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This video reviews the academic literature on Intelligent Tutoring Systems. Based on that review we talk abstractly and practically about what a learning system could look like based on that literature.
Timestamps
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00:56 Part 1: Academic Literature Review
1:42 ACT-R
4:11 Knowledge Tracing
6:26 Constructivism
8:00 Recommender Systems
9:37 Pedagogical Strategies
11:48 The Singularity
12:45 Part 2: Practical Takeaways
18:17 Outro
Footnotes:
In the intro the Cognitive Scientist is Tenembaum, the ML researcher is Schmidhuber, and the Software Engineer is ThePrimeagen.