Usman Qamar creator Muhammad Summair Raza text Cham Springer 2023 2023 2020 2nd ed. monographic eng

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xxiv, 474 p. This textbook comprehensively covers both fundamental and advanced topics related to data science. Data science is an umbrella term that encompasses data analytics, data mining, machine learning, and several other related disciplines. The chapters of this book are organized into three parts: The first part (chapters 1 to 3) is a general introduction to data science. Starting from the basic concepts, the book will highlight the types of data, its use, its importance and issues that are normally faced in data analytics, followed by presentation of a wide range of applications and widely used techniques in data science. The second part, which has been updated and considerably extended compared to the first edition, is devoted to various techniques and tools applied in data science. Usman Qamar and Muhammad Summair Raza Eng Data science Big data Data mining 006.312 USM-D 9783031174414 260710 20260710163441.0