TY  - GEN
AU  - Patel, Ankur A.
TI  - Hands-on unsupervised learning using Python: how to build applied machine learning solutions from unlabeled data
SN  - 9781492035640
U1  - 005.133 
PY  - 2019///
CY  - Kolkata
PB  - Shroff Publishers
KW  - Python (Computer program language)
KW  - Machine learning
KW  - Artificial intelligence
N1  - Part 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
ER  -