• Unit 2
  • Classifier Diagnostics (preview, Colab)
  • Image Operations (preview, Colab)
• Unit 4
  • compute-grad-PyTorch (preview, Colab)
  • Trace Simple Image Classifier (preview, Colab)
• Unit 5
  • Softmax, part 1 (preview, Colab)
  • Softmax and Sigmoid (preview, Colab)
  • Linear Regression the PyTorch Way (preview, Colab)
• Unit 6
  • Train Simple Image Classifier (preview, Colab)
• Unit 7
  • Regression in scikit-learn (preview, Colab)
  • Classification in scikit-learn (preview, Colab)
• Unit 8
  • Tokenization (preview, Colab)
• Unit 9
  • Logits in Causal Language Models (preview, Colab)
• Unit 11
  • Translation as Language Modeling (preview, Colab)
• Unit 12
  • Models for Sequence Data (preview, Colab)
  • Time Series Modeling and EDA (preview, Colab)
• Unit 13
  • Why so big? Counting parameters in sequence models (preview, Colab)