{"product_id":"data-science-concepts-and-techniques-with-applications-9783031174414","title":"Data Science Concepts and Techniques with Applications","description":"\u003cp\u003e\u003c\/p\u003e\u003cblockquote\u003e\n\u003cbr\u003eThis textbook covers both fundamental and advanced topics related to data science, including data analytics, data mining, machine learning, and Python and R programming. It is suitable for advanced undergraduate and graduate students and industrial practitioners, with a comprehensive presentation of important topics and application examples. \u003c\/blockquote\u003e\u003cp\u003e\u003cstrong\u003eFormat\u003c\/strong\u003e: Paperback \/ softback\u003cbr\u003e\u003cstrong\u003eLength\u003c\/strong\u003e: 474 pages\u003cbr\u003e\u003cstrong\u003ePublication date\u003c\/strong\u003e: 04 April 2023\u003cbr\u003e\u003cstrong\u003ePublisher\u003c\/strong\u003e: Springer International Publishing AG\u003cbr\u003e\u003c\/p\u003e \u003cp\u003e\u003cbr\u003eThis comprehensive textbook delves into both fundamental and advanced topics related to data science, serving as a valuable resource for students, researchers, and professionals alike. Data science, as a broad field, encompasses a wide range of disciplines, including data analytics, data mining, machine learning, and more.\u003cbr\u003e\u003cbr\u003eThe book is structured into three parts:\u003cbr\u003e\u003cbr\u003ePart 1: Introduction to Data Science\u003cbr\u003eChapter 1: An Overview of Data Science\u003cbr\u003eChapter 2: Types of Data and Their Uses\u003cbr\u003eChapter 3: Importance and Challenges of Data Analytics\u003cbr\u003e\u003cbr\u003ePart 2: Techniques and Tools in Data Science\u003cbr\u003eChapter 4: Data Pre-processing\u003cbr\u003eChapter 5: Classification and Clustering\u003cbr\u003eChapter 6: Text Mining\u003cbr\u003eChapter 7: Deep Learning\u003cbr\u003eChapter 8: Frequent Pattern Mining\u003cbr\u003eChapter 9: Regression Analysis\u003cbr\u003e\u003cbr\u003ePart 3: Python and R for Data Science\u003cbr\u003eChapter 10: Introduction to Python\u003cbr\u003eChapter 11: Introduction to R\u003cbr\u003eChapter 12: Practical Data Science with WEKA\u003cbr\u003e\u003cbr\u003eAn Appendix: Basic Mathematical Concepts in Data Science\u003cbr\u003e\u003cbr\u003eThis textbook is designed to cater to advanced undergraduate and graduate students as well as industrial practitioners engaged in research in data science. It offers a comprehensive presentation of important topics, accompanied by numerous application examples and a comprehensive list of further readings that guide readers to explore more in-depth research results or relevant publications.\u003cbr\u003e\u003cbr\u003eBy covering a wide range of topics and providing practical insights, this textbook equips readers with the skills and knowledge necessary to excel in the field of data science. Whether you are a beginner seeking to gain a foundational understanding or an experienced professional looking to advance your expertise, this book is an invaluable resource for your data science journey.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWeight\u003c\/strong\u003e: 759g\u003cbr\u003e\u003cstrong\u003eDimension\u003c\/strong\u003e: 235 x 155 (mm)\u003cbr\u003e\u003cstrong\u003eISBN-13\u003c\/strong\u003e: 9783031174414\u003cbr\u003e \u003cstrong\u003eEdition number\u003c\/strong\u003e: 2nd ed. 2023\u003c\/p\u003e","brand":"Usman Qamar,Muhammad Summair Raza","offers":[{"title":"Paperback \/ softback","offer_id":44265508700410,"sku":"9783031174414","price":54.13,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0522\/4297\/2845\/products\/noImage_1_5a004957-1f97-4b02-b5b2-0a37d5758b66.jpg?v=1685793241","url":"https:\/\/shulphink.com\/products\/data-science-concepts-and-techniques-with-applications-9783031174414","provider":"Shulph Ink","version":"1.0","type":"link"}