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6 lessons

🧬 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
Scale AI with Google's TPU software stack
Google for Developers Intermediate 1mo ago
Scale AI with Google's TPU software stack
Deep Learning
Scale AI with Google's TPU software stack
Google for Developers Intermediate 2mo ago
Debugging JAX & Flax NNX (Part 3)
Deep Learning
Debugging JAX & Flax NNX (Part 3)
Google for Developers Intermediate 7mo ago
Machine Learning frameworks for the gen AI era
Deep Learning
Machine Learning frameworks for the gen AI era
Google for Developers Intermediate 2y ago
4.7.2: Beyond perceptrons: Convolutional Neural Network (CNNs) - Implementation with TensorFlow.js
Deep Learning
4.7.2: Beyond perceptrons: Convolutional Neural Network (CNNs) - Implementation with TensorFlow.js
Google for Developers Intermediate 3y ago
Real-world image classification using convolutional neural networks | Machine Learning Foundations
Deep Learning
Real-world image classification using convolutional neural networks | Machine Learning Foundations
Google for Developers Intermediate 6y ago
📚 Continue on Coursera External links · Free to audit
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Transformer Architectures and Multimodal Models
📚 External: Coursera ↗
Self-paced
Transformer Architectures and Multimodal Models
Opens on Coursera ↗
Classify Radio Signals with PyTorch
📚 External: Coursera ↗
Self-paced
Classify Radio Signals with PyTorch
Opens on Coursera ↗
Deep Learning with PyTorch : Image Segmentation
📚 External: Coursera ↗
Self-paced
Deep Learning with PyTorch : Image Segmentation
Opens on Coursera ↗
Python Generators
📚 External: Coursera ↗
Self-paced
Python Generators
Opens on Coursera ↗
Data Balancing with Gen AI: Credit Card Fraud Detection
📚 External: Coursera ↗
Self-paced
Data Balancing with Gen AI: Credit Card Fraud Detection
Opens on Coursera ↗
Visualizing Filters of a CNN using TensorFlow
📚 External: Coursera ↗
Self-paced
Visualizing Filters of a CNN using TensorFlow
Opens on Coursera ↗