{"product_id":"9780323917780","title":"Fundamentals of Data Science","description":"\u003cp\u003eFundamentals of Data Science: Theory and Practice 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.  The 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":"Jugal K. Kalita","offers":[{"title":"Default Title","offer_id":52418291401022,"sku":"9780323917780","price":3678.0,"currency_code":"ZAR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4357\/7662\/files\/9780323917780.jpg?v=1761221273","url":"https:\/\/exclusivebooks.co.za\/products\/9780323917780","provider":"Exclusive Books Online","version":"1.0","type":"link"}