Foundations

Deep Learning

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

2,917
lessons
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Neural Network Basics
beginner
Implement a 2-layer net in NumPy and PyTorch
CNN Architectures
intermediate
Build a CNN image classifier in PyTorch
Sequence Models
intermediate
Implement an LSTM text generator
Generative Models
advanced
Train a GAN on image data
Training at Scale
advanced
Use FP16/BF16 mixed precision training
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Deep Learning
Optimizing Flax NNX Models with Optax (Part 1)
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Debugging JAX & Flax NNX (Part 2)
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Deep Learning ⚡ AI Lesson
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Deep Learning
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Deep Learning
Applied Deep Learning 2025 - Lecture 10 - Explainable AI
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Deep Learning
Self Attention, Multi-Head Attention & Skip Connections Explained Simply and Visually | Transformers
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Deep Learning ⚡ AI Lesson
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Deep Learning
RayZer: A Self-supervised Large View Synthesis Model (ICCV 2025)
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Deep Learning
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Deep Learning ⚡ AI Lesson
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Deep Learning
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Deep Learning
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Deep Learning ⚡ AI Lesson
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Deep Learning ⚡ AI Lesson
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Deep Learning ⚡ AI Lesson
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Deep Learning
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Deep Learning
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Deep Learning
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Deep Learning
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Deep Learning
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Deep Learning
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Deep Learning
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Deep Learning
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