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Keywords

deep learning tutorial pytorch tutorial learn deep learning from scratch pytorch for beginners intro to deep learning introduction to deep learning pytorch course chatbot tutorial learn deep learning deep learning learn deep learning with python deep learning python

Full Transcript

In this course you will learn the key concepts behind deep learning and how to apply the concepts to a real-life project using PyTorch and Python. You'll learn the following: ⌨️ RNNs and LSTMs ⌨️ Sequence Modeling ⌨️ PyTorch ⌨️ Building a Chatbot in PyTorch ⭐️Requirements ⭐️ ⌨️ Some Basic High School Mathematics ⌨️ Some Basic Programming Knowledge ⌨️ Some basic Knowledge about Neural Networks ❤️ Try interactive AI courses we love, right in your browser: https://scrimba.com/freeCodeCamp-AI (Made possible by a grant from our friends at Scrimba) ⭐️Contents ⭐️ ⌨️ (0:00:08) Recurrent Nerual Networks - RNNs and LSTMs ⌨️ (0:35:54) Sequence-To-Sequence Models ⌨️ (0:44:31) Attention Mechanisms ⌨️ (0:57:17) Introduction to PyTorch ⌨️ (1:10:02) PyTorch Tensors ⌨️ (1:28:03) Chatbot: Processing the Dataset ⌨️ (2:48:12) Chatbot: Data Preperation ⌨️ (3:33:26) Chatbot: Building the Model ⌨️ (4:53:42) Chatbot: Training the Model 🔗PyTorch Chatbot tutorial: https://pytorch.org/tutorials/beginner/chatbot_tutorial.html Course developed by Fawaz Sammani. Check out more courses from him on Udemy: https://www.udemy.com/user/fawaz-sammani/ -- Learn to code for free and get a developer job: https://www.freecodecamp.org Read hundreds of articles on programming: https://medium.freecodecamp.org

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