Josh Tobin — Person Summaries
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OpenAI Spinning Up in Deep RL Workshop
Reinforcement learning (RL) is moving from “learn a policy in a toy setting” to “learn control strategies that operate in complex, real-time...
Lecture 01: When to Use ML and Course Vision (FSDL 2022)
Machine learning is moving into the mainstream, but the real challenge isn’t getting models to work—it’s deciding when ML is worth the added...
Lecture 1: Introduction to Deep Learning - Full Stack Deep Learning - March 2019
Deep learning’s breakthrough in 2012 wasn’t just a better model—it replaced hand-crafted image features with learned representations, turning “what...
Lecture 8: Data Management (Full Stack Deep Learning - Spring 2021)
Data management is where most deep learning projects quietly win or fail: getting messy, distributed inputs into a GPU-ready training pipeline—and...