000			01190 a2200217 4500
999			_c198785 _d198785
020			_a9781492041139
020			_a9789352138326
040			_cCUS
082			_a005.7565 _bGRU/D
100			_aGrus, Joel _912552
245			_aData science from scratch: first principles with Python/ _cJoel Grus
250			_a2nd ed.
260			_aKolkata: _bShroff Publishers, _c2019.
300			_axvii, 384 p. : _bill. ; _c24 cm.
505			_aIntroduction -- A crash course in Python -- Visualizing data -- Linear algebra -- Statistics -- Probability -- Hypothesis and inference -- Gradient descent -- Getting data -- Working with data -- Machine learning -- k-Nearest neighbors -- Naive bayes -- Simple linear regression -- Multiple regression -- Logistic regression -- Decision trees -- Neural networks -- Deep learning -- Clustering -- Natural language processing -- Network analysis -- Recommender systems -- Databases and SQL -- MapReduce -- Data ethics -- Go forth and do data science.
650			_aPython (Computer program language) _91915
650			_aData structures (Computer science) _9606
650			_aDatabase management _96946
650			_aData mining _912553
942			_cWB16 _05