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What is Deep Learning ? - Course Introduction
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Deep Learning with Keras - Python
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- 1 What is Deep Learning ? - Course Introduction
- 2 Convolutional Neural Networks (CNN / Convnets)
- 3 Convolutional Neural Networks (CNN) Implementation with Keras - Python
- 4 Recurrent Neural Networks (RNN) and Long Short Term Memory Networks (LSTM)
- 5 Recurrent Neural Networks (LSTM / RNN) Implementation with Keras - Python
- 6 Word2Vec - Skipgram and CBOW
- 7 Word2Vec with Gensim - Python
- 8 Deep Learning Chatbot using Keras and Python - Part I (Pre-processing text for inputs into LSTM)
- 9 Deep Learning Chatbot using Keras and Python - Part 2 (Text/word2vec inputs into LSTM)
- 10 Activation Functions in Neural Networks (Sigmoid, ReLU, tanh, softmax)
