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Andrew Ng — Person Summaries

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Testing Gemini 1.5 and a 1 Million Token Window

Sam Witteveen · 2 min read

Gemini 1.5 Pro marks a major step up for long-context AI: it pairs a newly updated model with a dramatically expanded context window—up to 1,048,576...

Gemini 1.5 ProMillion Token ContextMixture of Experts

Lecture 01: When to Use ML and Course Vision (FSDL 2022)

The Full Stack · 3 min read

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...

ML-Powered ProductsWhen To Use MLML Ops vs ML Products

Lecture 7: Troubleshooting Deep Neural Networks (Full Stack Deep Learning - Spring 2021)

The Full Stack · 3 min read

Troubleshooting deep neural networks is hard because the same drop in performance can come from many different causes—and many bugs don’t announce...

Neural Network DebuggingBias-Variance DecompositionData Pipeline Bugs