01846nam a22001697a 4500 260702b |||||||| |||| 00| 0 eng d 9789352134571 005.133 MUL Muller, Andreas & Guido, Sarah Introduction to Machine Learning with Python: A Guide for Data Scientists Navi Mumbai Shroff Publishers & Distributors Pvt. Ltd. 2026 378P. Rs. 1400.00 Machine learning has become an integral part of many commercial applications and research projects, but this field is not exclusive to large companies with extensive research teams. If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions. With all the data available today, machine learning applications are limited only by your imagination. You'll learn the steps necessary to create a successful machine-learning application with Python and the scikit-learn library. Authors Andreas MŸller and Sarah Guido focus on the practical aspects of using machine learning algorithms, rather than the math behind them. Familiarity with the NumPy and matplotlib libraries will help you get even more from this book. With this book, you'll learn: Fundamental concepts and applications of machine learning Advantages and shortcomings of widely used machine learning algorithms How to represent data processed by machine learning, including which data aspects to focus on Advanced methods for model evaluation and parameter tuning The concept of pipelines for chaining models and encapsulating your workflow Methods for working with text data, including text-specific processing techniques Suggestions for improving your machine learning and data science skills Computer Science & Engineering BK 39167 39167 0 0 ddc 0 005_133000000000000 0 CSE Department 41871 IITE IULIB Book Rack 2026-07-02 Kushal Books Bill No. 170 Date: 29-06-2026 1 005.133 21133 2026-12-31 2026-07-04 13:06:05 2026-07-04 BK 0 0 ddc 0 005_133000000000000 0 CSE Department 41872 IITE IULIB Book Rack 2026-07-02 Kushal Books Bill No. 170 Date: 29-06-2026 1 005.133 21134 2026-08-01 2026-07-18 14:28:30 2026-07-18 BK 0 0 ddc 0 005_133000000000000 0 CSE Department 41873 IITE IITE Book Rack 2026-07-02 Kushal Books Bill No. 170 Date: 29-06-2026 0 005.133 21135 2026-07-02 11:12:18 BK