{"product_id":"data-science-and-analytics-with-python-9789393330345","title":"Data Science and Analytics with Python","description":"\u003cp\u003e • Author(s): Sandhya Arora and Latesh Malik\u003cbr\u003e • Publisher: Orient Blackswan Pvt Ltd\u003cbr\u003e • Publisher Imprint: Orient Blackswan Pvt Ltd\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eData Science and Machine Learning are the leading buzzwords of today. \u003cbr\u003e This book covers all aspects of these subjects, from data definition and categorization, classification techniques, clustering and ML algorithms to data stream and association rule mining, language data processing and neural networks. It explains descriptive and inferential statistical analysis, probability distribution and density functions as well as time series. It also describes the fundamentals of Python programming, the Python environment and libraries such as scikit-learn, NumPy and pandas, and takes a deep dive into data visualization modules and tools. \u003cbr\u003e Mastery of these areas will enable students to become proficient and effective data scientists. \u003cbr\u003e \u003cem\u003eSalient features\u003c\/em\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eIdeal for undergraduate courses on Data Science and Analytics\u003c\/li\u003e \u003cli\u003eProvides step-by-step instructions for setting up the Python environment and executing various libraries and packages\u003c\/li\u003e \u003cli\u003eAll chapters include relevant case studies, their Python code and output; the last chapter is dedicated to case studies\u003c\/li\u003e \u003cli\u003eOver 300 exercise questions comprising MCQs, programming exercises and concept-based questions, with answers provided for quick reference\u003c\/li\u003e \u003cli\u003eBibliography at the end of every chapter for further reading\u003c\/li\u003e \u003cli\u003eAndroid app with chapter-wise PowerPoint slides and job interview questions\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003eChapter-wise PowerPoint slides are available at: www.universitiespress.com\/DataScienceandAnalyticswithPython \u003c\/p\u003e","brand":"Orient Blackswan Pvt Ltd","offers":[{"title":"Paperback","offer_id":45616488218775,"sku":"9789393330345","price":557.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9789393330345.webp?v=1769294926","url":"https:\/\/atlanticbooks.com\/products\/data-science-and-analytics-with-python-9789393330345","provider":"Atlantic Books","version":"1.0","type":"link"}