By the end of the video course, you will have developed a good understanding of, and feeling for, the algorithms and techniques used. You'll have a good knowledge of how PyTorch works and how you can use it in to solve your daily machine learning problems.
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Best-in-class content by leading faculty and industry leaders in the form of videos, cases and projects
Deep Learning with PyTorchRead more
In this course, you will learn how to accomplish useful tasks using Convolutional Neural Networks to process spatial data such as imag...es and using Recurrent Neural Networks to process sequential data such as texts. You will explore how you can make use of unlabeled data using Auto Encoders. You will also be training a neural network to learn how to balance a pole all by itself, using Reinforcement Learning. Throughout this journey, you will implement various mechanisms of the PyTorch framework to do these tasks.Read more
Skills You Will Gain
Python ProgrammingRead more
Getting Started With PyTorch
Training Your First Neural Network
Computer Vision – CNN for Digits Recognition
Se ... quence Models – RNN for Text Generation
Autoencoder - Denoising Images
Reinforcement Learning – Balance Cartpole Using DQNRead more
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