Data science concepts and techniques with applications /
Usman Qamar
Data science concepts and techniques with applications / Usman Qamar and Muhammad Summair Raza - 2nd ed. - Cham : Springer, 2023 - 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.
Eng
9783031174414
Data science
Big data
Data mining
006.312 / USM-D
Data science concepts and techniques with applications / Usman Qamar and Muhammad Summair Raza - 2nd ed. - Cham : Springer, 2023 - 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.
Eng
9783031174414
Data science
Big data
Data mining
006.312 / USM-D