PyTorch: A Comprehensive Guide: A Practical Approach to Deep Learning, NLP, and Reinforcement Learning (Paperback) (ISBN-13: 9798310777675)

Learn, build, and deploy real-world AI models using PyTorch - the framework trusted by top AI researchers and developers worldwide.

If you've ever wondered how AI really works or how to build your own intelligent systems, this book gives you the complete roadmap - from deep learning basics to advanced model deployment in production environments.

✅ Deep Learning Essentials - Understand neural networks, activation functions, loss metrics, and optimizers in simple, practical steps.
✅ Computer Vision & NLP - Build image classifiers, object detectors, and text summarization systems using convolutional and transformer-based models.
✅ Reinforcement Learning (RL) - Train AI agents to play Atari games and learn decision-making through experience.
✅ Model Training & Optimization - Discover how to fine-tune hyperparameters, debug models, and boost performance efficiently.
✅ Model Deployment - Serve PyTorch models using ONNX, Flask, FastAPI, and deploy them seamlessly on AWS, Azure, or Google Cloud.

Author: Kits for Life
ISBN-13: 9798310777675
Publisher: Independently Published
Language: English
Published: 02/14/2025
Pages: 86
Format: Paperback
Weight: 0.28lbs
Size: 9.00h x 6.00w x 0.18d