01373nam a22002177a 450000500170000000800410001702000180005804000130007608200190008910000160010824501000012425000120022426000280023630000170026452007940028154600080107565000170108365000130110065000160111370000260112920260710163441.0260710m20232020|||||||| |||| 00| 0 eng d  a9783031174414  cPK-LaUMT  a006.312bUSM-D0 aUsman Qamar10aData science concepts and techniques with applications /cUsman Qamar and Muhammad Summair Raza  a2nd ed.  aCham :bSpringer,c2023  axxiv, 474 p.  aThis 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.  aEng  aData science  aBig data  aData mining0 aMuhammad Summair Raza