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9781800561618

Deep Learning with PyTorch Lightning: Build and train high-performance artificial intelligence and self-supervised models using Python / Kunal Sawarkar, Dheeraj Arremsetty

Publication Date: 2022

ISBN: 9781800561618

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You’ll learn how to configure PyTorch Lightning on a cloud platform, understand the architectural components, and explore how they are configured to build various industry solutions. You’ll build a neural network architecture, deploy an application from scratch, and see how you can expand it based on your specific needs, beyond what the framework can provide. In the later chapters, you’ll also learn how to implement capabilities to build and train various models like Convolutional Neural Nets (CNN), Natural Language Processing (NLP), Time Series, Self-Supervised Learning, Semi-Supervised Learning, Generative Adversarial Network (GAN) using PyTorch Lightning.


Subject: Artificial Intelligence, Data Science, Programming languages, Python