This ebook is kind of dopey, but it's one of the few resources I've seen where someone who's reasonably good at learning stuff tries to dissect and communicate the mental mechanisms they use for learning:
http://www.scotthyoung.com/blog/Programs/HolisticLearningEBook.pdf
Here's a quick summary.
- You can learn things faster and better by improving the strategies you use for learning stuff.
- "Holistic" learning is opposed to "rote" learning. Holistic learners make lots of connections between different things they learn, and between things they learn and things that are personally relevant to them. An example might be this diagram of various concepts in electrostatics, which I no longer know how to interpret. Another example might be me remembering about that diagram when reading the book.
- Holistic learners understand concepts in many different ways in order to really "get" them. They focus on building mental models instead of memorizing facts or procedures.
- If you understand a body of knowledge well enough, and forget a specific thing, you should be able to reconstruct your understanding of it based on related things you understand.
- The book refers to a "model" as something specific you understand particularly well that you can explain other things in terms of. For example, your "model" of a subspace (in linear algebra) might be a plane cutting through 3d space. Not all subspaces are planes, but thinking of a plane could be a way to quickly preload a bunch of relevant concepts in to your head.
- To learn holistically:
- "Visceralize" concepts by summarizing them with a specific image, sound, feeling, and/or texture. Example: when learning programming, think of an array as a bunch of colored cubes suspended along a cord.
- Use metaphors to understand things better. Whenenever you learn something new, try to figure out what it reminds you of. If it's something from a totally unrelated domain, that's great.
- Explore your understanding network, ideally by solving problems, in order to fix glitches in your understanding and refresh it.
- Holistic learning works great for some subjects, like science and math, but it's not as good for others, like history and law. It also helps less with concrete skills, like playing golf.
The author sells various information & coaching products in this vein, but as far as I can tell the ebook I linked to is the only free one: http://www.scotthyoung.com/lmslvidcourse/2.html. (If anyone pays for any of these, they should summarize them (to understand them better) and post the summaries to LW ;].) I'm definitely interested in hearing about other resources people know of on the mechanics of learning.
Someone once told me that if you're a grad student studying under a Nobel laureate, you're much more likely to later win the Nobel yourself. (I just searched the internet for evidence regarding this claim and couldn't find any, so I'm now less confident in it.) This claim suggests that doing good research is learnable.
The person who told me this thought these research skills couldn't be described with words, and could only be transmitted through actual research partnerships. I think it's more likely that they can be described with words, but no Nobel laureate has bothered to sit down and write a book called "How I Do Research". (Please leave a comment if you know of a book like this!)
Even if your fluid intelligence is static and difficult to improve, that doesn't prevent you from improving the mental algorithms and habits you use to accomplish tasks.
my personal summary:
Building constructs: within an area link all ideas as much as possible (biology) Building models: Simplify concepts - abstract from them to create something that you can use (evolution by natural selection) Highways: Linking constructs (biology to economics trough evolutionary economics)
Acquire. Test - Have I seen/listened to the idea before? Understand. Test - Do I get (at a surface level) what this idea means? Explore. Test - Do I understand where this idea comes from, what it is related to and what outside ideas can be connected with it? Debug. Test - Have I removed inappropriate links between this idea and others?Have I removed false conclusions based on connections that donít actually exist? Apply. Test - Have I used this idea in my practical life?
A) Acquiring Ideas 1) Speed Reading 2) Flow-Based Notetaking B) Linking Ideas : FOR DIFFICULT OR CRITICAL INFORMATION 1) Metaphor - used to relate unfamiliar to familiar ideas. (process: ask for it. take the first that comes. test it) 2) Visceralization - used to translate information to preferred format (process: identify concept, pick mental image, does it move trough time or is statis?, add more sensations and emotional impacts to your image) 3) Diagraming C) Handling the Arbitrary 1) Linking 2) Pegging 3) Information Compression -> Notes compression (write down major ideas and all related ideas. rewrite) D) Extending Ideas 1) Practical Usage - Look for ways to applu ideas 2) Model Debugging - typos are not bugs, use very different questions to do a shotgun debug, spread practice times out 3) Project-Based Learning - 1-3 month project that uses knowledge you want and don't have