02352nam\a2200361\a\4500 57746 20260428020003.0 260406t20162017caua 001 0 eng d 9789352134571 BTCTA eng BTCTA rda YDXCP BDX OCLCQ JBL APL TEF OCLCF AHS CHVBK OCLCO MVP FIE I8M CDN OCLCQ BD-DhIUB 005.133 23 M9581i Müller, Andreas C., author. Introduction to machine learning with Python : a guide for data scientists / Andreas C. Müller and Sarah Guido. Machine learning with Python First edition. Mumbai: Shroff Publishers and Distributors Pvt.Ltd., 2017 xii, 376 pages : illustrations ; 24 cm Includes index. Introduction -- Supervised learning -- Unsupervised learning and preprocessing -- Representing data and engineering features -- Model evaluation and improvement -- Algorithm chains and pipelines -- Working with text data -- Wrapping up. 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 Müller 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. -- CSE ps REF Risaam Python (Computer program language) Programming languages (Electronic computers) Data mining. Data mining. fast Programming languages (Electronic computers) fast Python (Computer program language) fast Maschinelles Lernen gnd Guido, Sarah, author. ddc BK 1 57746 57920 0 0 ddc 0 1 IUBL IUBL REF 2026-03-30 PURCHASE 1935.00 2017 0 005.133 M9581i 029609 2026-04-06 11:52:50 01 3870.00 2026-03-30 BK 0 0 ddc 0 0 IUBL IUBL GEN 2026-03-30 PURCHASE 1935.00 2017 0 005.133 M9581i 029610 2026-04-06 11:52:00 02 3870.00 2026-03-30 BK 0 0 ddc 0 0 IUBL IUBL GEN 2026-03-30 PURCHASE 1935.00 2017 1 1 005.133 M9581i 029611 2026-05-17 19:46:36 2026-04-27 03 3870.00 2026-03-30 BK