0:00 - What Would a Tutor Do, If Their Life Depended On It? (Part 1)
5:47 - Find Your North Star: Why Justin Quit His Data Science Job to do Math Tutoring Full Time
11:23 - Getting "Inside the Trade"
19:31 - What Would a Tutor Do, If Their Life Depended On It? (Part 2)
27:28 - Efficient Learning Techniques are Obvious if You Think About Athletics
33:45 - Enjoyment is a Second-Order Optimization
39:50 - We Need to Stay Hardcore, But Become Less Harsh
51:14 - Math Academy is Like "Yuri's Gym"
59:06 - Vision for the Future of Math Academy
1:14:23 - Goal Setting/Advising and Communicating Progress
1:24:58 - If All You Show Up With is AP Calculus, You're Probably Outgunned
1:51:08 - The Meta-Skills that Kids Need to Work Effectively on Math Academy
2:08:54 - How to Help Students Maintain Successful Learning Habits While Working Independently
2:32:29 - Overhelping: A Common Failure Mode of Well-Intentioned Parents/Tutors
0:00 - Introduction
4:00 - Applying the MA Way to X Growth
7:40 - Status of the ML Course and its Kick-Ass Coding Projects (Part 1)
25:50 - Jason's Near-Infinite List of Important Things
34:20 - The ML Course Has Been a Massive Undertaking
42:10 - Breadth-First Development
44:30 - Status of the ML Course and its Kick-Ass Coding Projects (Part 2)
50:15 - Why Math Academy Needs To Do a CS Course
56:45 - The Never-Ending Stream of Confusion
1:00:30 - The Story of Eurisko, the Most Advanced Math/CS Track in the USA
1:24:20 - Intuition Through Repetition: Machine Learning Edition
1:29:40 - The Importance of Spaced Review
1:43:30 - Upcoming Course Roadmap
1:47:40 - Spaced Repetition 2.0: Accounting For and Discouraging Reference Reliance
1:54:45 - Overhelping: A Pathology of the Over-Involved Parent/Tutor
1:59:21 - Yes, You Need to be Automatic on Math Facts (and Yes, Rapid-Fire Training is Coming)
2:04:55 - What Happens When Students Don't Know Their Math Facts
2:05:50 - The Horror of Attempting to Teach a Class When Students Have Multi-Year Deficits in Fundamental Skills
2:11:30 - Integrating Coding Into the Math Curriculum
2:18:00 - Combining Math and Coding is the Closest Thing to a Real-Life Superpower
2:18:55 - Creating a Full Math Degree and Getting Full College Credit
2:22:15 - The Power of Pre-Learning: The Greatest Educational Life Hack