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🎥 - Video lessons coming soon!
Empowering you to use machine learning to get valuable insights from data.
Basics | Deep Learning | Advanced | Topics |
---|---|---|---|
📓 Notebooks | 🔥 PyTorch | 📚 Advanced RNNs | 📸 Computer Vision |
🐍 Python | 🎛️ Multilayer Perceptrons | 🏎️ Highway and Residual Networks | ⏰ Time Series Analysis |
🔢 NumPy | 🔎 Data & Models | 🔮 Autoencoders | 🏘️ Topic Modeling |
🐼 Pandas | 📦 Object-Oriented ML | 🎭 Generative Adversarial Networks | 🛒 Recommendation Systems |
📈 Linear Regression | 🖼️ Convolutional Neural Networks | 🐝 Transformer Networks | 🗣️ Pretrained Language Modeling |
📊 Logistic Regression | 📝 Embeddings | 🤷 Multitask Learning | |
🌳 Random Forests | 📗 Recurrent Neural Networks | 🎯 One-shot Learning | |
💥 Clustering | 🍒 Reinforcement Learning |
notebooks
directory in this repo.https://github.com/
with https://colab.research.google.com/github/
in the notebook URL or use this Chrome extension to do it with one click.COPY TO DRIVE
button on the toolbar. This will open the notebook on a new tab.Copy of
part in the title.🇨🇳 - If you are from China or another country where Google is blocked, checkout the links above to the other free services like Jupyter Binder. Also check out Kesci for the content in Chinese.
.ipynb
file.Upload files
..ipynb
file.Propose changes
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