{"product_id":"9780128213803","title":"Practical Machine Learning for Data Analysis Using Python","description":"Practical Machine Learning for Data Analysis Using Python is a problem solver's guide for creating real-world intelligent systems. It provides a comprehensive approach with concepts, practices, hands-on examples, and sample code. The book teaches readers the vital skills required to understand and solve different problems with machine learning. It teaches machine learning techniques necessary to become a successful practitioner, through the presentation of real-world case studies in Python machine learning ecosystems. The book also focuses on building a foundation of machine learning knowledge to solve different real-world case studies across various fields, including biomedical signal analysis, healthcare, security, economics, and finance. Moreover, it covers a wide range of machine learning models, including regression, classification, and forecasting. The goal of the book is to help a broad range of readers, including IT professionals, analysts, developers, data scientists, engineers, and graduate students, to solve their own real-world problems.\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e- Offers a comprehensive overview of the application of machine learning tools in data analysis across a wide range of subject areas\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e- Teaches readers how to apply machine learning techniques to biomedical signals, financial data, and healthcare data\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e- Explores important classification and regression algorithms as well as other machine learning techniques\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e- Explains how to use Python to handle data extraction, manipulation, and exploration techniques, as well as how to visualize data spread across multiple dimensions and extract useful features","brand":"Elsevier Science \u0026 Technology Books","offers":[{"title":"Default Title","offer_id":46292310491377,"sku":"9780128213803","price":125.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0674\/5433\/7265\/files\/9780128213803_p0.jpg?v=1765840135","url":"https:\/\/shop.barnesandnoble.com\/products\/9780128213803","provider":"Barnes \u0026 Noble","version":"1.0","type":"link"}