AI Bites: The Academic Series
Jack LakkapragadaWelcome to AI Bites. This podcast features AI-generated deep dives into the world’s most prestigious computer science curricula. Based on personal study notes and publicly available course material from Stanford University (CS124, CS221, and more), these episodes use Google’s NotebookLM to transform dense academic topics into conversational summaries. Perfect for learning on the go, whether you're... more
| Publishes | Daily | Episodes | 12 | Founded | 10 days ago |
|---|---|---|---|---|---|
| Categories | EducationCourses | ||||
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Latest Episodes
We’re kicking off a brand new series! This week we dive into CS21SI, a course that bridges the gap between technical AI development and its real-world impact. We start at the beginning: how machines learn and the ethical guardrails we need to build a... more
A quick and easy way to understand CS124 in a quick video byte. Generated by Google NotebookLM using my personal class notes.
A quick video bite on CS221 and what the whole course is about - generated by Google NotebookLM from my class notes.
We’ve reached the finish line! 🏁 In our final installment of the Stanford CS221 series, we tackle the last pieces of the AI puzzle: moving from probabilistic reasoning to actual learning, and revisiting the power of symbolic logic.
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We are moving from logic to probability! This week in Stanford’s CS221, we transition from the rigid rules of Constraint Satisfaction Problems (CSPs) into the flexible world of Probabilistic Graphical Models. We explore how AI handles uncertainty and... more
How does AI play to win? This week in Stanford’s CS221, we shift gears from simple pathfinding to navigating adversarial environments and solving complex logic puzzles with strict boundaries.
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Games: Exploring strategic decision-mak... more
We’re leveling up the complexity this week in Stanford’s CS221. We move from basic search into "smart" search and start exploring how AI handles sequences and uncertainty through Markov models.
Key Topics:• Structured Perceptron: Moving beyond simpl... more
We’re diving deeper into the engine room of Artificial Intelligence this week. We continue our journey through Stanford’s CS221, moving from basic ML foundations into the math of optimization and the logic of search algorithms.
Key Topics:• Machine ... more
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Apple Podcasts | #166 |  United States/Education/Courses |
Apple Podcasts | #229 |  United Kingdom/Education/Courses |
Apple Podcasts | #35 |  Australia/Education/Courses |
Apple Podcasts | #72 |  Italy/Education/Courses |
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Apple Podcasts | #33 |  Ireland/Education/Courses |
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Apple Podcasts | #193 |  India/Education/Courses |
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AI Bites: The Academic Series launched 10 days ago and published 12 episodes to date. You can find more information about this podcast including rankings, audience demographics and engagement in our podcast database.
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