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118 lessons

📐 ML Fundamentals

Neural networks, backpropagation, gradient descent — the maths behind AI

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Keras 3 Distributed Training: Scaling Models with JAX using DataParallel, and ModelParallel
📐 ML Fundamentals
Keras 3 Distributed Training: Scaling Models with JAX using DataParallel, and ModelParallel
Google for Developers Beginner 3w ago
Understanding JAX: JIT, XLA, and Pure Functions Explained
📐 ML Fundamentals
Understanding JAX: JIT, XLA, and Pure Functions Explained
Google for Developers Beginner 2mo ago
NumPy & JAX NumPy (Part 2)
📐 ML Fundamentals
NumPy & JAX NumPy (Part 2)
Google for Developers Beginner 3mo ago
NumPy & JAX NumPy (Part 1)
📐 ML Fundamentals
NumPy & JAX NumPy (Part 1)
Google for Developers Beginner 3mo ago
Why JAX and Flax NNX?
📐 ML Fundamentals
Why JAX and Flax NNX?
Google for Developers Advanced 3mo ago
Introducing Flax NNX (Part 3)
📐 ML Fundamentals
Introducing Flax NNX (Part 3)
Google for Developers Beginner 3mo ago
Introducing Flax NNX (Part 1)
📐 ML Fundamentals
Introducing Flax NNX (Part 1)
Google for Developers Beginner 3mo ago
JAX AI Stack: Summary & Conclusion
📐 ML Fundamentals
JAX AI Stack: Summary & Conclusion
Google for Developers Beginner 3mo ago
Optimizing Flax NNX Models with Optax (Part 1)
📐 ML Fundamentals
Optimizing Flax NNX Models with Optax (Part 1)
Google for Developers Advanced 3mo ago
The intersection of AI, art, and design with Douglas Edric Stanley and Anthony Masure
📐 ML Fundamentals
The intersection of AI, art, and design with Douglas Edric Stanley and Anthony Masure
Google for Developers Beginner 8mo ago
François Chollet - Creating Keras 3
📐 ML Fundamentals
François Chollet - Creating Keras 3
Google for Developers Beginner 8mo ago
Darren Aronofsky and Demis Hassabis on storytelling in the age of AI
📐 ML Fundamentals
Darren Aronofsky and Demis Hassabis on storytelling in the age of AI
Google for Developers Beginner 10mo ago
Behind the lens: AI, creativity, and the future of filmmaking tools
📐 ML Fundamentals
Behind the lens: AI, creativity, and the future of filmmaking tools
Google for Developers Beginner 10mo ago
Turing winner David Patterson: how to give AI a bad carbon footprint
📐 ML Fundamentals
Turing winner David Patterson: how to give AI a bad carbon footprint
Google for Developers Intermediate 10mo ago
Demis Hassabis on the frontiers of AI
📐 ML Fundamentals
Demis Hassabis on the frontiers of AI
Google for Developers Beginner 10mo ago
What's new in the Gemmaverse
📐 ML Fundamentals
What's new in the Gemmaverse
Google for Developers Intermediate 10mo ago
Train your JAX models using model.fit(...) in Keras 3
📐 ML Fundamentals
Train your JAX models using model.fit(...) in Keras 3
Google for Developers Beginner 10mo ago
What is JAX?
📐 ML Fundamentals
What is JAX?
Google for Developers Beginner 10mo ago
GSoC: Machine Learning for Science (ML4SCI) Umbrella Organization
📐 ML Fundamentals
GSoC: Machine Learning for Science (ML4SCI) Umbrella Organization
Google for Developers Beginner 1y ago
Gemma Scope demo with Neuronpedia
📐 ML Fundamentals
Gemma Scope demo with Neuronpedia
Google for Developers Advanced 1y ago
Machine Learning Crash Course: Embeddings
2:37
📐 ML Fundamentals
Machine Learning Crash Course: Embeddings
Google for Developers Beginner 1y ago
Machine Learning Crash Course: Neural Networks Backprop
📐 ML Fundamentals
Machine Learning Crash Course: Neural Networks Backprop
Google for Developers Beginner 1y ago
Machine Learning Crash Course: Neural Networks Intro
📐 ML Fundamentals
Machine Learning Crash Course: Neural Networks Intro
Google for Developers Beginner 1y ago
Machine Learning Crash Course: Generalization
📐 ML Fundamentals
Machine Learning Crash Course: Generalization
Google for Developers Beginner 1y ago
Machine Learning Crash Course: Classification
📐 ML Fundamentals
Machine Learning Crash Course: Classification
Google for Developers Beginner 1y ago
Machine Learning Crash Course: Logistic Regression
📐 ML Fundamentals
Machine Learning Crash Course: Logistic Regression
Google for Developers Beginner 1y ago
Machine Learning Crash Course: Gradient Descent
📐 ML Fundamentals
Machine Learning Crash Course: Gradient Descent
Google for Developers Beginner 1y ago
Machine Learning Crash Course: The Optimistic ReLU Function
📐 ML Fundamentals
Machine Learning Crash Course: The Optimistic ReLU Function
Google for Developers Beginner 1y ago
Upskill your org in ML/AI with Kaggle
📐 ML Fundamentals
Upskill your org in ML/AI with Kaggle
Google for Developers Beginner 1y ago
The limitless possibilities of on-device ML: From accessible toys to grading grapes
📐 ML Fundamentals
The limitless possibilities of on-device ML: From accessible toys to grading grapes
Google for Developers Beginner 1y ago
Audio classification - ML on Web with MediaPipe: Episode 7
📐 ML Fundamentals
Audio classification - ML on Web with MediaPipe: Episode 7
Google for Developers Beginner 1y ago
Text classification - ML on Web with MediaPipe: Episode 9
📐 ML Fundamentals
Text classification - ML on Web with MediaPipe: Episode 9
Google for Developers Beginner 1y ago
Image embedding - ML on Web with MediaPipe: Episode 12
📐 ML Fundamentals
Image embedding - ML on Web with MediaPipe: Episode 12
Google for Developers Beginner 1y ago
A fireside chat with Jeanine Banks and Oriol Vinyals
📐 ML Fundamentals
A fireside chat with Jeanine Banks and Oriol Vinyals
Google for Developers Beginner 1y ago
Google Machine Learning Bootcamp Korea 2023  Recap
📐 ML Fundamentals
Google Machine Learning Bootcamp Korea 2023 Recap
Google for Developers Advanced 2y ago
Training an object detection model - ML on Raspberry Pi with MediaPipe Series
📐 ML Fundamentals
Training an object detection model - ML on Raspberry Pi with MediaPipe Series
Google for Developers Beginner 2y ago
Face stylization - ML on Android with MediaPipe Series
📐 ML Fundamentals
Face stylization - ML on Android with MediaPipe Series
Google for Developers Beginner 2y ago
Google Developer Experts Summit Europe 2023
📐 ML Fundamentals
Google Developer Experts Summit Europe 2023
Google for Developers Beginner 2y ago
Use your knowledge of Python to make AI
📐 ML Fundamentals
Use your knowledge of Python to make AI
Google for Developers Beginner 2y ago
How is everyone using Web ML? Get inspired!
📐 ML Fundamentals
How is everyone using Web ML? Get inspired!
Google for Developers Beginner 2y ago
Converting Python AI models to JavaScript
📐 ML Fundamentals
Converting Python AI models to JavaScript
Google for Developers Beginner 2y ago
Retraining existing ML models with transfer learning
📐 ML Fundamentals
Retraining existing ML models with transfer learning
Google for Developers Beginner 2y ago
Where can YOU learn about machine learning?
📐 ML Fundamentals
Where can YOU learn about machine learning?
Google for Developers Beginner 2y ago
Roll your own Web ML models from a blank canvas
📐 ML Fundamentals
Roll your own Web ML models from a blank canvas
Google for Developers Beginner 2y ago
Supercharge your web app with Machine Learning and MediaPipe
📐 ML Fundamentals
Supercharge your web app with Machine Learning and MediaPipe
Google for Developers Intermediate 2y ago
Audio classification - ML on Android with MediaPipe Series
📐 ML Fundamentals
Audio classification - ML on Android with MediaPipe Series
Google for Developers Intermediate 2y ago
Model training with MediaPipe Model Maker - ML on Android with MediaPipe Series
📐 ML Fundamentals
Model training with MediaPipe Model Maker - ML on Android with MediaPipe Series
Google for Developers Beginner 2y ago
Introduction - ML on Android with MediaPipe Series
📐 ML Fundamentals
Introduction - ML on Android with MediaPipe Series
Google for Developers Beginner 2y ago