000 a
999 _c198789
_d198789
020 _a9781492035640
020 _a9789352138128
040 _cCUS
082 _a005.133
_bPAT/H
100 _aPatel, Ankur A.
245 _aHands-on unsupervised learning using Python: how to build applied machine learning solutions from unlabeled data/
_cAnkur A. Patel
260 _aKolkata:
_bShroff Publishers,
_c2019.
300 _axix, 337 p. :
_bill. ;
_c24 cm.
505 _aPart 1. Fundamentals of unsupervised learning. Unsupervised learning in the machine learning ecosystem -- End-to-end machine learning project -- Part 2. Unsupervised learning using Scikit-learn. Dimensionality reduction -- Anomaly detection -- Clustering -- Group segmentation -- Part 3. Unsupervised learning using TensorFlow and Keras. Autoencoders -- Hands-on autoencoder -- Semisupervised learning -- Part 4. Deep unsupervised learning using TensorFlow and Keras. Recommender systems using restricted Boltzmann machines -- Feature detection using deep belief networks -- Generative adversarial networks -- Time series clustering -- Conclusion.
650 _aPython (Computer program language)
650 _aMachine learning
650 _aArtificial intelligence
942 _cWB16