Free Download Hands-On Scikit-Learn and PyTorch for Machine Learning: From Beginner to Expert
English | 2025 | ASIN: B0DXK8WVJZ | 217 pages | PDF | 1.04 MB
Master machine learning with two of the most powerful libraries-Scikit-Learn and PyTorch. This hands-on guide takes you from foundational concepts to advanced applications, equipping you with the skills needed to build real-world AI solutions.
Book Summary
Machine learning is transforming industries, and mastering the right tools is essential for success. This book provides a practical, step-by-step approach to learning Scikit-Learn for traditional machine learning models and PyTorch for deep learning. Whether you're a beginner exploring data science or an experienced developer looking to expand your AI expertise, this guide offers clear explanations, real-world examples, and hands-on coding exercises.
You'll start with core machine learning techniques, such as regression, classification, and clustering, using Scikit-Learn. Then, you'll dive into PyTorch to build and train deep neural networks for tasks like computer vision and natural language processing. With a balanced blend of theory and practice, this book ensures you develop a solid understanding of ML workflows, model optimization, and deployment strategies.
Why Choose this Book?
Comprehensive Coverage - Learn both traditional ML and deep learning in a single resource. Hands-On Approach - Work through real-world projects and code implementations. Beginner-Friendly to Advanced - Start from the basics and progress to expert-level concepts. Practical Insights - Gain industry-relevant knowledge to solve real AI challenges. Updated for Modern AI - Covers the latest tools and techniques in Scikit-Learn and PyTorch.
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