Applied Deep Learning: Build a Chatbot - Theory, Application
Description
In this course, you'll learn the following:
- RNNs and LSTMs
- Word Embeddings
- Sequence Modeling
- PyTorch
- Building a Chatbot in PyTorch
We will first cover the theoretical concepts you need to know for building a Chatbot, which include RNNs, LSTMS, Word Embeddings and Sequence Models with Attention.
Then we will introduce you to PyTorch, a very powerful and advanced deep learning Library. We will show you how to install it and how to work with it and with PyTorch Tensors.
Then we will build our Chatbot in PyTorch! We'll do this step-by-step, and explain everything in detail!
We will also provide the trained model for students who do not want to train the model from scratch!
Finally, we'll have some exercise, and students who do it correct will be awarded!
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