000			01633nam a22002897i 4500
005			20250826132923.0
008			250805s2024 ii a|||fr|||| 001 0 eng d
020			_a9789355519818
040			_aEG-GaU‬‬ _cEG-GaU‬‬ _dEG-GaU‬‬ _erda
082	0	4	_223 _a006.31 _bB.M.O
100	1		_aBaig, Mirza Rahim, _eauthor. _962945
245	1	0	_aOptimizing AI and Machine Learning Solutions : _bbyour ultimate guide to building high-impact ML/AI solutions / _cMirza Rahim Baig.
250			_aFirst edition.
264		1	_aNew Delhi : _bBPB Publications, _c2024.
300			_a370 pages : _billustrations ; _c24 cm.
336			_2rdacontent _atext _btxt
337			_2rdamedia _aunmediated _bn
338			_2rdacarrier _avolume _bnc
504			_aIncludes index.
505			_aOptimizing a Machine Learning/Artificial Intelligence solution -- ML problem formulation: setting the right objective -- Data collection and pre-processing -- Model evaluation and debugging -- Imbalanced machine learning -- Hyper-parameter tuning -- Parameter optimization algorithms -- Optimizing deep learning models -- Optimizing image models -- Optimizing natural language processing models -- Transfer learning.
520			_a"Practical guide to building high-impact ML/AI solutions with optimization at each step: problem formulation, data preparation, model evaluation, hyperparameter tuning, deep learning, transfer learning, and real-world case studies."
650		4	_aMachine learning. _9972
650		4	_aArtificial intelligence. _962943
650		4	_aData mining. _961709
942			_2ddc _cBK
999			_c12021 _d12021