TY - BOOK ID - 37687088 TI - Introduction to machine learning with Python : a guide for data scientists AU - Müller, Andreas C. AU - Guido, Sarah PY - 2017 SN - 9781449369415 1449369413 144936988X 1449369898 1449369901 PB - Sebastopol: O'Reilly, DB - UniCat KW - Machine learning KW - Python (Computer program language) KW - Programming languages (Electronic computers) KW - Data mining KW - Artificial intelligence. Robotics. Simulation. Graphics UR - https://www.unicat.be/uniCat?func=search&query=sysid:37687088 AB - 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. ER -