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Hands-On Python and Scikit-Learn: A Practical Guide to Machine Learning
Paperback
Publisher: Independently Published
Published: Feb 5 2025
Pages: 272
Weight: 0.81
Height: 0.57 Width: 6.00 Depth: 9.00
Language: English
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.
✅ 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
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