Patel, Ankur A. <br/><br/>
Hands-on unsupervised learning using Python: how to build applied machine learning solutions from unlabeled data/ 
Ankur A. Patel 
 - Kolkata:  Shroff Publishers,  2019. 
 - xix, 337 p. :  ill. ;  24 cm. 
<br/><br/>Part 1. Fundamentals of unsupervised learning. Unsupervised learning in the machine learning ecosystem --<br/>End-to-end machine learning project --<br/>Part 2. Unsupervised learning using Scikit-learn. Dimensionality reduction --<br/>Anomaly detection --<br/>Clustering --<br/>Group segmentation --<br/>Part 3. Unsupervised learning using TensorFlow and Keras. Autoencoders --<br/>Hands-on autoencoder --<br/>Semisupervised learning --<br/>Part 4. Deep unsupervised learning using TensorFlow and Keras. Recommender systems using restricted Boltzmann machines --<br/>Feature detection using deep belief networks --<br/>Generative adversarial networks --<br/>Time series clustering --<br/>Conclusion. 
<br/><br/><label>ISBN: </label>9781492035640 9789352138128 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Python (Computer program language)<br/>Machine learning<br/>Artificial intelligence
<br/><br/><label>Dewey Class. No.: </label>005.133  / PAT/H