Applied Deep Learning: Build a Chatbot - Theory, Application

Understand the Theory of RNNs, LSTMs, Sequence Modeling and apply them practically to build a Chatbot in PyTorch!
Instructed by: Fawaz Sammani | Subject: Development, Development Tools

Description

In this course, you'll learn the following: RNNs and LSTMs 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 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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Course Info

• 36 Lectures
• 5.5 Hours
• Language: English
• Subject: Development, Development Tools
• Instructed by: Fawaz Sammani
• Platform: Udemy