1. DEEP 🐳 BLUEBERRY 📘 BOOK
  2. 1. Deep Learning Foundations
  3. 2. Deep Computer Vision
  4. 3. Deep Sequence Models
  5. 4. Deep Generative Models
  6. 5. Deep Reinforcement Learning
  7. 6. Deeper: What's next?

🐳 📘 Deep Blueberry Book: Deep Learning 📘 🐳

Deep Sequence Models

🐳 ☕️ 🧧

  • Learn how RNNs (LSTMs, GRUs) work and why they are used to process sequences

Videos + Readings

  1. 40 min 2015-Sep Andrej Karpathy: Visualizing and Understanding Recurrent Networks
    • 2015-May The Unreasonable Effectiveness of RNN
  2. 2015-Aug Christopher Olah: Understanding LSTM Networks
  3. 24 min 2018-Sep Michael Nguyen: An illustrated Guide to RNN and LSTM
    • 10 min Illustrated Guide to Recurrent Neural Networks: Understanding the Intuition
    • 12 min Illustrated Guide to LSTM's and GRU's: A step-by-step explanation
    • RNN Article | LSTM + GRU Article
  4. 27 min 2017-Jun Brandon Rohrer: RNN and LSTM
  5. 2019-Jan Ava Soleimany: Deep Sequence Modeling

🐳 🐳 🐳

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