- Sep 2021
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cdm.link cdm.link
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the app works with the light-up keyboard to teach you to play
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whether you want to have keys light up to tell you which notes to play in the first place.
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assume there are more beginners out there than there are advanced users and hope they want to pay the $299 + $79/year to learn to play music
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intended to help you learn to play music
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www.scienceintheclassroom.org www.scienceintheclassroom.org
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Genetic programs establish initial expression patterns of neurotransmitters in different classes of neurons (1–3), and activity-dependent neurotransmitter respecification modifies them during development, either adding or switching transmitters (4–9). It is unknown, however, whether sensory stimuli promote transmitter switching in addition to other neuroplastic changes (10) in the adult brain.
It is known that the young developing brain is able to add or switch the transmitters that their neurons express. The question guiding this research is whether sensory stimuli can cause the already mature (adult) brain to experience changes in the types of transmitters that are produced by their neurons.
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27
The dual coding theory, proposed in the 1970s by Allan Palvio, suggests that the brain processes information using two primary channels: verbal and visual.
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www.eff.org www.eff.org
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a class of attacks that were enabled by Privacy Badger’s learning. Essentially, since Privacy Badger adapts its behavior based on the way that sites you visit behave, a dedicated attacker could manipulate the way Privacy Badger acts: what it blocks and what it allows. In theory, this can be used to identify users (a form of fingerprinting) or to extract some kinds of information from the pages they visit
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https://fs.blog/2021/07/mathematicians-lament/
What if we taught art and music the way we do mathematics? All theory and drudgery without any excitement or exploration?
What textbooks out there take math from the perspective of exploration?
- Inventional geometry does
Certainly Gauss, Euler, and other "greats" explored mathematics this way? Why shouldn't we?
This same problem of teaching math is also one we ignore when it comes to things like note taking, commonplacing, and even memory, but even there we don't even delve into the theory at all.
How can we better reframe mathematics education?
I can see creating an analogy that equates math with art and music. Perhaps something like Arthur Eddington's quote:
Suppose that we were asked to arrange the following in two categories–
distance, mass, electric force, entropy, beauty, melody.
I think there are the strongest grounds for placing entropy alongside beauty and melody and not with the first three. —Sir Arthur Stanley Eddington, OM, FRS (1882-1944), a British astronomer, physicist, and mathematician in The Nature of the Physical World, 1927
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- Aug 2021
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www.understood.org www.understood.org
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kimberlyhirsh.com kimberlyhirsh.com
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https://kimberlyhirsh.com/micro-camp-21
Can't wait for the video to share with others.
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bdtechtalks.com bdtechtalks.com
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These applications also rely on sending a large amount of information to the cloud, which causes a new set of problems. One regards the sensitivity of the information. Sending and storing so much information in the cloud will entail security and privacy challenges. Application developers will have to consider whether the deluge of information they’re sending to the cloud contains personally identifiable information (PII) and whether storing it is in breach of privacy laws. They’ll also have to take the necessary measures to secure the information they store and prevent it from being stolen, or accessed and shared illegally.
See federated machine learning for a discussion on how we might avoid some of these challenges.
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bdtechtalks.com bdtechtalks.com
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Short overview of federated machine learning.
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www.frontiersin.org www.frontiersin.org
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Wang, C.-Y., Zhang, Y.-Y., & Chen, S.-C. (2021). The Empirical Study of College Students’ E-Learning Effectiveness and Its Antecedents Toward the COVID-19 Epidemic Environment. Frontiers in Psychology, 0. https://doi.org/10.3389/fpsyg.2021.573590
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360learning.com 360learning.com
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Empower managers to facilitate effective learning transfer As Fergal explains, managers have a key role to play in facilitating effective learning transfer. “Research shows that managers play the most critical role in learning transfer - especially in the post-training environment. Every learner needs a manager who understands them, and how they want to learn and grow. They need to have the right coaching style, and they need the right resources.”In most organizations, instructional design focuses on the needs of the learner. But as Fergal explains, focusing on the needs of your managers can pay dividends. “Ideally, you’d have the manager attend the same training as the learner. The problem is, managers are always stretched. So, what you can do instead is develop specific guidance for your managers.” Provide a script for managers to support their team’s learning
many managers are not used to the coaching-for development approach, or take a hands-off approach to supporting learning and development - managers need to be proactive, and can use support from the L&D team on how to facilitate effective learning transfer / discussions with their teams
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360learning.com 360learning.com
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Effective self-directed learning requires a careful blend of employee autonomy and manager support. Employees want to learn to be better at their jobs, advance their skills, and further their careers, but they often don’t know where to start. More than half of employees report they would happily spend more time training if their managers offered specific guidance and recommendations. Encourage employees to set their own learning goals under the supervision of their managers.
self-directed learning still needs support, and can be a common mistake for operational managers to think that providing a budget, and a course catalog is enough to get the most out of L&D programs - this is a mistake.
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Conversely, a proactive training environment is more democratic. Learning is typically bottom-up, with employees playing an active role in identifying potential learning needs, setting their own learning paths, and even contributing to course materials.
- I like the phrasing of proactive training environment, might be a better term to use than 'permissive learning environment'
- democratize learning at work
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Reactionary training is an expense
need to move from reactionary training to proactive and anticipatory training
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web.archive.org web.archive.org
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The first step in translating experience, either of other men's writing, or of your own life, into the intellectual sphere, is to give it form. Merely to name an item of experience often invites you to explain it; the mere taking of a note from a book is often a prod to reflection. At the same time, of course, the taking of a note is a great aid in comprehending what you are reading.
on the purpose of taking notes, annotating one's reading, or commonplacing
highlight is a quote from
C. Wright Mills' profound "Appendix: On Intellectual Craftsmanship," as found in his book on The Sociological Imagination.[16]
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www.joshwcomeau.com www.joshwcomeau.com
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When I follow a tutorial, I like to play with the code. Instead of copy/pasting the provided code verbatim, try experimenting with it: what happens if you omit one of the lines? Or if you change some of the values?
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- Jul 2021
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delong.typepad.com delong.typepad.com
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There is no inactive learning, just as there is no inactive reading.
This underlies the reason why the acceleration of the industrial revolution has applied to so many areas, but doesn't apply to the acceleration of learning.
Learning is a linear process.
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Here by "learning" is meant understanding more, not remembering more information that has the same degree of intelligibility as other information you already possess.
A definition of learning here. Is this the thing that's missing from my note above?
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www.joshwcomeau.com www.joshwcomeau.com
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When I'm at the very beginning of a learning journey, I tend to focus primarily on guided learning. It's difficult to build anything in an unguided way when I'm still grappling with the syntax and the fundamentals!As I become more comfortable, though, the balance shifts.
Finding the right balance while learning. For example, start with guided and eventually move to unguided learning:
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I try and act like a scientist. If I have a hypothesis about how this code is supposed to work, I test that hypothesis by changing the code, and seeing if it breaks in the way I expect. When I discover that my hypothesis is flawed, I might detour from the tutorial and do some research on Google. Or I might add it to a list of "things to explore later", if the rabbit hole seems to go too deep.
Soudns like shotgun debugging is not the worst method to learn programming
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Things never go smoothly when it comes to software development. Inevitably, we'll hit a rough patch where the code doesn't do what we expect.This can either lead to a downward spiral—one full of frustration and self-doubt and impostor syndrome—or it can be seen as a fantastic learning opportunity. Nothing helps you learn faster than an inscrutable error message, if you have the right mindset.Honestly, we learn so much more from struggling and failing than we do from effortless success. With a growth mindset, the struggle might not be fun exactly, but it feels productive, like a good workout.
Cultivating a growth mindset while learning programming
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I had a concrete goal, something I really wanted, I was able to push through the frustration and continue making progress. If I had been learning this stuff just for fun, or because I thought it would look good on my résumé, I would have probably given up pretty quickly.
To truly learn something, it is good to have the concrete GOAL, otherwise you might not push yourself as hard
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osf.io osf.io
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Gonnet, G., Stewart, J., Lafleur, J., Keith, S., McLellan, M., Jiang-Gorsline, D., & Snider, T. (2021). Analysis of feature influence on Covid-19 Death Rate Per Country Using a Novel Orthogonalization Technique. MetaArXiv. https://doi.org/10.31222/osf.io/4kw2n
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www.newscientist.com www.newscientist.com
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Roberts, M. (n.d.). Artificial intelligence has been of little use for diagnosing covid-19. New Scientist. Retrieved 24 May 2021, from https://www.newscientist.com/article/mg25033350-100-artificial-intelligence-has-been-of-little-use-for-diagnosing-covid-19/
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journals.sagepub.com journals.sagepub.com
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Sheetal, A., Feng, Z., & Savani, K. (2020). Using Machine Learning to Generate Novel Hypotheses: Increasing Optimism About COVID-19 Makes People Less Willing to Justify Unethical Behaviors. Psychological Science, 31(10), 1222–1235. https://doi.org/10.1177/0956797620959594
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Following are strategies for facilitating SDL. The teacher can help the learner to Conduct a self-assessment of skill levels and needs to determine appropriate learning objectives. Identify the starting point for a learning project. Match appropriate resources (books, articles, content experts) and methods (Internet searches, lectures, electronic discussion groups) to the learning goal. Negotiate a learning contract that sets learning goals, strategies, and evaluation criteria. Acquire strategies for decision-making and self-evaluation of work. Develop positive attitudes and independence relative to self-directed learning. Reflect on what he/she is learning.
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SDL can be difficult for adults with low-level literacy skills who may lack independence, confidence, internal motivation, or resources.
there can be reasons why some learners might not prefer the self-directed learning approach, or know how to make the most use of it - instead of dismissing them as 'non-learners', it'd be a good idea to figure out what their expieriences around learning are, what learning looks like to them - and how to support them.
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Ward, K. P. (2021). Parenting During COVID-19: A Sentiment Analysis of Reddit Data. PsyArXiv. https://doi.org/10.31234/osf.io/4ukmd
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Kanero, J., & Aktan-Erciyes, A. (2021). Parental contributions to language development during the COVID-19. PsyArXiv. https://doi.org/10.31234/osf.io/wvbjd
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www.frontiersin.org www.frontiersin.org
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Plakhotnik, M. S., Volkova, N. V., Jiang, C., Yahiaoui, D., Pheiffer, G., McKay, K., Newman, S., & Reißig-Thust, S. (2021). The Perceived Impact of COVID-19 on Student Well-Being and the Mediating Role of the University Support: Evidence From France, Germany, Russia, and the UK. Frontiers in Psychology, 12, 642689. https://doi.org/10.3389/fpsyg.2021.642689
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www.scotthyoung.com www.scotthyoung.com
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A top down view of some learning strategies to begin teasing out which may be better than others.
Are they broadly applicable or domain specific?
What learning methods and pedagogy piece are best and for which domains.
How can we balance learning and doing an overview of theory versus practice?
Which methods are better for beginners versus domain specific experts?
Which are better for overview versus creating new knowledge?
https://www.scotthyoung.com/blog/2021/07/13/against-the-real-thing/
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Pure discovery learning is the idea of not giving instructions at all. Simply present the pupil with the problem situation and let them figure it out for themselves. Unfortunately, the research seems to be against this.1 Discovery learning is a lot less efficient than telling people what they ought to do and then getting them to do it.
Discovery learning is less efficient that telling people what to do and then getting them to do it.
Reference: Kirschner, Paul, John Sweller, and Richard E. Clark. “Why unguided learning does not work: An analysis of the failure of discovery learning, problem-based learning, experiential learning and inquiry-based learning.” Educational Psychologist 41, no. 2 (2006): 75-86.
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Play may trump problem solving. When working on a problem without a specific goal, the student can try lots of things to figure out what works. In contrast, only one answer is needed to solve a problem with a single goal. A playful, exploratory mindset may map out the patterns of interactions better than a narrowly, solution-oriented perspective. As an example of this, Sweller asked students to solve some math problems. One group was asked to solve the problems for a particular variable, and the other group was asked to solve for as many variables as they could. The latter group did better later, which Sweller explained in terms of cognitive load.4
exploratory play >> problem solving
How does this compare to the creativity experience of naming white things in general versus naming white things in a refrigerator? The first is often harder for people, while the second is usually much easier.
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John Sweller’s cognitive load theory argues that problem solving is often inefficient.2 His studies showed that students learned to solve algebra problems faster when they were shown lots of examples of solved problems, rather than trying to solve them on their own.3
Problem solving is often inefficient, seeing lots of solved problems may be better than solving them on one's own.
(This was the sort of model I used in learning most of my math over the years, though solving a few problems along the way also helped to reinforce things for me.)
Sweller, John. “Cognitive load during problem solving: Effects on learning.” Cognitive science 12, no. 2 (1988): 257-285. Sweller, John, and Graham A. Cooper. “The use of worked examples as a substitute for problem solving in learning algebra.” Cognition and instruction 2, no. 1 (1985): 59-89.
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journals.sagepub.com journals.sagepub.com
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<small><cite class='h-cite via'>ᔥ <span class='p-author h-card'>Alfredo Carpineti</span> in Learning To Write By Hand Most Effectively Teaches Reading Skills | IFLScience (<time class='dt-published'>07/10/2021 01:56:58</time>)</cite></small>
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www.iflscience.com www.iflscience.com
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"The main lesson is that even though they were all good at recognizing letters, the writing training was the best at every other measure. And they required less time to get there," lead author Professor Robert Wiley, from the University of North Carolina, Greensboro, said in a statement. "With writing, you're getting a stronger representation in your mind that lets you scaffold toward these other types of tasks that don't in any way involve handwriting." Every participant in the study was an adult but the scientists are confident that the same for children. The key, they argue, is that handwriting reinforces what is being learned about the letter, such as the sound, beyond their shape. "The question out there for parents and educators is why should our kids spend any time doing handwriting," explained senior author professor Brenda Rapp, from Johns Hopkins University. "Obviously, you're going to be a better hand-writer if you practice it. But since people are handwriting less then maybe who cares? The real question is: Are there other benefits to handwriting that have to do with reading and spelling and understanding? We find there most definitely are."
Handwriting (as opposed to typing) has been shown to improve the speed at which one learns alphabets.
https://www.iflscience.com/brain/writing-by-hand-most-effectively-increases-reading-skills/
Is the effect also seen in other types of learning? What about reading and taking notes by hand versus typing them out?
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hypothes.is hypothes.is
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Making online learning more engaging for students is becoming an increasingly high priority today. In this article, you will find 3 strategies (and tools) to make online learning more engaging for your students.
To read the full article: https://www.learnable-europe.eu/3-strategies-and-tools-to-make-online-learning-more-engaging-for-students/
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eilab.ca eilab.ca
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ill-structured problems
Also part of authentic learning tasks.
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360learning.com 360learning.com
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3. Keep it interactiveScience tells us that passive learning—dull lectures, pages of written text—don’t work nearly as well as when learners interact in one way or another with the learning material or instructor. You should use opportunities to build interaction into your in-person, online, synchronous, and asynchronous courses:
Learning needs to move past the the one-way information model of learning.
The upskilling Imperative talks about this a bit when talking about
- instructivist model of learning vs constructionist model of learning
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1. It’s not about physical vs. digital, but synchronous vs asynchronousIn L&D teams’ minds, the big split used to be between training that happened in-person and training that happened online.
In general, being able to adapt to asynchronous styles of working and learning will be important
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psyarxiv.com psyarxiv.com
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Palminteri, S. (2021). Choice-confirmation bias and gradual perseveration in human reinforcement learning [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/dpqj6
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www.edutopia.org www.edutopia.org
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Similarly, in Alex’s 3D arts class, students learned about traditional art concepts like perspective and color theory to create 3D clay models that then became digital creations, and in an esports class he created, students wrote backstories for characters and scripts for esports broadcasts. One student had previously struggled with writing assignments, but writing within the context of esports helped him realize that he could write—and that he enjoyed it.
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ayjay.org ayjay.org
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Against Canvas
I love that he uses this print of Pablo Picasso's Don Quixote to visually underline this post in which he must feel as if he's "tilting at windmills".
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All humanities courses are second-class citizens in the ed-tech world.
And worse, typically humans are third-class citizens in the ed-tech world.
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ayjay.org ayjay.org
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Why isn’t there anything on our class’s Canvas page? Because Canvas and Blackboard are evil and must be destroyed. So-called “learning management software” is very possibly the worst software ever created by anyone for any purpose, and I will not add to the store of suffering in the world by making use of it. I explain in more detail my objections to Canvas here.
Awesome AND true.
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www.scotthyoung.com www.scotthyoung.com
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Open-ended activity often languishes from a lack of completeness
Unless it's something like learning in general, which is never complete.
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- Jun 2021
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Chadi, M.-A., & Mousannif, H. (2021). Reinforcement Learning Based Decision Support Tool For Epidemic Control [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/tcr8s
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hypothes.is hypothes.is
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"Music education students enter universities from diverse backgrounds that include musical experiences in “subaltern” musical practices (rock bands, music theatre, hip hop, and other genres). After four years or so in the institutional environment, we send them out to the world somehow convinced that what they ought to be teaching is the Western canon."
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www.technologyreview.com www.technologyreview.com
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The problem is, algorithms were never designed to handle such tough choices. They are built to pursue a single mathematical goal, such as maximizing the number of soldiers’ lives saved or minimizing the number of civilian deaths. When you start dealing with multiple, often competing, objectives or try to account for intangibles like “freedom” and “well-being,” a satisfactory mathematical solution doesn’t always exist.
We do better with algorithms where the utility function can be expressed mathematically. When we try to design for utility/goals that include human values, it's much more difficult.
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many other systems that are already here or not far off will have to make all sorts of real ethical trade-offs
And the problem is that, even human beings are not very sensitive to how this can be done well. Because there is such diversity in human cultures, preferences, and norms, deciding whose values to prioritise is problematic.
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slac-coalition.org slac-coalition.orgHome1
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Saw the announcement for this at IAnnotate21.
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iannotate.org iannotate.org
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Heather Staines
You can share your question via replies to this annotation in advance of the session!
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graphql-ruby.org graphql-ruby.org
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However, this request-by-request mindset doesn’t map well to GraphQL because there’s only one controller and the requests that come to it may be very different.
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binnyva.com binnyva.com
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re-reading is useless for understanding
this could use a link for underlying support/evidence, particularly for the newcomer.
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hbr.org hbr.org
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Tweet Post Share Save Get PDF Buy Copies Print Idea in Brief The Situation The fast-changing nature of business today means that employees’ continual learning is vital for organizational success. The Response Chief learning officers are assuming a more expansive role, aiming not only to train employees but also to transform their organizations’ capabilities and make learning an integral part of the company’s strategic agenda. The Specifics Extensive interviews at 19 large companies revealed that “transformer CLOs”—those who are embracing this expanded role—are driving changes in their enterprises’ learning goals, learning methods, and learning departments. In today’s dynamic business environment, workplace learning has become a key lever for success. And with that shift, the traditional role of the chief learning officer is changing. No longer are CLOs responsible just for training—making skills-based and compliance-oriented courses available to employees and perhaps running leadership-development programs. Instead, they’re embracing a more powerful role in which they reshape capabilities and organizational culture. We call this new type of leader the transformer CLO. Transformer CLOs are strong senior managers whose mission is to help their companies and their employees thrive, even as technologies, business practices, and whole industries undergo rapid change. The transformer CLO role is not reserved for the lucky few whose CEOs see learning and development as essential; any CLO can take steps to fundamentally change the nature of learning in an organization. We recently conducted extensive interviews with 21 senior learning officers at 19 large companies to find out how they conceive of their roles and organizations. This research, which builds on our prior work on digital leadership and culture, revealed that transformer CLOs are driving three principal types of change in their enterprises. They’re transforming their organizations’ learning goals, shifting the focus from the development of skills to the development of mindsets and capabilities that will help workers perform well now and adapt smoothly in the future. They’re transforming their organizations’ learning methods, making them more experiential and immediate, and atomizing content for delivery when and where it’s needed. And they’re transforming their organizations’ learning departments, making them leaner, more agile, and more strategic. Transforming Learning Goals The need for organizations to become more adaptable means changing the goals of corporate learning. Instead of narrowly focusing on job- or compliance-related training for all but their high-potential leaders, organizations should cultivate every employee’s ability to explore, learn, and grow. The objective is not only to train people but also to position the company for success. To achieve this, CLOs should strive to do the following: Reshape leadership development. Creating a true learning organization starts at the top, with preparing executives to lead in new ways. One company that has done this well recently is Standard Chartered, a multinational financial-services company. Three years ago, under a new CEO, Standard Chartered launched a strategy that fundamentally changed the way it does business—and required its leaders to build new strengths. “We’d been doing executive development for years,” said Ewan Clark, the company’s global head of leadership effectiveness and organizational development. “But a lot of it had been about either pure self-actualization or aspects of coaching. This time we’ve put the organizational agenda right in the center of executive development, and we’ve said that leadership is about developing the skills, capabilities, and value behaviors to lead this agenda.” As part of that effort, the company began teaching leaders to augment their experience and intuition with investigation, experimentation, and data-driven analysis when making decisions about their parts of the organization. Their instructions, according to Clark, were straightforward: “Articulate a hypothesis. Go out and experiment. And if it doesn’t work, then why not? What did you learn? Add to it. Capture your learning. Share it with other people.” This new approach required changes in the leaders’ mindsets, not just their skills and procedures. Organizations should cultivate every employee’s ability to learn and grow. It’s not enough, though, to improve leadership capabilities at the very top of the organization. To effect widespread change, organizations need strong leadership to cascade down. Cargill, a privately held food and agriculture business, achieved this by democratizing learning. As Julie Dervin, the company’s global head of corporate learning and development, told us, “We really only had the capacity to reach about 10% to 15% of the total relevant population in a given year when delivering a particular learning program. Unintentionally, we were creating a learning culture where only a select few got access to high-quality training.” Dervin and her team resolved to fix that problem. “We’ve been fundamentally changing how we design, deliver, and shape those learning experiences to be able to reach exponentially more learners with high-impact learning,” she said. Concentrate on capabilities, not competence. In their change programs, transformer CLOs focus less on teaching currently needed skills and more on developing mindsets and behaviors that can enable employees to perform well in tasks that may not yet be defined. This shift may also mean moving away from comprehensive skills inventories and competency maps, which can lead people to check boxes rather than build capabilities. “We don’t really know enough about what the world will look like in the next couple of years to be able to predict exactly what skills we will need,” said Amelie Villeneuve, the head of the corporate university at UBS, the multinational financial-services firm. “If you focus on building individual microskills, you may be missing the bigger picture.” Emphasize digital thinking. The transformer CLOs we interviewed have sought to develop digital awareness and aptitude in their employees. Singapore-based DBS Bank, for example, created a learning curriculum that aims to build seven priority skills for digital-business success. “While not everyone needs to be an expert at each of these,” said David Gledhill, who served as the company’s chief information officer until August 2019, “we want them to know enough so that they understand the transformation we’re driving and contribute great ideas.” Vital Skills for a Digital World To equip its employees for success in today’s digital business environment, DBS Bank focuses on imparting skills ... One priority, for instance, is to get people more comfortable using data in decision-making. Data-driven thinking is key for almost everyone in an organization, but in different ways. Frontline sales and service reps need to be aware of information about customer preferences and behaviors. Executives must learn to trust and value data even when it contradicts their past experiences and gut feelings. Leaders often don’t know what to do with all the data that digital innovations are making available to them, said Nancy Robert, who, as the executive vice president of the American Nurses Association, led the design and delivery of training for millions of the organization’s members. As Robert put it, nurses don’t necessarily have the “digital-data competency” to answer the questions that confront them. “How am I going to interpret that data and integrate it into the rest of the care?” she said. “That takes a very different cognitive skill.” Cultivate curiosity and a growth mindset. CLOs can amplify their teams’ energies and capabilities by fostering a “pull” model of learning, in which employees set their own agendas for gaining knowledge and skills. Doing that, however, requires an environment that sparks employees’ curiosity and ignites in them the desire to learn and grow. Villeneuve has worked on this at UBS and previously at Google, where, she said, she learned how it is possible to “accelerate wisdom more effectively by providing a series of contexts where people can play and learn at the same time.” Leaders at DBS Bank launched a number of programs to find out what would inspire curiosity among their employees. One notable success is GANDALF Scholars, in which employees can apply to receive grants of $1,000 toward training on any work-related topic, as long as they agree to teach what they learn to at least 10 other people. When you engage employees in teaching, as DBS is doing, you expand and deepen learning. Rahul Varma, the senior managing director for talent at Accenture, calls this a “leaders teaching leaders” philosophy. “You learn the most,” he said, “when you actually have to teach somebody what you learn.” This approach turns the natural curiosity and energy of any single employee into learning opportunities for many others. It certainly seems to be working at DBS: As of early 2019, 120 grant recipients had gone on to train more than 13,500 people—4,000 in person and the rest through digital channels. According to Gledhill, many GANDALF Scholars report that the teaching component of the program is their favorite part. “What they enjoyed most,” he said, “was the empowerment.” Transformer CLOs are personalizing, digitizing, and atomizing learning. UBS, DBS, Accenture, and other companies that have embraced a growth mindset subscribe to two beliefs: that everyone’s abilities can and must be developed if the organization is to thrive in a fast-moving environment, and that innate talent is just the starting point. But for a growth mindset to become part of the company’s culture, all employees must internalize those beliefs. That won’t happen unless learning is pervasive, available to everybody who might benefit from it. And that requires rethinking the way learning is delivered. Transforming Learning Methods Until recently, providing learning to all employees was too expensive, and there weren’t enough trainers. Employees almost always had to be physically present at training sessions, which often meant traveling and missing time at work. That naturally limited the number of participants, making learning an exclusive rather than a democratic opportunity. Now things have changed. Peer teaching greatly expands the number of trainers and expert content developers. And digital instruction expands the reach of learning opportunities to more employees without the company’s having to worry about enrollment numbers, scheduling conflicts, or travel costs. Employees can access learning when and where they need it, often from colleagues who live the topic every day. Transformer CLOs are taking advantage of all these developments. Perhaps most visibly, they are moving away from traditional classroom training in which people are exposed to the same content for the same amount of time regardless of their particular needs and levels of understanding. Instead, these CLOs are personalizing, digitizing, and atomizing learning. They are shifting their attention from specific courses to the whole learning experience. To accommodate the different preferences employees have for how they consume and absorb information, a growing number of companies now make training available through a variety of media—text, audio, video, and more. Transformer CLOs go even further. They’re introducing innovations such as programs that set aside learning time on people’s calendars, and mobile apps that pose leadership questions to managers during their day. They’re offering games and simulations and encouraging the company’s own subject-matter experts to produce YouTube-type instructional videos. They’re even exploring the use of artificial intelligence to develop recommendation engines that, guided by individual and peer behavior, will suggest tailored learning activities to employees. In short, transformer CLOs do everything possible to create engaging and effective experiences that meet employees wherever they happen to be, geographically, temporally, or intellectually. Optimize the inventory of learning resources. CLOs need to be selective about what learning materials to stock and how to supply them. At GE Digital, Heather Whiteman, the company’s former head of learning, used analytics with her team to study hundreds of courses taken by thousands of employees—and then systematically rooted out those found lacking, not just in terms of usage and ratings but in their effects on employee growth. “If a course didn’t move the dial for capabilities that lead to performance,” she told us, “we would drop it in favor of one that did.” Similarly, Villeneuve and her team at UBS used analytics to optimize the learning inventory. The bank had a wealth of training materials online, but analysis showed that many employees who searched for those materials gave up before finding what they needed. Armed with that knowledge, Villeneuve and her team focused on developing a core of fewer but better resources. Then, applying principles of behavioral science, they designed a user interface that put no more than six items on a page, with no more than three clicks needed to get to any item. The results have been remarkable: Ten times more employees now engage with the materials on the company’s core learning shelf. Balance face-to-face and digital learning. CLOs should experiment to get the right mix of face-to-face and digital learning. Cargill, which until recently allocated 80% of its budget to in-person training and only 20% to digital training, is in the process of flipping that ratio around. Dervin and her team have redesigned the company’s leadership-development programs to put some of the coursework online. Senior leaders initially had reservations about the effectiveness of digital instruction and worried about losing opportunities to network and build relationships. But those misgivings were short-lived. The first three cohorts who tried the online learning ended up enjoying the experience so much that they engaged in more training than was required. “What we’re seeing,” Dervin said, “is that this goes hand in glove with the pace and the rhythms of their day-to-day, and they’re loving the flexibility it provides.” Deutsche Telekom, for its part, has developed a matrix to help determine whether a given offering might be better handled with face-to-face instruction, a purely digital approach, or a blend of the two. The matrix helps leaders weigh multiple factors: the type of content, the target audience, and development and delivery considerations. Digital or Face-to-Face Training? Deutsche Telekom considers a number of factors when deciding how best to present specific learning programs. FORMAT CONTENT TARGET AUDIENCE DEVELOPMENT AND DELIVERY CONSIDERATIONS Purely digital formats Best suited for: Hard skills Mandatory training Simple topics Durable, reusable material Larger groups Geographically dispersed or mobile employees, such as those in sales and field service More time required to produce nonstandard material Higher up-front cost to produce nonstandard material Lower cost to deliver per user No need for trainers or videoconferencing facilities at the location Face-to-face or blended formats Best suited for: Soft skills Ad hoc training Complex topics Material that changes frequently Smaller groups Geographically concentrated employees Employees being onboarded Less time required to produce nonstandard material Lower up-front cost for course preparation Potential higher cost to deliver, but possibility of using existing staff as trainers Need for training rooms or videoconferencing at the location Source: Adapted from company documents © HBR.org Rethink face-to-face learning. As engaging and effective as digital learning experiences can be, face-to-face learning is still important—although it may take new forms. Accenture employs some very sophisticated digital learning platforms and tools and has a vast library of online content, but Varma’s experience is that digital learning goes only so far. “What we’ve found,” he said, “is that there is no substitute for getting people together in cohorts that are cross-cultural and cross-functional.” To achieve that without requiring employees to be in the same physical space, Accenture has created more than 90 “connected classrooms” around the world. These enable the company to offer all employees some types of training—classes in design thinking, for example—that are taught by in-house experts in several different locations. “One facilitator could be in Bangalore, another could be in Manila, and another in Dalian, China,” Varma told us. People are still learning from people, but thanks to videoconferencing and other interactive technologies, along with more-collaborative approaches to learning, traditional geographic constraints no longer apply. Teams all over the world now coach one another and solve problems together. “That is how we do learning, every single day,” Varma said. Some companies have pursued another approach for their face-to-face learning: They’ve created hands-on simulations in which participants must solve real-life problems. At UBS, employees take part in “three-dimensional case studies” in order to develop key capabilities, such as the ability to influence stakeholders or rethink a company product. The interactive case studies test not only their knowledge and intellectual skills but also how they engage with others and react as the situation unfolds. As Villeneuve told us, “They have to do it all together, and they get feedback on everything at the same time.” Face-to-face learning is still important—although it may take new forms. Similarly, operational professionals at DBS spend three days in a simulation exercise that involves transforming a hypothetical old-school bank into a full-fledged digital bank. They work with trainers and colleagues from other parts of the business to tackle staffing and resourcing issues and handle crisis situations unique to the digital world. An element of competition heightens the intensity and engagement. Go beyond instruction. Transformer CLOs believe that instruction alone is not sufficient for meaningful learning. Accenture’s Varma anchors his approach in what he calls the three I’s: instruction, introspection, and immersion. Instruction comes first, of course. But then trainees need to engage in reflection—the introspection part of Varma’s three I’s. This might involve giving employees time to privately mull over what they’ve learned, having them talk it over with a fellow trainee on a walk, or providing a formal opportunity during class to discuss it with a whole cohort.
This is something I've thought about before - is that often people are continually learning on the job, but there is not enough slack-time in the day to allow for people to engage with reflection
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stackoverflow.com stackoverflow.com
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Programmers should be encouraged to understand what is correct, why it is correct, and then propagate.
new tag?:
- understand why it is correct
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- programming languages: learning/understanding the subtleties
- annotation meta: may need new tag
- combating widespread incorrectness/misconception by consistently doing it correctly
- programming: understand the language, don't fear it
- good advice
- spreading/propagating good ideas
- having a deep understanding of something
- quotable
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Kuepper-Tetzel, C. E., & Nordmann, E. (2021). Watch Party Lectures: Synchronous Delivery of Asynchronous Material [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/ys4jn
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psyarxiv.com psyarxiv.com
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Hammerstein, S., König, C., Dreisoerner, T., & Frey, A. (2021). Effects of COVID-19-Related School Closures on Student Achievement—A Systematic Review [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/mcnvk
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outdoors.stackexchange.com outdoors.stackexchange.com
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You can watch videos, but videos can't watch you.
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No article or video can replace qualified instruction and experience
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www.migrationencounters.org www.migrationencounters.org
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I think in fourth grade was the first largest book that I read. It was the Bram Stoker's Dracula, the big one. That was the first biggest book that I read, and then I had an obsession with Roald Dahl. Roald Dahl was my thing. I loved Roald Dahl. The BFG, the Twitches, the Witches, all of it, I loved it. I loved it. I loved it. Matilda, Matilda. Oh, my God. I loved Matilda. Roald Dahl was a huge thing -- as well childrens’ books -- but I was also reading adult books at the same time. Around this time is when I started getting my obsession with the Holocaust, with all this tragedy.
Time in US - passing the time - reading books - learning - education
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katieclum.org katieclum.org
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he actual ratio of face-to-face to online instruction can differ greatly and still be considered hybrid instruction
Really important for two reason - (1) we may not mean the same thing so we should clarify what we're talking about when in conversation on this important issue; and (2) What works in one course/setting may not work in another - great reminder to honor the unique nature of courses/settings.
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psyarxiv.com psyarxiv.com
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Händel, M., Bedenlier, S., Kopp, B., Gläser-Zikuda, M., Kammerl, R., & Ziegler, A. (2021). Visual and Verbal Engagement of Higher Education Students in Videoconferencing. PsyArXiv. https://doi.org/10.31234/osf.io/my4ze
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- May 2021
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www.insidehighered.com www.insidehighered.com
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The expansion increased the capacity of the center to offer individualized consultations with faculty who were new to online teaching.
What options do we have as we won't be adding additional staff?
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www.eventbrite.com www.eventbrite.com
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Data Collection and Integration to Enhance Public Health Registration, Thu, Jun 10, 2021 at 1:00 PM | Eventbrite. (n.d.). Retrieved May 28, 2021, from https://www.eventbrite.com/e/data-collection-and-integration-to-enhance-public-health-registration-156146370999
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www.zylstra.org www.zylstra.org
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he is focusing on the tensions that what he read causes with other things he knows and has read. He’s not just lifting things out that chime with him, but the things that cause friction. Because in that friction lies the potential of learning.
Dissonance of juxtaposed ideas, and particularly those just at the edge of chaos, can be some of the most fruitful places for learning.
Attempting to resolve these frictions can generate new knowledge.
This is what commonplace books are meant to do. Record this knowledge, allow one to juxtapose, and to think and write into new spaces.
It's also important to look more closely at things that don't cause dissonance. Is it general wisdom that makes them true or seem true? Question the assumptions underneath them. Where do they come from? Why do they seem comfortable? How could one make them uncomfortable. Questioning assumptions can lead to new pathways.
An example of this is the questioning the final assumption of Euclid (the "ugly" one) which led mathematicians into different geometry systems.
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listenaminute.com listenaminute.com
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____
wonder
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www.supermemo.com www.supermemo.com
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www.youtube.com www.youtube.com
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Our institutions are colonial systems, the ivory towers render the people leading and running them to become disconnected from the very public they are supposed to be representing, ending up only serving themselves. “Do we have to burn it down and start again? Do we have to completely recalibrate it from the inside?
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www.coursera.org www.coursera.org
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<small><cite class='h-cite via'>ᔥ <span class='p-author h-card'>karlicross</span> hypothesis note on Via: [TEXT] I just finished the online Coursera course "Learning how to learn". I highly recommend it to everyone and I summarized everything I learned from it. : GetMotivated (<time class='dt-published'>05/17/2021 17:11:33</time>)</cite></small>
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www.nature.com www.nature.com
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Burton-Chellew, M. N., & West, S. A. (2021). Payoff-based learning best explains the rate of decline in cooperation across 237 public-goods games. Nature Human Behaviour, 1–9. https://doi.org/10.1038/s41562-021-01107-7
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psyarxiv.com psyarxiv.com
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Janke, S., Rudert, S. C., Petersen, Ä., Fritz, T., & Daumiller, M. (2021). Cheating in the wake of COVID-19: How dangerous is ad-hoc online testing for academic integrity? PsyArXiv. https://doi.org/10.31234/osf.io/6xmzh
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www.learnbayesstats.com www.learnbayesstats.com
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The ‘Learning Bayesian Statistics’ podcast. (n.d.). Retrieved 13 May 2021, from https://www.learnbayesstats.com
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www.togetherplatform.com www.togetherplatform.com
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An important point to note is that there's a difference between coaching and mentoring. A coach's job is to improve a particular skill, but a mentor plays a more holistic role in helping a mentee improve
Mentoring and Coaching are different, and being able to identify the differences between the two is important.
For managers, sometimes they need to wear a coaches hat, or a mentors hat - but these are roles that a manager can have but not their only job.
Considerations for L&D programs
- how can mentoring fit in with L&D?
- how can coaching fit in with L&D?
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frogurncitadel.wordpress.com frogurncitadel.wordpress.com
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Once two consecutive sections have been mastered, work on joining them together as a new section.
As with any sort of learning. It's important to be able to connect the concepts - that's what leads to an actual understanding.
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Choose one section of the piece to practice, which is short enough that you can memorize it in a few tries.
I think this is applicable to any sort of learning. By breaking it down into something that we can easily condense you
- Maintain the motivation to keep working through it and it's short enough that you're able to quickly get the rush of having completed something.
- By condensing some concepts into an overarching concept (or maybe still concepts) you don't have to hold so many things in your head when using the concept elsewhere.
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This research suggests why teaching by the case method is favored at many institutions, including Harvard Business School. A well-run case-based discussion constantly challenges students. As they are asked to diagnose and debate solutions to a given situation, there is rarely an easy or obvious answer. They must derive their own, which enhances their learning. Teaching also becomes harder, of course. These methods demand creativity and continuous updating to ensure they’re grounded in real, current organizational issues, and they take more time. But the experience becomes more fun and fruitful for everyone
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Fortunately, there are a number of proven ways to strengthen mental storage. The best learning and teaching strategies incorporate various forms of what Bjork terms “desirable difficulty.” Some examples: interleaving different tasks and materials instead of focusing on just one for a big block of time; allowing students to make mistakes and learn from them; requiring students to interpret new material in light of what they already know; and using testing as a mode of instruction rather than evaluation.
When you interleave your time with different learning, you are intentionally making the process of forgetting,or fail to memorising, and take effort to recalling the instruction by which to develop and stamping the mental representation of your learning onto your long term memory structure, which is the real learning.
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Unfortunately, real learning — that is, the kind which embeds knowledge and skills in long-term memory — is never simple. In fact, easy in (little effort to temporarily retain the lesson) typically results in hard out (difficulty in retrieving it when you need it.) Decades of research, most notably by UCLA’s Robert Bjork and his colleagues, have shown several reasons for this apparent paradox.
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Both learners and teachers confuse performance during training (termed “retrieval strength”) with long-term retention and the ability to apply the lessons (“storage strength”). Researchers have shown that, in laboratory tests, people quite consistently have “illusions of competence.” That is, they over-estimate their ability to solve future problems when they’ve been given a lot of help during lessons. When shown answers to questions, experiment subjects are likely to think they could have produced them (“Oh, sure, I knew that!”) And the more familiar the material seems to them, the worse the students do in actually using it. Familiarity breeds complacency.
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blog.mahabali.me blog.mahabali.me
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flexible grading policies
I'm especially attracted to the #ungrading work I've been watching from folks like Mary Klann and David Buck...and I know there are so many more people working with authentic and alternative assessment practices...
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onlinelibrary-wiley-com.ezproxy.sussex.ac.uk onlinelibrary-wiley-com.ezproxy.sussex.ac.uk
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authoritarian practices
Education as a means of incarceration
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bold.expert bold.expert
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The COVID-19 crisis mustn’t be used to rationalize hasty education reforms. (2020, May 19). BOLD. https://bold.expert/the-covid-19-crisis-mustnt-be-used-to-rationalize-hasty-education-reforms/
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www.reddit.com www.reddit.com
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Also cross-compatibility with mail clients can be hairy, so you should see what the industry experts are doing.
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colab.research.google.com colab.research.google.com
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www.propublica.org www.propublica.org
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ProPublica methods
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www.multiplikatoren-projekt.peoplemanagement.uni-muenchen.de www.multiplikatoren-projekt.peoplemanagement.uni-muenchen.de
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verbs in conjugation VII
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www.jessestommel.com www.jessestommel.com
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Collaborative exams allow students the opportunities to learn from and teach each other. Open-book and self-graded exams are not as good at sorting or ranking students, but they are often just as good (if not better) tools for learning.
I like the use of [[collaborative exams to enable peer-to-peer learning]].
One of the challenges with L&D at work is the knowledge / skills transfer if someone does a course on their own, or if people are taking the same course at their own times.
wondering how this idea could translate to professional learning & development
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I know quite a few STEM folks who ungrade in various ways. Some specific stuff I’ve seen work in STEM classes: project-based learning with self-assessment, process notebooks (like a lab notebook but with an emphasis on metacognition), and collaborative exams.
to help grow a learning culture / learning environment / peer-to-peer-learning - things like process-note-books could be used as a light-weight way to capture information as people are working.
same with better tracking of work that people do for projects, etc.
- [[collaborative exams]]
- [[metacognition]]
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- Apr 2021
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Machine learning app development has been gaining traction among companies from all over the world. When dealing with this part of machine learning application development, you need to remember that machine learning can recognize only the patterns it has seen before. Therefore, the data is crucial for your objectives. If you’ve ever wondered how to build a machine learning app, this article will answer your question.
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This looks fascinating. I'm not so much interested in the coding/programming part as I am the actual "working in public" portions as they relate to writing, thinking, blogging in the open and sharing that as part of my own learning and growth as well as for sharing that with a broader personal learning network. I'm curious what lessons might be learned within this frame or how educators and journalists might benefit from it.
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yashuseth.blog yashuseth.blog
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tutorial article on BERT
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360learning.com 360learning.com
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But decentralized learning goes farther than that: in a decentralized, Collaborative Learning environment, each team member participates in the learning process. They can identify their learning needs, request courses, give feedback on existing courses, and create courses themselves. We call this a bottom-up approach
- push vs pull for learning - create an environment that enables learning to happen, and let the people doing the work surface what they need to learn, and then help facilitate and amplify that process
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1. Embrace decentralized learningCentralized learning flows out from a single point: instructors teach and employees learn. But many businesses are shifting towards a more decentralized approach, making this system obsolete. More employees are working remotely and asynchronously, and they need to break learning into small chunks that fit into their daily work schedule. The first step in decentralizing learning is to shift to online classes that can be completed in micro-sessions throughout the week.
- with remote work, more and more learning is being done async - having the instructor lead / cohort based learning, while still an option - we need to expand beyond that, and find ways to create async learning opportunities, and create the ability to learn in the flow of work
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joshbersin.com joshbersin.com
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Here are the economics: The cost of recruiting a midcareer software engineer (who earns $150,000- 200,000 per year) can be $30,000 or more including recruitment fees, advertising, and recruiting technology. This new hire also requires onboarding and has a potential turnover of two to three times higher than an internal recruit. By contrast, the cost to train and reskill an internal employee may be $20,000 or less, saving as much as $116,000 per person over three years. The net savings: it can cost as much as 6-times more to hire from the outside than to build from within.
- the cost of hiring talent vs upskilling talent
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info.udemy.com info.udemy.com
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Leaders from Accenture and DBS Bank told Harvard Business Review that encouraging employees to teach newly-acquired skills to their colleagues expanded and deepened learning for all. The training of a single employee results in learning opportunities for dozens of others. Collaborative approaches to training ripple through an organization, where ideas and methodologies cross-pollinate from one part of the business to another
by investing in a learning organization, and learning eco-systems, we can turn learning into an active, social collaborative activity - which can benefit everyone, adn help break down silos between departments and teams.
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www.youtube.com www.youtube.com
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Social and Economic Impacts of COVID: Education—YouTube. (n.d.). Retrieved April 15, 2021, from https://www.youtube.com/watch?v=9kLghwyYVrY
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news.elearninginside.com news.elearninginside.com
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This article is ostensibly a response to the use of proctoring software in higher education.
But in order to do that properly the author has also delved into learning and assessment.
It's a well-written piece that questions some of our taken-for-granted assumptions around assessment.
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sariazout.substack.com sariazout.substack.com
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This post articulates a lot of what I've been thinking about for the past 18 months or so, but it adds the additional concept of community integration.
Interestingly, this aligns with the early, tentative ideas around what the future of In Beta might look like as a learning community, rather than a repository of content.
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stackoverflow.com stackoverflow.com
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It seems inelegant to me to split this into two different modules, one to include, the other to extend.
the key thing (one of them) to understand here is that: class methods are singleton methods
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gist.github.com gist.github.com
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Apparently when you create a subclass, that subclass's singleton class has # its superclass's singleton class as an ancestor.
This is a good thing. It allows class methods to be inherited by subclasses.
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github.com github.com
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Learn more about the Ruby's Object, Class & Module and the method receiver chain.
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360learning.com 360learning.com
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Many companies view L&D as a service provider for employees instead of a strategic partner for growth
I've talked about this before when brain storming on how to teach companies to become teaching organizations, and partnering more closely than one-off training that is very off the shelf.
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www.vteducation.org www.vteducation.org
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Engzell, Per, Arun Frey, and Mark D. Verhagen. ‘Learning Loss Due to School Closures during the COVID-19 Pandemic’. Proceedings of the National Academy of Sciences 118, no. 17 (27 April 2021). https://doi.org/10.1073/pnas.2022376118.
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blog.readwise.io blog.readwise.io
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when everything is highlighted, nothing is highlighted.
It is recommended to try - 1 thought = 1 sentence
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med.stanford.edu med.stanford.edu
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The insertion of an algorithm’s predictions into the patient-physician relationship also introduces a third party, turning the relationship into one between the patient and the health care system. It also means significant changes in terms of a patient’s expectation of confidentiality. “Once machine-learning-based decision support is integrated into clinical care, withholding information from electronic records will become increasingly difficult, since patients whose data aren’t recorded can’t benefit from machine-learning analyses,” the authors wrote.
There is some work being done on federated learning, where the algorithm works on decentralised data that stays in place with the patient and the ML model is brought to the patient so that their data remains private.
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psyarxiv.com psyarxiv.com
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Gusman, M. S., Grimm, K. J., Cohen, A. B., & Doane, L. D. (2021). Stress and Sleep Across the Onset of the COVID-19 Pandemic: Impact of Distance Learning on U.S. College Students’ Health Trajectories. PsyArXiv. https://doi.org/10.31234/osf.io/m5zv9
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www.kickstarter.com www.kickstarter.com
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Academy Games has always prided itself in the quality of its rules. Most of our rules are taught in stages, allowing you to start playing as soon as possible without needing to read everything. We are very careful about the order we teach rules and rely heavily on graphics and pictures to facilitate understanding. We also include a large number of detailed picture examples, often with 3D renders, that help you understand the context of the rules.
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www.redblobgames.com www.redblobgames.com
- Mar 2021
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hyperlink.academy hyperlink.academy
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A great little outline for how to do class retrospectives. While there's a lot of subtlety and a huge gradient between individual learners many of the methods and pro/con lists help to show the differences between them. I'd be curious to see one try all (or as many as possibly) to cover as many of the eventualities as possible.
Too often teachers don't bother with these, but they can be incredibly useful, particularly for helping to attempt to improve future incarnations, as well as to guard against the curse of knowledge.
I like that hyperlink.academy is doing some of the necessary work to expose their teachers to this sort of material. Too often it is only done in the academy in perfunctory ways which aren't designed to improve anything. Additionally the academy provides little, if any, training in the areas of pedagogy. Hyperlink.academy is making strides to provide some of this material and doing a reasonable job of exposing their teachers to it.
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We encourage course creators to dedicate time in their courses for a retro. Every cohort of a course is an experiment shaped by all participants, and what you learn can improve the course in important ways. Getting good feedback from learners is a key part of making sure that the course is always evolving in the right direction.
This really should be done each class and even down to the atomic level as just once at the end is not going to pull out enough to be as beneficial as one might hope to help to overcome the curse of knowledge.
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tatianamac.com tatianamac.com
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No matter how engaging, funny, well-produced the video is, I will not be able to retain it unless I cannot read along.
I'm wondering how people of various stripes like this and other versions may or may not relate to the variety of mnemotechniques out there.
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www.jackfranklin.co.uk www.jackfranklin.co.uk
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Svelte is different in that by default most of your code is only going to run once; a console.log('foo') line in a component will only run when that component is first rendered.
Tags
- unfortunate defaults
- opinion
- turning things around / doing it differently
- important point
- difference
- trying to doing things the same way you did in a different library/framework (learning new way of thinking about something / overcoming habits/patterns/paradigms you are accustomed to)
- Svelte vs. React
- reasonable defaults
- opinionated
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zhuanlan.zhihu.com zhuanlan.zhihu.com
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大致需要搞懂的内容如下:是什么。需要有一个大致明确的定义;搞清楚是什么之后,要搞清楚他的知识体系,有可能你擅长数学,但是它要的是语文,此种情况是否要敬而远之呢?如果知识体系不是问题,那么看一看基本技能要求是什么样的,在没有足够的基础情况下,不要直接触碰那些“高深”的内容,否则最直接的结果就是放弃。在全景中去对知识进行划块,粗粒度即可,就好像看一张中国地图,然后再看都包含了哪些省和直辖市。然后去看各个知识块之间的关系,以便在学习过程中搞好先后顺序,是否可以并行学习等。
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www.nature.com www.nature.com
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Nsoesie, E. O., Oladeji, O., Abah, A. S. A., & Ndeffo-Mbah, M. L. (2021). Forecasting influenza-like illness trends in Cameroon using Google Search Data. Scientific Reports, 11(1), 6713. https://doi.org/10.1038/s41598-021-85987-9
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www.cam.ac.uk www.cam.ac.uk
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Machine learning models for diagnosing COVID-19 are not yet suitable for clinical use. (2021, March 15). University of Cambridge. https://www.cam.ac.uk/research/news/machine-learning-models-for-diagnosing-covid-19-are-not-yet-suitable-for-clinical-use
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oer21.oerconf.org oer21.oerconf.org
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One of the biggest challenges is a very human one – how do we get everyone to work with their camera switched on.
I wonder something related, but even broader, "How do we get everyone to work in public?"
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piao-tech.blogspot.com piao-tech.blogspot.com
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When programming I like to have a single Vim editor open with all my files as tabs. Until now I was using the ":tabnew" command to open files in the current Vim window as I knew no other way.
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en.wikipedia.org en.wikipedia.org
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Particularly striking in 1971 was his call for advanced technology to support "learning webs": The operation of a peer-matching network would be simple. The user would identify himself by name and address and describe the activity for which he sought a peer. A computer would send him back the names and addresses of all those who had inserted the same description. It is amazing that such a simple utility has never been used on a broad scale for publicly valued activity.
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www.oercommons.org www.oercommons.org
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<small><cite class='h-cite via'>ᔥ <span class='p-author h-card'>chrisaldrich</span> in From Print to OER Ebook to Obsidian (Hypothesis annotation) (<time class='dt-published'>03/15/2021 10:45:30</time>)</cite></small>
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www.youtube.com www.youtube.com
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<small><cite class='h-cite via'>ᔥ <span class='p-author h-card'>chrisaldrich</span> in From Print to OER Ebook to Obsidian (Hypothesis annotation) (<time class='dt-published'>03/15/2021 10:45:30</time>)</cite></small>
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danallosso.substack.com danallosso.substack.com
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I began joining Minnesota State's OER Learning Circles, developed by Karen Pikula.
This line is screaming out for some linked resources to follow up on.
These look like good potential starts.
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www.42quebec.com www.42quebec.com
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Est-ce que je peux être dispensé de la Piscine, puisque je l’ai déjà fait dans un autre campus de 42? Malheureusement, il n’est pas possible de transférer votre dossier vers 42 Québec et d’être dispensé de l’étape de la Piscine. Il faut la refaire à Québec.
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psyarxiv.com psyarxiv.com
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Kartushina, N., Mani, N., AKTAN-ERCIYES, A., Alaslani, K., Aldrich, N. J., Almohammadi, A., … Mayor, J. (2021, March 5). COVID-19 first lockdown as a unique window into language acquisition: What you do (with your child) matters. https://doi.org/10.31234/osf.io/5ejwu
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- parenting
- Israel
- united states
- passive
- russia
- children
- united kingdom
- vocabulary
- netherlands
- acquisition
- development
- longitudinal
- lockdown
- reading
- screen
- developmental psychology
- COVID-19
- exposure
- is:preprint
- behavioral science
- book
- germany
- poland
- lang:en
- spain
- carer
- daycare
- multi-country
- turkey
- saudi arabia
- learning
- canada
- norway
- language
- france
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arxiv.org arxiv.org
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Kozlowski, Diego, Jennifer Dusdal, Jun Pang, and Andreas Zilian. ‘Semantic and Relational Spaces in Science of Science: Deep Learning Models for Article Vectorisation’. ArXiv:2011.02887 [Physics], 5 November 2020. http://arxiv.org/abs/2011.02887.
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academic.oup.com academic.oup.com
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Blakely, Tony, John Lynch, Koen Simons, Rebecca Bentley, and Sherri Rose. ‘Reflection on Modern Methods: When Worlds Collide—Prediction, Machine Learning and Causal Inference’. International Journal of Epidemiology 49, no. 6 (1 December 2020): 2058–64. https://doi.org/10.1093/ije/dyz132.
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www.opendemocracy.net www.opendemocracy.net
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Using chemicals to improve our economy of attention and become emotionally "fitter" is an option that penetrated public consciousness some time ago.
Same is true of reinforcement learning algorithms.
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www.pnas.org www.pnas.org
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Mendels, D.-A., Dortet, L., Emeraud, C., Oueslati, S., Girlich, D., Ronat, J.-B., Bernabeu, S., Bahi, S., Atkinson, G. J. H., & Naas, T. (2021). Using artificial intelligence to improve COVID-19 rapid diagnostic test result interpretation. Proceedings of the National Academy of Sciences, 118(12). https://doi.org/10.1073/pnas.2019893118
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psyarxiv.com psyarxiv.com
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Simone, Costanza De, Antonella Battisti, and Azzurra Ruggeri. “Differential Impact of Web Habits and Active Navigation on Adolescents’ Online Learning.” PsyArXiv, March 1, 2021. https://doi.org/10.31234/osf.io/hsvc4.
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trailblazer.to trailblazer.to
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This is where all our learnings about semantics, outputs, signals and the DSL come together.
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Szabelska, A., Pollet, T. V., Dujols, O., Klein, R. A., & IJzerman, H. (2021). A Tutorial for Exploratory Research: An Eight-Step Approach. PsyArXiv. https://doi.org/10.31234/osf.io/cy9mz
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www.techavidus.com www.techavidus.com
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Training and Learning Management System
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- Feb 2021
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www.gregcons.com www.gregcons.com
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learning process,
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anatomypubs.onlinelibrary.wiley.com anatomypubs.onlinelibrary.wiley.com
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most students did not report study strategies that correlated with their VARK assessment, and that student performance in anatomy was not correlated with their score in any VARK categories. Rather, some specific study strategies (irrespective of VARK results), such as use of the virtual microscope, were found to be positively correlated with final class grade. However, the alignment of these study strategies with VARK results had no correlation with anatomy course outcomes. Thus, this research provides further evidence that the conventional wisdom about learning styles should be rejected by educators and students alike.
It's unusual that researchers will make such definitive claims about the outcome of a study.
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psyarxiv.com psyarxiv.com
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Anderson, Ian, and Wendy Wood. ‘Habits and the Electronic Herd: The Psychology behind Social Media’s Successes and Failures’. PsyArXiv, 23 November 2020. https://doi.org/10.31234/osf.io/p2yb7.
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jointoucan.com jointoucan.com
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What a cool idea!
first sighting: https://darkreader.org/help/en/
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www.theguardian.com www.theguardian.com
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correspondent, J. H. E. (2020, December 3). Swedes’ support for anti-lockdown stance slips amid rising Covid deaths. The Guardian. https://www.theguardian.com/world/2020/dec/03/sweden-anti-lockdown-covid-deaths
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www.infoworld.com www.infoworld.com
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This article explains why you shouldn't use getters and setters (and when you can use them) and suggests a design methodology that will help you break out of the getter/setter mentality.
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Abir, Y., Marvin, C., van Geen, C., Leshkowitz, M., Hassin, R., & Shohamy, D. (2020, November 11). Rational Curiosity and Information-Seeking in the COVID-19 Pandemic. https://doi.org/10.31234/osf.io/hcta4
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twitter.com twitter.com
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David Dye. (2021, January 26). So if you work somewhere already like this maybe suggest how to really run a WFH/mobile collaboration uni, and how we re-tool the physical meeting place we then in light of that? Maybe the philosophers already know this?? [Tweet]. @DavidDye9. https://twitter.com/DavidDye9/status/1354176181042556929
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www.amazon.com www.amazon.com
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If you are a VISUAL LEARNER, start here.
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The thought of an illustrated book will, no doubt, make the purists recoil in horror - that's their loss. Sometimes a couple of drawings are far more illuminating than pages full of discrete mathematics, and this is what we have here.
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psyarxiv.com psyarxiv.com
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Jacobson, N. C., Price, G., Song, M., Wortzman, Z., Nguyen, N. D., & Klein, R. J. (2020, October 27). Machine Learning Models Predicting Daily Affective Dynamics Via Personality and Psychopathology Traits. https://doi.org/10.31234/osf.io/2zgv6
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psyarxiv.com psyarxiv.com
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Duckworth, A., Kautz, T., Defnet, A., Satlof-Bedrick, E., Talamas, S. N., Luttges, B. L., & Steinberg, L. (2021). Students Attending School Remotely Suffer Socially, Emotionally, and Academically. PsyArXiv. https://doi.org/10.31234/osf.io/rpz7h
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twitter.com twitter.com
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ReconfigBehSci. (2021, February 8). RT @PsyArXivBot: Students Attending School Remotely Suffer Socially, Emotionally, and Academically https://t.co/5MOfSYGFnt [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1359042668756692999
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moritz.digital moritz.digital
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The RECALL Augmenting Memory architecture. It can, for example, help users restore context before their next conference or class. The student, walking to a lecture, could be primed with a summary of it through his smart glasses, surfacing relevant information. The description of the "Memory vault" in this architecture exhibits a high similarity to Vannevar Bush's Memex.
It's these deep learning breakthroughs that now make a lot of these memex and semantic web technologies accesssible. This is a note I also referenced in the SWTs whitepaper for Cortex. Great to see Moritz and RemNote picking up on this change as well.
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colab.plymouthcreate.net colab.plymouthcreate.net
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dynamic hub for teaching & learning praxis and community-driven academic professional development
Concise description of a broad mandate. Quite effective!
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www.erudit.org www.erudit.org
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décoder et analyser les effets réels plutôt que les effets anticipés
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pas nécessaire d'établir de? séquences à l'intérieur d'un ensemble
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les objectifs à atteindre ne sont pas codés au départ
Ouverture des objectifs, en renversement direct de la conception inversée si chère à l'ingénierie pédagogique. Les résultats d'apprentissage ne sont pas dans une relation de causalité linéaire avec les objectifs d'apprentissages.
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aménagement physique
Intéressant de penser à l'aménagement physique lors d'une pandémie qui pousse les apprenants hors des lieux physiques conçus pour l'apprentissage et vers un aménagement physique de l'espace familial.
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www.slideshare.net www.slideshare.net
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Free, Open, Flexible: Rethinking Learning Materials Online
One of my early sessions on Open Education, with an emphasis on leveraging the material we create in the course of our work.
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- Jan 2021
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psyarxiv.com psyarxiv.com
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Mason, R. S., Fitton, L., James, R. L., & Petscher, Y. (2020, October 23). Oral Language Assessment LITeracy: Choosing the Right Assessment in the Time of COVID. https://doi.org/10.31234/osf.io/fn9j4
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psyarxiv.com psyarxiv.com
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Bedenlier, S., Wunder, I., Gläser-Zikuda, M., Kammerl, R., Kopp, B., Ziegler, A., & Händel, M. (2020, October 6). “Generation invisible“. Higher education students’ (non)use of webcams in synchronous online learning. https://doi.org/10.31234/osf.io/7brp6
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psyarxiv.com psyarxiv.com
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Singh, M., Richie, R., & Bhatia, S. (2020, October 7). Representing and Predicting Everyday Behavior. https://doi.org/10.31234/osf.io/kb53h
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pubs.rsc.org pubs.rsc.org
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Integration of open educational resources in undergraduate chemistry teaching – a mapping tool and lecturers' considerations
evaluation of open educational resources, questionnaires and interviews of chem lecturers, lecturers interviewed tended to select OER intuitively, mainly considering the reliability of information, pedagogical issues and the visual contribution, while paying less attention to collaborative learning and content sharing.
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www.forbes.com www.forbes.com
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I present the Data Science Venn Diagram… hacking skills, math and stats knowledge, and substantive expertise.
An understanding of advanced statistics is a must as the methodologies get more complex and new methods are being created such as machine learning
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Zappos created models to predict customer apparel sizes, which are cached and exposed at runtime via microservices for use in recommendations.
There is another company named Virtusize who is doing the same thing like size predicting or recommendation
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www.scotthyoung.com www.scotthyoung.com
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Remember that notes are only an intermediate step towards understanding. Having a beautiful set of perfectly written notes is useless if you don’t understand the subject you are trying to learn.
too many people forget this simple fact
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hbr.org hbr.org
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Anyone can apply these same methods on the job. Say you have someone in your company who is a masterly communicator, and you learn that he is going to give a talk to a unit that will be laying off workers. Sit down and write your own speech, and then compare his actual speech with what you wrote. Observe the reactions to his talk and imagine what the reactions would be to yours. Each time you can generate by yourself decisions, interactions, or speeches that match those of people who excel, you move one step closer to reaching the level of an expert performer.• • •
Many everyday events present an opportunity to learn, but only if they are reframed into an "action-feedback" perspective. Learn to recognize these opportunities and reconstruct the frame so that you can learn to judge the quality of an action by the response it produces. Critique it against your own thought process and improve iteratively.
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marksaroufim.substack.com marksaroufim.substack.com
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The best people in empirical fields are typically those who have accumulated the biggest set of experiences and there’s essentially two ways to do this.Spend lots of time doing itGet really good at running many concurrent experiments
How to derive with the best research
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www.businessinsider.com www.businessinsider.com
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Musaddique. S. (2020) Private tuition is booming in the UK during COVID-19. We spoke to leading tutors about why online learning is here to stay. Buisness Insider. Retrieved from: https://www.businessinsider.com/private-tuition-is-thriving-with-schools-closed-during-covid-19-2020-7?r=US&IR=T
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Mute inner speech can appear as an inner dialogue as well, but its truncated form encourages us to create a ‘secret’ abbreviated language and deploy mental shortcuts. By forcing us to articulate ourselves more fully, self-talk summons up the image of an imagined listener or interrogator more vividly. In this way, it allows us to question ourselves more critically by adopting an external perspective on our ideas, and so to consider shortcomings in our arguments – all while using our own speech.
The essential difference between mute speach and self-talk
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Contemporary theories in cognition and the science of learning reaffirm Kleist’s speculations, and show how self-talk contributes not only to motivation and emotional regulation, but also to some higher cognitive functions such as developing metacognition and reasoning.
Self-talk brings lots of benefits
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It’s no coincidence that we walk when we need to think: evidence shows that movement enhances thinking and learning, and both are activated in the same centre of motor control in the brain. In the influential subfield of cognitive science concerned with ‘embodied’ cognition, one prominent claim is that actions themselves are constitutive of cognitive processes. That is, activities such as playing a musical instrument, writing, speaking or dancing don’t start in the brain and then emanate out to the body as actions; rather, they entail the mind and body working in concert as a creative, integrated whole, unfolding and influencing each other in turn. It’s therefore a significant problem that many of us are trapped in work and study environments that don’t allow us to activate these intuitive cognitive muscles, and indeed often even encourage us to avoid them.
Symbiosis of movement and thinking
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arxiv.org arxiv.org
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during the backward pass, feedback connectionsare used in concert with forward connections to dynamically invert the forward transformation,thereby enabling errors to flow backward
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- Dec 2020
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Local file Local file
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It is probably fair to say that the amount of time spent preparing the online component of blended learning is influenced considerably by the experience, knowledge and skills of the teacher.
Sure. But it's also fair to say that this is true of teachers' preparation of offline learning materials.
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lthough some studies might argue that creating blended learning materials could take longer to prepare than traditional teaching, other studies argue that preparing for online teaching takes less time than typical face-to-face teaching preparation
But people often tend to discount the work (and frameworks that guide this work) that's already gone into the preparation of F2F materials.
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www.davefarley.net www.davefarley.net
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carreer journey
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www.joyofsvelte.com www.joyofsvelte.com
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www.zylstra.org www.zylstra.org
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progressive summarising
Or, what might also be called elaboration.
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leighblackall.blogspot.com leighblackall.blogspot.com
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No escape plan was ever devised
Not for the institutions, nor for students, who have no way to export their learning data (content, connections, relationships with peers, etc.) out of the system in a way that could be integrated into something outside of the institution.
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The skills gained immediately transfer to other areas of academic work, such as community and industry engagement
Another example of why online learning could (should?) take place in public.
Imagine if, upon graduating, an engineer already had an online, public portfolio of work that could be shared with potential employers.
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github.com github.com
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Treating the web as a compile target has a lot of implications, many negative. For example “view source” is a beloved feature of the web that’s an important part of its history and especially useful for learning, but Svelte’s compiled output is much harder to follow than its source. Source maps, which Svelte uses to map its web language outputs back to its source language, have limitations.
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www.quora.com www.quora.com
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Keep in mind that as a software developer, of any degree, learning is continuous. New technologies, new ways to write code, not so new approaches, persisting patterns. Read books, watch online courses, follow tutorials, keep learning!
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www.geekwire.com www.geekwire.com
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Microsoft says it will make changes in its new Productivity Score feature, including removing the ability for companies to see data about individual users, to address concerns from privacy experts that the tech giant had effectively rolled out a new tool for snooping on workers.
It's great that MS has reacted so quickly to the outcry around the privacy of workers.
I thought it would be super-interesting to see how academics might have responded to the idea of institutional administrators keeping tabs on the number of hours that they'd spent in meetings (via Teams), composing and reading emails (via Outlook), writing articles (via Word), and so on.
And yet these would be the same academics who do this kind of monitoring of student work.
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sites.research.google sites.research.google
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www.fredshack.com www.fredshack.com
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Jeff Sonnabend in the Ecco Yahoo forum: "I remember first trying to learn Ecco 1.0. It was tough until the proverbial light went on. Then it all made sense. For me, it was simply understanding that Ecco is just a data base. So called folders are nothing more than fields in a flat-file table (like a spreadsheet). The rest is interface and implementation of various users' work or management systems in Ecco. That learning curve, to me, is the primary Ecco "weakness", at least as far as new users go."
There was a steep learning curve involved with using ECCO Pro. Reminds me of Roam, which also has a steep learning curve, but then it feels like it's worth it.
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davecormier.com davecormier.com
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If you give any question to a student that has a clear, definitive answer, you are tempting them to cheat.
We should be assessing how people use information to solve problems they care about, rather than whether or not they can recall information.
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psyarxiv.com psyarxiv.com
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Rocca, R., & Yarkoni, T. (2020). Putting psychology to the test: Rethinking model evaluation through benchmarking and prediction. PsyArXiv. https://doi.org/10.31234/osf.io/e437b
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Kanero, J., & Aktan-Erciyes, A. (2020). Family and language development during COVID-19: The case of Turkey. PsyArXiv. https://doi.org/10.31234/osf.io/n7k8z
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- Nov 2020
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betterexplained.com betterexplained.com
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If we’re honest, we’ll admit that we forget 95% of what we learn in a class. What sticks? A scattered analogy or diagram.
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Analogy – ? Diagram – Google Images Example – Khan Academy for practice problems Plain-English – Forums like /r/math or Math Overflow Technical – Wikipedia or MathWorld
ADEPT learning method (Analogy, Diagram, Example, Plain-English, Technical)
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en.wikipedia.org en.wikipedia.org
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encouraged tutors to educate their students through practice, travel, and human interaction. In doing so, he argued that students would become active learners, who could claim knowledge for themselves.
主动学习者的技能是一旦获得终生受用的。因为经历过的实践,旅行,和人际关系,带来幸福感和挫折感都成了宝贵的财富。即使主动学习带来的乐趣和痛苦分量相当,人脑也只会记住幸福感,而忘却痛苦,对新事物的纯求知乐趣会成为一辈子的习性。
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students would become passive adults, blindly obeying and lacking the ability to think on their own
实践出来的真知有天然的科学思辨性,因为实践的过程不可能是一帆风顺,所有通过坚毅得出真知的实践,都面对过不同程度不同视角的挑战,换句话说,是经过思辨选择之后的结果。这样提炼之后形成的思维更经得起未来的考研,更全面和更容易的未以后的实践中最决策产生正面的效应,从而产生认知正循环。相比之下认识负循环和内循环,这容易用一个没经过实践验证过的理论去解释另一个正在经历的实践的失败结果。
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successful students were those who were encouraged to question new information and study it for themselves
满足好奇心是学习的最强内驱力
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www.teachthought.com www.teachthought.com
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In fact, it’s at the core of the learning process and how the human brain learns.
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blog.janastu.org blog.janastu.org
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Scenario
Inshot Storytelling app, Video Editor & Video Maker InShot has a lot of photo and video editing features in one. There is a small learning curve. Many girls on the field have creatively combined photo and video content, applied effects and enhancements to specific sections and added transitions too. Harnessing the capabilities of InShot for storytelling has immense possibilities. It could potentially lead to a creators movement where people share details about their lives through videos and narration. It also could be used for product stories and marketing. InShot app runs on a phone and ASPi is used as a repository and exchange node - during COVID lockdown, a server online is also used so physical movement is reduced.
Syncthing. A continuous file synchronization program Ever thought of connotations of sharing in today’s world. Well, Syncthing allows us to securely backup data without the need to trust a third-party cloud provider. Sharing and syncing files between devices on a local network or over the internet is made easier through Syncthing. This could help in fostering community archives as access to files over multiple devices can be made effortless. In localised sense, people can also look up resources or their queries and find answers with their peers.
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Scenario 1
Kolibri The offline app for universal education Kolibri makes high quality education technology available in low-resource communities such as rural schools, refugee camps, orphanages, non-formal school systems, and prison systems. While the internet has thoroughly transformed the availability of educational content for much of the world, many people still live in places where online access is poor or even nonexistent. Kolibri is a great solution for these communities. It's an app that creates an offline server to deliver high-quality educational resources to learners. What makes Kolibri unique is that it offers a way to bring different content sources offline into a central repository in a structured way. Beyond that, it brings in a host of tools to help align the content with national and local curricular standards, and on the student side it offers a self-paced personalized learning experience with support tools for teachers to track student progress. Kolibri can be envisioned also for local teaching, DIY courses, self initiated inquiries, equal opportunities for 21st century skills etc.
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scert.kerala.gov.in scert.kerala.gov.in
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ഭാഷാ പഠനത്തിന്റെ രീതിശാസ്ത്രം നേരിട്ടു നടത്തേണ്ടതല്ല. കുട്ടികള് സ്വയം നടത്തേണ്ടതാണ് എന്നുള്ളതാണ് ഇതിലെ ഭാഷാ ആര്ജ്ജനവുമായി ബന്ധപ്പെട്ട തിയറി. പുതിയ പുസ്തകങ്ങള് SCERT യില് നിന്നു കണ്ടെത്തി ഇപ്പൊഴും ഇത് തന്നെ ആണോ പിന്തുടരുന്ന രീതി എന്നു മനസിലക്കല് അനിവാര്യമാണ്.
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digitalcommons.usu.edu digitalcommons.usu.edu
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Knowledge of the names, sounds, and symbols of the let-ters of the alphabet or alphabetic knowledge is essential forlearning to read and write. Alphabet knowledge (AK) isconsistently recognized as the strongest, most durablepredictor of later achievement in literacy includingdecoding, comprehension, and spelling (National EarlyLiteracy Panel2008)
ഭാഷാ പഠനത്തിന്റെ അടിസ്ഥാനശിലകളില് ഒന്നു അക്ഷരങ്ങളെ തിരിച്ചറിയാനും എഴുതാനും കഴിയുക എന്നുള്ളതാണ് എന്നു സമര്ഥിക്കുന്ന പഠനങ്ങള് അന്വേഷിക്കണം.
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Alphabet knowledge is consistently recognizedas the strongest, most durable predictor of later literacyachievemen
അടിസ്ഥാനമുറയ്ക്കുക എന്നുള്ളതാണ് ഒരു ഭാഷയുടെ ഉപയോഗത്തിന് ആവശ്യംവേണ്ട ഘടകം. അക്ഷരമാലാ പഠനത്തിന് ഇത്തരത്തില് കാര്യമായ പ്രസക്തിയുണ്ട്.
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Nye Warburton 47:36
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