Free Download Hands-On Python and Scikit-Learn: A Practical Guide to Machine Learning by Sarful Hassan
English | February 4, 2025 | ISBN: N/A | ASIN: B0DW428QNK | 337 pages | EPUB | 1.41 Mb
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 applicationsWho 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 conceptsWhy 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.
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