000			01331nam a22002057a 4500
003			OSt
005			20260427170114.0
008			260427b |||||||| |||| 00| 0 eng d
020			_a9781777005474
041			_aeng
082			_a006.31 BUR-H
100			_aBurkov, Andriy _976656
245			_aThe Hundred-page Machine Learning Book
260			_a[s.n.] _bAndriy Burkov _c©2019
520			_aThis book takes a unique approach: it assumes that your time is valuable. Instead of drowning you in theory or skimming the surface, it delivers a complete education in modern machine learning, focusing on what matters in practice. From fundamental algorithms that form the backbone of many applications, to cutting-edge deep learning and neural networks, you'll understand how these tools work and how to use them. What sets this book apart is its careful progression through key concepts. You'll start with essential mathematical concepts and gradually progress through the most practically important machine learning algorithms. You'll learn practical skills like feature engineering, regularization, handling imbalanced datasets, ensembles, and model evaluation that help turn theory into working systems.
650			_aMachine learning _976697
650			_aArtificial Intelligence _976698
942			_cBK
999			_c199919 _d199919