Hands-on unsupervised learning using Python: how to build applied machine learning solutions from unlabeled data/ (Record no. 198789)
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| 000 -LEADER | |
|---|---|
| fixed length control field | a |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781492035640 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789352138128 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | CUS |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 005.133 |
| Item number | PAT/H |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Patel, Ankur A. |
| 245 ## - TITLE STATEMENT | |
| Title | Hands-on unsupervised learning using Python: how to build applied machine learning solutions from unlabeled data/ |
| Statement of responsibility, etc. | Ankur A. Patel |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | Kolkata: |
| Name of publisher, distributor, etc. | Shroff Publishers, |
| Date of publication, distribution, etc. | 2019. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xix, 337 p. : |
| Other physical details | ill. ; |
| Dimensions | 24 cm. |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 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. |
| 650 ## - SUBJECT | |
| Keyword | Python (Computer program language) |
| 650 ## - SUBJECT | |
| Keyword | Machine learning |
| 650 ## - SUBJECT | |
| Keyword | Artificial intelligence |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | General Books |
| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Cost, normal purchase price | Full call number | Accession number | Date last seen | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Central Library, Sikkim University | Central Library, Sikkim University | General Book Section | 06/02/2020 | 980.00 | 005.133 PAT/H | 48052 | 06/02/2020 | General Books |