PyTorch Deep Learning in 7 Days
Ditulis pada: August 31, 2019
PyTorch Deep Learning in 7 Days, Boost your career in one week with the cutting-edge field of Deep Learning with PyTorch
Created by Packt Publishing
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What you'll learn
- Get comfortable with most commonly used PyTorch concepts, modules and API including Tensor operations, data representations, and manipulation
- Work with Deep Learning models and architectures including layers, activations, loss functions, gradients, chain rule, forward and backward passes, and optimizers
- Apply Deep Learning architectures to solve Machine Learning problems for Structured Datasets, Computer Vision, and Natural Language Processing
- Utilize the concept of Transfer Learning by using pre-trained Deep Learning models to your own problems
- Implement state of the art in Natural Language Processing to solve real-world problems such as sentiment analysis
- Implement a simple Generative Adversarial Network to generate fancy images after training on a large image dataset
- Requirements
- Basic knowledge of machine learning concepts and Python programming is required.
