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Book 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?

Book details

Book category Books in German Naturwissenschaften, Medizin, Informatik, Technik Informatik, EDV Informatik

• Full title: Hands-On Python and Scikit-Learn
• Author: Sarful Hassan
• Language: English
• Binding: Paperback
• Number of pages: 272
• EAN: 9798309513123
• ID: 48017271
• Publisher: Amazon Digital Services LLC - Kdp
• Weight: 367 g
• Dimensions: 229 × 152 × 14 mm
• Date of publishing: 05. February 2025

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