Название: PyTorch for Data Scientists: Machine Learning and Deep Learning with Python
Автор: Barry Luiz
Издательство: Independently published
Год: 2025
Страниц: 255
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

Harness the Power of PyTorch for Cutting-Edge AI Solutions.

PyTorch has become the go-to Deep Learning framework for researchers and industry professionals alike. Whether you're a data scientist, AI engineer, or Python enthusiast, this book will help you master PyTorch and apply it to real-world Machine Learning and Deep Learning challenges.

Master PyTorch for AI and Data Science.

This comprehensive guide takes you from the fundamentals of PyTorch to advanced deep learning techniques, enabling you to build, train, and optimize models with confidence. You'll start with an introduction to tensors and autograd, then progress to training neural networks, fine-tuning transformers, and deploying AI models. With practical examples and hands-on projects, you'll gain a deep understanding of PyTorch’s capabilities for natural language processing (NLP), computer vision, and structured data tasks.

By the end of this book, you'll be equipped with the skills to develop scalable, production-ready AI models using PyTorch, making you a valuable asset in the world of Data Science and Machine Learning.

PyTorch feels like Python. Its API is designed to be clean, intuitive, and easy to learn. You're not wrestling with complex abstractions; you're writing code that's natural and readable. This is a huge win when you're iterating quickly on models and need to understand exactly what's going on. Think of it as speaking fluently instead of stumbling over a foreign language.

PyTorch gives you unparalleled control over your models. You can easily define custom layers, loss functions, and optimization algorithms. This is crucial for tackling complex, research-driven problems where off-the-shelf solutions just won't cut it. As a data scientist, you're often dealing with unique data and business requirements. PyTorch empowers you to tailor your models to these specific needs.

Why Choose This Book?

- Practical Approach – Learn through real-world projects and hands-on exercises.
- Comprehensive Coverage – Covers everything from basic tensors to advanced Deep Learning architectures.
- Modern AI Techniques – Includes transformers, GANs, and reinforcement learning.
- Optimized for Efficiency – Learn best practices for model optimization and deployment.
- Perfect for Data Scientists – Tailored for those looking to apply Machine Learning to real-world datasets.

Start Building Smarter AI Models Today!
Don't just learn PyTorch—master it with this practical, in-depth guide. Grab your copy now and take your Data Science and AI skills to the next level!