Convolutional Neural Networks

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Follow along with the code in the directory ml-class / videos / cnn. For setup instructions, check our Getting Started page.


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Course Overview
What is Machine Learning?
Getting Started
1. Build a Neural Network
2. Multilayer Perceptrons
3. Convolutional Neural Networks
4. Autoencoders
5. Sentiment Analysis
6. Recurrent Neural Networks
7. Text Generation
8. Text Classification
9. Long Short-Term Memory
10. Seq2Seq