Hands-On Python and Scikit-Learn: A Practical Guide to Machine Learning

Hassan, Sarful

ISBN 13: 9798309513123

Published by Independently published, 2025

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Bibliographic Details

• Title: Hands-On Python and Scikit-Learn: A Practical Guide to Machine Learning
• Publisher: Independently published
• Publication Date: 2025
• Language: English
• ISBN 13: 9798309513123
• Binding: Soft cover
• Condition: New

About this title

Synopsis

Hands-On Python and Scikit-Learn: A Practical Guide to Machine Learning
Master Machine Learning with Python and Scikit-Learn

Are you ready to dive into the world of machine learning? Hands-On Python and Scikit-Learn: A Practical Guide to Machine Learning is your ultimate guide to mastering data preprocessing, model building, and evaluation using Python and Scikit-Learn.

Why This Book?

✅ Comprehensive & Hands-On – Covers supervised and unsupervised learning, model evaluation, and workflow automation. ✅ Real-World Applications – Learn to build models for predictive analytics, fraud detection, sentiment analysis, and more. ✅ Optimized for Python – Uses Python 3.x for efficient and scalable implementations. ✅ For Beginners & Professionals – Suitable for students, developers, and data scientists looking to master Scikit-Learn.

What You’ll Learn

✔️ Setting up Scikit-Learn for machine learning projects ✔️ Data preprocessing, feature selection, and transformation ✔️ Implementing linear regression, decision trees, SVMs, and ensemble models ✔️ Hyperparameter tuning and model optimization techniques ✔️ Clustering, anomaly detection, and dimensionality reduction ✔️ Building real-world machine learning applications

Who Should Read This Book?

📌 Beginners looking to start with machine learning and Scikit-Learn 📌 Developers & Engineers wanting practical AI applications 📌 Data Scientists & Analysts integrating predictive models 📌 Researchers & Students exploring advanced machine learning concepts

Why Choose This Book Over Others?

💡 Clear Explanations & Code Examples – Every concept is explained with easy-to-follow Python code. 💡 Project-Based Learning – Learn by building real AI applications. 💡 Updated & Practical – Covers the latest Scikit-Learn updates and real-world machine learning applications.

Take your machine learning skills to the next level with Scikit-Learn! 🚀

📘 Get your copy of Hands-On Python and Scikit-Learn: A Practical Guide to Machine Learning today!