Applied Deep Learning: Build a Chatbot - Theory, Application
- Description
- Curriculum
- FAQ
- Reviews
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!
Please Note an important thing: If you don’t have prior knowledge on Neural Networks and how they work, you won’t be able to cope well with this course. Please note that this is not a Deep Learning course, it’s an Application of Deep Learning, as the course names implies (Applied Deep Learning: Build a Chatbot). The course level is Intermediate, and not Beginner. So please familiarize yourself with Neural Networks and it’s concepts before taking this course. If you are already familiar, then your ready to start this journey!
-
16The DatasetVideo lesson
-
17Processing the Dataset Part 1Video lesson
-
18Processing the Data Part 2Video lesson
-
19Processing the Dataset Part 3Video lesson
-
20Processing the Dataset Part 4Video lesson
-
21Processing the WordsVideo lesson
-
22Processing the TextVideo lesson
-
23Processing the Text Part 2Video lesson
-
24Filtering the TextVideo lesson
-
25Getting Rid of Rare WordsVideo lesson

External Links May Contain Affiliate Links read more