{"product_id":"introduction-to-machine-learning-with-python-a-guide-for-data-scientists-9781449369415","title":"Introduction to Machine Learning with Python: A Guide for Data Scientists","description":"\u003cp\u003e • Author(s): Andreas C. Meuller\u003cbr\u003e • Publisher: O'Reilly Media\u003cbr\u003e • Publisher Imprint: O'Reilly Media\u003cbr\u003e • BISAC: Languages - Python\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eMachine 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. \u003c\/p\u003e\u003cp\u003e Youâ ll learn the steps necessary to create a successful machine-learning application with Python and the scikit-learn library. Authors Andreas MÃ1\/4ller 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. \u003c\/p\u003e\u003cp\u003e With this book, youâ ll learn: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eFundamental concepts and applications of machine learning \u003c\/li\u003e\n\u003cli\u003eAdvantages and shortcomings of widely used machine learning algorithms \u003c\/li\u003e\n\u003cli\u003eHow to represent data processed by machine learning, including which data aspects to focus on \u003c\/li\u003e\n\u003cli\u003eAdvanced methods for model evaluation and parameter tuning \u003c\/li\u003e\n\u003cli\u003eThe concept of pipelines for chaining models and encapsulating your workflow \u003c\/li\u003e\n\u003cli\u003eMethods for working with text data, including text-specific processing techniques \u003c\/li\u003e\n\u003cli\u003eSuggestions for improving your machine learning and data science skills \u003c\/li\u003e\n\u003c\/ul\u003e","brand":"O'Reilly Media","offers":[{"title":"Paperback","offer_id":45035180097687,"sku":"9781449369415","price":4149.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781449369415.webp?v=1769211532","url":"https:\/\/atlanticbooks.com\/products\/introduction-to-machine-learning-with-python-a-guide-for-data-scientists-9781449369415","provider":"Atlantic Books","version":"1.0","type":"link"}