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 | 26 | Founded | 2 months ago |
|---|---|---|---|---|---|
| Number of Listeners | Categories | CoursesEducation | |||
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Latest Episodes
We wrap up Week 1 by zooming out to the endgame of AI research: Artificial General Intelligence (AGI). What separates our current generative tools from true, human-level reasoning? We discuss the theoretical hurdles, scaling laws, and what the leap f... more
Description:Having covered the base architecture, we now look at how these models learn to behave. This episode explores Reinforcement Learning (RL) within the context of modern foundation models, focusing on how AI transitions from simply predicting... more
We are kicking off a brand new course with the architecture that changed everything: CS25. In this episode, we break down the fundamental mechanics of Transformers. If you've ever wondered how modern large language models actually process information... more
Short on time? We’ve distilled the entire Duke University "Machine Learning Foundations for Product Managers" course into a single 10-minute recap. This is the ultimate PM "Cram Session" for bridging the gap between business strategy and data science... more
What happens when your data doesn't fit neatly into a straight line? We move to Tree Models. This episode explores how algorithms can mimic human decision-making through a series of "If/Then" splits, and how combining them creates incredibly powerful... more
Sometimes the best solution is the simplest one. In this episode, we unpack Linear Models—the most interpretable and transparent tools in a Product Manager's AI toolkit. We break down how the math works in plain English so you can explain your model'... more
A model can have 99% accuracy and still fail your users. In this episode, we tackle Model Evaluation from the Product Manager's perspective. We bridge the gap between technical model metrics (what engineers care about) and product/business metrics (w... more
Building a model is about more than just data—it’s about a repeatable process. This episode walks through the lifecycle of a machine learning project, focusing on the strategic decisions a Product Manager must navigate to ensure a model is production... more
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Apple Podcasts | #91 |  Italy/Education/Courses |
Apple Podcasts | #10 |  Netherlands/Education/Courses |
Apple Podcasts | #77 |  Indonesia/Education/Courses |
Apple Podcasts | #119 |  India/Education/Courses |
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Apple Podcasts | #221 |  Ireland/Education/Courses |
Apple Podcasts | #230 | Netherlands/Education |
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AI Bites: The Academic Series launched 2 months ago and published 26 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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