{"product_id":"introduction-to-machine-learning-with-python-by-muller-guido","title":"Introduction to Machine Learning with Python by Müller \u0026 Guido","description":"\u003cdiv data-expanded=\"true\" class=\"a-expander-content a-expander-partial-collapse-content a-expander-content-expanded\"\u003e\n\u003cdiv id=\"drengr_MobileTabbedDescriptionOverviewContent_feature_div\" class=\"celwidget\" data-feature-name=\"drengr_MobileTabbedDescriptionOverviewContent\" data-csa-c-type=\"widget\" data-csa-c-content-id=\"drengr_MobileTabbedDescriptionOverviewContent\" data-csa-c-slot-id=\"drengr_MobileTabbedDescriptionOverviewContent_feature_div\" data-csa-c-asin=\"\" data-csa-c-is-in-initial-active-row=\"false\" data-cel-widget=\"drengr_MobileTabbedDescriptionOverviewContent_feature_div\" data-csa-c-id=\"6jzauk-bca05z-3yy72b-xp15gg\"\u003e\n\u003cp\u003e\u003cspan\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\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eYou’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.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eWith this book, you’ll learn:\u003c\/span\u003e\u003c\/p\u003e\n\u003cul class=\"a-unordered-list a-vertical\"\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eFundamental concepts and applications of machine learning\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eAdvantages and shortcomings of widely used machine learning algorithms\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eHow to represent data processed by machine learning, including which data aspects to focus on\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eAdvanced methods for model evaluation and parameter tuning\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eThe concept of pipelines for chaining models and encapsulating your workflow\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eMethods for working with text data, including text-specific processing techniques\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eSuggestions for improving your machine learning and data science skills\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ca:text textemphasis=\"true\"\u003e\u003c\/a:text\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003cdiv id=\"productInfoTabExpanderHeader0\" class=\"a-expander-header a-expander-partial-collapse-header\"\u003e\u003c\/div\u003e","brand":"Book Lovers BD","offers":[{"title":"Paperback","offer_id":55155956252963,"sku":null,"price":460.0,"currency_code":"BDT","in_stock":true},{"title":"Hardcover","offer_id":55155956285731,"sku":null,"price":570.0,"currency_code":"BDT","in_stock":true},{"title":"eBook","offer_id":55155956318499,"sku":null,"price":150.0,"currency_code":"BDT","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0954\/5872\/2083\/files\/rn-image_picker_lib_temp_adae9b10-0124-4ae8-b824-1f42045f0ebf.jpg?v=1779858813","url":"https:\/\/www.bookloversbd.shop\/products\/introduction-to-machine-learning-with-python-by-muller-guido","provider":"Book Lovers BD","version":"1.0","type":"link"}