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🧬 Deep Learning

Neural networks, CNNs, RNNs, transformers, diffusion models and training techniques

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Scale AI with Google's TPU software stack
Deep Learning ⚡ AI Lesson
Scale AI with Google's TPU software stack
Google for Developers Intermediate 4mo ago
Scale AI with Google's TPU software stack
Deep Learning ⚡ AI Lesson
Scale AI with Google's TPU software stack
Google for Developers Intermediate 5mo ago
Checkpointing Flax NNX Models with Orbax (Part 1)
Deep Learning ⚡ AI Lesson
Checkpointing Flax NNX Models with Orbax (Part 1)
Google for Developers Beginner 9mo ago
Debugging JAX & Flax NNX (Part 3)
Deep Learning ⚡ AI Lesson
Debugging JAX & Flax NNX (Part 3)
Google for Developers Intermediate 9mo ago
Scaling Up (Part 2)
Deep Learning ⚡ AI Lesson
Scaling Up (Part 2)
Google for Developers Beginner 9mo ago
Optimizing Flax NNX Models with Optax (Part 1)
Deep Learning ⚡ AI Lesson
Optimizing Flax NNX Models with Optax (Part 1)
Google for Developers Advanced 9mo ago
Debugging JAX & Flax NNX (Part 2)
Deep Learning ⚡ AI Lesson
Debugging JAX & Flax NNX (Part 2)
Google for Developers Beginner 9mo ago
Debugging JAX & Flax NNX (Part 1)
Deep Learning ⚡ AI Lesson
Debugging JAX & Flax NNX (Part 1)
Google for Developers Beginner 9mo ago
NumPy & JAX NumPy (Part 1)
Deep Learning ⚡ AI Lesson
NumPy & JAX NumPy (Part 1)
Google for Developers Beginner 9mo ago
Keras Turns 10: A decade of deep learning
Deep Learning ⚡ AI Lesson
Keras Turns 10: A decade of deep learning
Google for Developers Beginner 8mo ago
Keras Recommenders: reliable, state-of-the-art recommendations for ranking and retrieval
Deep Learning ⚡ AI Lesson
Keras Recommenders: reliable, state-of-the-art recommendations for ranking and retrieval
Google for Developers Beginner 9mo ago
Unlocking Low-Level Control: Customizing Keras Training Loops with JAX
AI News & Updates ⚡ AI Lesson
Unlocking Low-Level Control: Customizing Keras Training Loops with JAX
Google for Developers Beginner 4mo ago
How to use KerasHub with Hugging Face
Deep Learning ⚡ AI Lesson
How to use KerasHub with Hugging Face
Google for Developers Beginner 8mo ago
Scaling Up (Part 1)
Deep Learning ⚡ AI Lesson
Scaling Up (Part 1)
Google for Developers Beginner 9mo ago
Machine Learning Foundations: Ep #6 - Convolutional cats and dogs
Deep Learning ⚡ AI Lesson
Machine Learning Foundations: Ep #6 - Convolutional cats and dogs
Google for Developers Beginner 6y ago
Real-world image classification using convolutional neural networks | Machine Learning Foundations
Deep Learning ⚡ AI Lesson
Real-world image classification using convolutional neural networks | Machine Learning Foundations
Google for Developers Intermediate 6y ago
ML tutorial: How to solve classification problems with TensorFlow and multi-layer perceptrons
ML Fundamentals ⚡ AI Lesson
ML tutorial: How to solve classification problems with TensorFlow and multi-layer perceptrons
Google for Developers Beginner 3y ago
4.7.2: Beyond perceptrons: Convolutional Neural Network (CNNs) - Implementation with TensorFlow.js
Deep Learning ⚡ AI Lesson
4.7.2: Beyond perceptrons: Convolutional Neural Network (CNNs) - Implementation with TensorFlow.js
Google for Developers Intermediate 3y ago
Machine Learning Crash Course: The Optimistic ReLU Function
Deep Learning ⚡ AI Lesson
Machine Learning Crash Course: The Optimistic ReLU Function
Google for Developers Beginner 2y ago
ML tutorial: How to train neurons
ML Fundamentals ⚡ AI Lesson
ML tutorial: How to train neurons
Google for Developers Beginner 3y ago
4.6.2: Multi-layer perceptrons for classification -  Implementing a classifier in TensorFlow.js
ML Fundamentals ⚡ AI Lesson
4.6.2: Multi-layer perceptrons for classification - Implementing a classifier in TensorFlow.js
Google for Developers Intermediate 3y ago
Generative AI on mobile and web with Google AI Edge
Deep Learning ⚡ AI Lesson
Generative AI on mobile and web with Google AI Edge
Google for Developers Beginner 2y ago
A fireside chat with Jeanine Banks and Oriol Vinyals
ML Fundamentals ⚡ AI Lesson
A fireside chat with Jeanine Banks and Oriol Vinyals
Google for Developers Beginner 2y ago
5.3: Using layers models for transfer learning
Deep Learning ⚡ AI Lesson
5.3: Using layers models for transfer learning
Google for Developers Beginner 3y ago
2.5: 3 ways to use Machine Learning on the web with TensorFlow.js
Deep Learning ⚡ AI Lesson
2.5: 3 ways to use Machine Learning on the web with TensorFlow.js
Google for Developers Beginner 3y ago
Gemma Scope demo with Neuronpedia
Deep Learning ⚡ AI Lesson
Gemma Scope demo with Neuronpedia
Google for Developers Advanced 1y ago
Large language models with Keras
Deep Learning ⚡ AI Lesson
Large language models with Keras
Google for Developers Beginner 2y ago
Retraining existing ML models with transfer learning
Deep Learning ⚡ AI Lesson
Retraining existing ML models with transfer learning
Google for Developers Beginner 3y ago
4.3.1: What's a neuron?
Deep Learning ⚡ AI Lesson
4.3.1: What's a neuron?
Google for Developers Beginner 3y ago
Machine Learning frameworks for the gen AI era
Deep Learning ⚡ AI Lesson
Machine Learning frameworks for the gen AI era
Google for Developers Intermediate 2y ago
Advanced machine learning for web developers: Autoencoders, GANs, RNNs and more
Deep Learning ⚡ AI Lesson
Advanced machine learning for web developers: Autoencoders, GANs, RNNs and more
Google for Developers Beginner 3y ago
5.1: Transfer learning:  Retraining existing models in the web browser with TensorFlow.js
Deep Learning ⚡ AI Lesson
5.1: Transfer learning: Retraining existing models in the web browser with TensorFlow.js
Google for Developers Beginner 3y ago
What is AI, ML, and Deep Learning?
ML Fundamentals ⚡ AI Lesson
What is AI, ML, and Deep Learning?
Google for Developers Beginner 3y ago
Keras 3 Distributed Training: Scaling Models with JAX using DataParallel, and ModelParallel
Deep Learning
Keras 3 Distributed Training: Scaling Models with JAX using DataParallel, and ModelParallel
Google for Developers Beginner 6mo ago
Introducing Keras Recommenders: state-of-the-art recommendation techniques at your fingertips
Deep Learning
Introducing Keras Recommenders: state-of-the-art recommendation techniques at your fingertips
Google for Developers Beginner 5mo ago
Understanding JAX: JIT, XLA, and Pure Functions Explained
Deep Learning
Understanding JAX: JIT, XLA, and Pure Functions Explained
Google for Developers Beginner 8mo ago
NumPy & JAX NumPy (Part 2)
Deep Learning
NumPy & JAX NumPy (Part 2)
Google for Developers Beginner 9mo ago
Efficient Data Loading
Deep Learning
Efficient Data Loading
Google for Developers Beginner 9mo ago
Getting started with MNIST
Deep Learning
Getting started with MNIST
Google for Developers Beginner 9mo ago
Leveraging the JAX AI Stack
Deep Learning
Leveraging the JAX AI Stack
Google for Developers Beginner 9mo ago
Introducing Flax NNX (Part 1)
Deep Learning
Introducing Flax NNX (Part 1)
Google for Developers Beginner 9mo ago
Machine Learning Foundations: Ep #4 - Coding with Convolutional Neural Networks
Deep Learning
Machine Learning Foundations: Ep #4 - Coding with Convolutional Neural Networks
Google for Developers Beginner 6y ago
4.7.1: Beyond perceptrons: Convolutional Neural Network (CNNs) in the web browser
Deep Learning
4.7.1: Beyond perceptrons: Convolutional Neural Network (CNNs) in the web browser
Google for Developers Beginner 3y ago
What's new in Google AI
Deep Learning
What's new in Google AI
Google for Developers Beginner 2y ago