Foundations
Deep Learning
Neural networks, CNNs, RNNs, transformers, diffusion models and training techniques
Skills in this topic
5 skills — Sign in to track your progress
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
Hacker News · ufoym
🧬 Deep Learning
⚡ AI Lesson
8y ago
Deepo: a Docker image containing almost all popular deep learning frameworks
Deepo: a Docker image containing almost all popular deep learning frameworks. 38 comments, 194 points on Hacker News.
Hacker News · IamFermat
🧬 Deep Learning
⚡ AI Lesson
10y ago
Setting Up a Deep Learning Machine from Scratch
Setting Up a Deep Learning Machine from Scratch. 64 comments, 324 points on Hacker News.
DeepCamp AI