{"product_id":"fundamentals-of-data-science-theory-and-practice-9780323917780","title":"Fundamentals of Data Science: Theory and Practice","description":"\u003cp\u003e • Author(s): Jugal K. Kalita\u003cbr\u003e • Publisher: Academic Press\u003cbr\u003e • Publisher Imprint: Academic Press\u003cbr\u003e • BISAC: Computer Science\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003ci\u003eFundamentals of Data Science: Theory and Practice\u003c\/i\u003e presents basic and advanced concepts in data science along with real-life applications. The book provides students, researchers and professionals at different levels a good understanding of the concepts of data science, machine learning, data mining and analytics. Users will find the authors' research experiences and achievements in data science applications, along with in-depth discussions on topics that are essential for data science projects, including pre-processing, that is carried out before applying predictive and descriptive data analysis tasks and proximity measures for numeric, categorical and mixed-type data.\u003c\/p\u003e \u003cp\u003eThe book's authors include a systematic presentation of many predictive and descriptive learning algorithms, including recent developments that have successfully handled large datasets with high accuracy. In addition, a number of descriptive learning tasks are included.\u003c\/p\u003e","brand":"Academic Press","offers":[{"title":"Paperback","offer_id":45310045028503,"sku":"9780323917780","price":7245.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9780323917780.webp?v=1769286884","url":"https:\/\/atlanticbooks.com\/products\/fundamentals-of-data-science-theory-and-practice-9780323917780","provider":"Atlantic Books","version":"1.0","type":"link"}