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Effective Learning
Allison Kaptur
@akaptur
Recurse Center
1. Mindset
2. Strategies
What to get out of
this talk
Growth mindset:
Carol Dweck
These theories cause
differences in effort
"Praise that
backfires"
Response to confusion
Response to confusion
"How can one best describe the nature of people who will
most of all be that way which will make the imitating of others
happen most often? Is it that these are the poeple we want to
be like because they are fine or is it that these are the people
we want to be liked by?"
Programmers need a
growth mindset
Does anyone believe in a fixed
mindset?
Does anyone believe in a fixed
mindset?
10x engineers
Does anyone believe in a fixed
mindset?
Hero worship
Can you change a fixed mindset?
Heck yes
How do you identify a fixed
mindset?
"I am .."
"Some people are
just ..."
How do you change a fixed
mindset?
Reframe praise &
success
How do you change a fixed
mindset?
Reframe failure
How do you change a fixed
mindset?
Celebrate challenges
How do you change a fixed
mindset?
Ask about processes
Confidence &
imposter syndrome
Confidence doesn't
help you
respond to challenges
Henderson & Dweck, 1990
Break the framework
Self-theories: Their role in
motivation, personality, and
development
Mindset
Strategies
Make it Stick
Learning is an
acquired skill
1. Effortful retrieval
>
rereading
2. Spaced practice
>
massed practice
Spaced - Varied - Interleaved
3. Difficulty is
(usually) desirable
This all feels terrible
Implementing
Effortful retreival
Implementing
Spaced practice
Implementing
Difficulty & errors
Recap
Growth mindset
Effortful retrieval
Spaced practice
Desirable difficulties
Thanks!
My thanks to everyone who gave me feedback on early
versions of this talk:
- Maggie Zhou
- Amy Hanlon
- Alyssa Frazee
- Julia Evans
Thanks to the Kiwi PyCon organizers for inviting me!
Slides by Deckset
Q & A / Pop quiz!
• What impact does confidence have on success?
• What are some ways to create spaced practice?
• What are two strategies for turning a fixed mindset into a
growth mindset?

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