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

Hands-On Python and Scikit-Learn: A Practical Guide to Machine LearningMaster Machine Learning with Python and Scikit-LearnAre 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?

Author:

Sarful Hassan

Publisher:

Independently Published

Publication Date:

Feb 05, 2025

Number of pages:

00272 pages

Binding:

Paperback or Softback

ISBN-10:

NA

ISBN-13:

9798309513123