Watch talk ➟ http://bit.ly/1SGiBPR
Methods for learning new information - and how to make sure you remember it later. We'll look at the research on how our brains take in and retain information, and go over practical examples of how to apply it when trying to understand popular machine learning tools.
Data Science Popup Austin: Research Based Methods for Learning New Information
1. DATA
SCIENCE
POP UP
AUSTIN
Research Based Methods for Learning
New Information & How to Make Sure
You Remember it Later
Eddie Vaisman
Data Scientist, TrueMotion
EddieVaisman
18. • Put up stakes
• Financial
• Social
• Reward yourself for good behavior
• Make yourself accountable
• A study buddy
• A merciless friend
• A merciless stranger
FEEL YOUR WHY
23. • Willpower is a limited resource. Use it wisely.
• Get rid of distractions
• Plan your quitting time (for a task and for the day)
• Make a routine to get in the zone
MAKE IT EASY TO START
30. MAKE IT HARD TO FORGET
• Assemble chunks of knowledge in focused mode
• Use mental tricks: mnemonics, visualizations, metaphors
• Spaced repetition of short duration study periods
• Test yourself often (without answers)
• Revisit the ideas in diffuse mode too
• Deliberate practice
31. 1 Choose your what: choose what to learn tactically
Feel your why: create consequences for failure
Make it easy to start: create a routine and
environment where willpower isn’t needed
Make it hard to forget: spaced repetition in a
variety of circumstances
IN SUMMARY
2
3
4
33. Further Resources
● Learning How to Learn by Dr. Barbara Oakley and Dr. Terrence Sejnowski
https://www.coursera.org/learn/learning-how-to-learn/
● Daniel Pink on incentives https://www.youtube.com/watch?v=u6XAPnuFjJc
● Pomodoro http://pomodorotechnique.com/
● Tim Ferriss on Skill Learning https://www.youtube.com/watch?
v=DSq9uGs_z0E
● Stickk https://www.stickk.com/
● Anki http://ankisrs.net/
● Block out distraction https://www.calm.com/, https://freedom.to/, https:
//www.rescuetime.com
● Photography from https://unsplash.com, https://pexels.com, http://www.
gratisography.com/#whimsical