Deep Learning with PyTorch

Description

In this course, you will :

• Understand PyTorch and Deep Learning concepts.
• Build your neural network using Deep Learning techniques in PyTorch..
• Perform basic operations on your dataset using tensors and variables.
• Build artificial neural networks in Python with GPU acceleration.
• See how CNN works in PyTorch with a simple computer vision example.
• Train your RNN model from scratch for text generation.
• Use Auto Encoders in PyTorch to remove noise from images.
• Perform reinforcement learning to solve OpenAI's Cartpole task.
• Extend your knowledge of Deep Learning by using PyTorch to solve your own machine learning problems.