000			01442nam a22002417a 4500
005			20260710163441.0
008			260710m20232020|||||||| |||| 00| 0 eng d
020			_a9783031174414
040			_cPK-LaUMT
082			_a006.312 _bUSM-D
100	0		_aUsman Qamar _913561
245	1	0	_aData science concepts and techniques with applications / _cUsman Qamar and Muhammad Summair Raza
250			_a2nd ed.
260			_aCham : _bSpringer, _c2023
300			_axxiv, 474 p.
520			_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.
546			_aEng
650			_aData science _9333
650			_aBig data
650			_aData mining
700	0		_aMuhammad Summair Raza _913562
942			_cBK
999			_c141382 _d141382