| 000 -LEADER |
|---|
| fixed length control field |
nam a22 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20191203150954.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
191126b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9788126579907 |
| 040 ## - CATALOGING SOURCE |
|---|
| Transcribing agency |
AIKTC-KRRC |
| 041 ## - LANGUAGE CODE |
|---|
| Language code of text/sound track or separate title |
ENG |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Edition number |
DDC23 |
| Item number |
PRA/KUM |
| Classification number |
006.31 |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| 9 (RLIN) |
10673 |
| Personal name |
Pradhan, Manaranjan |
| 245 ## - TITLE STATEMENT |
|---|
| Title |
Machine learning using python |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
New Delhi |
| Name of publisher, distributor, etc. |
Wiley India |
| Date of publication, distribution, etc. |
2019 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xx, 343p. |
| Other physical details |
| Binding - Paperback | |
| Dimensions |
24*18.2 cm |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
This book is written to provide a strong foundation in Machine Learning using Python libraries by providing real-life case studies and examples. It covers topics such as Foundations of Machine Learning, Introduction to Python, Descriptive Analytics and Predictive Analytics. Advanced Machine Learning concepts such as decision tree learning, random forest, boosting, recommender systems, and text analytics are covered. The book takes a balanced approach between theoretical understanding and practical applications. All the topics include real-world examples and provide step-by-step approach on how to explore, build, evaluate, and optimize machine learning models. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| 9 (RLIN) |
4619 |
| Topical term or geographic name entry element |
EXTC Engineering |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| 9 (RLIN) |
10674 |
| Personal name |
Kumar, U. Dinesh |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
|
| Koha item type |
Text Books |
