Data analytics using python (Record no. 1794)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02313nam a22002057a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220208120042.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220208b ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9788126502950 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 005.133 |
| Item number | MOT |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Motwani, Bharti |
| 245 ## - TITLE STATEMENT | |
| Title | Data analytics using python |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc. | Wiley India Pvt. Ltd. |
| Place of publication, distribution, etc. | New Delhi |
| Date of publication, distribution, etc. | 2021 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxvi, 734 p. |
| 365 ## - TRADE PRICE | |
| Price type code | INR |
| Price amount | 739.00 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Table of content<br/><br/>SECTION 1 Programming in Python<br/><br/>Chapter 1 Introduction to Python<br/><br/>Chapter 2 Control Flow Statements<br/><br/>Chapter 3 Data Structures<br/><br/>Chapter 4 Modules<br/><br/> <br/><br/>SECTION 2 Core Libraries in Python<br/><br/>Chapter 5 Numpy Library for Arrays<br/><br/>Chapter 6 Pandas Library for Data Processing<br/><br/>Chapter 7 Matplotlib Library for Visualization<br/><br/>Chapter 8 Seaborn Library for Visualization<br/><br/>Chapter 9 SciPy Library for Statistics<br/><br/>Chapter 10 SQLAlchemy Library for SQL<br/><br/>Chapter 11 Statsmodels Library for Time Series Models<br/><br/> <br/><br/>SECTION 3 Machine Learning in Python<br/><br/>Chapter 12 Unsupervised Machine Learning Algorithms<br/><br/>Chapter 13 Supervised Machine Learning Problems<br/><br/>Chapter 14 Supervised Machine Learning Algorithms<br/><br/>Chapter 15 Supervised Machine Learning Ensemble Techniques<br/><br/>Chapter 16 Machine Learning for Text Data<br/><br/>Chapter 17 Machine Learning for Image Data<br/><br/> <br/><br/>SECTION 4 Deep Learning Applications in Python<br/><br/>Chapter 18 Neural Network Models (Deep Learning)<br/><br/>Chapter 19 Transfer Learning for Text Data<br/><br/>Chapter 20 Transfer Learning for Image Data<br/><br/>Chapter 21 Chatbots with Rasa<br/><br/>Chapter 22 The Road Ahead |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Description<br/>Data is the fuel of 21st century. The advanced technological development has brought a massive increase in the volume and spectrum of data by including text, image and video data. Data Analytics Using Python aims to make readers understand the applications of analytics in different domains with proper code and explanation. The book starts from basics of Python and gradually increases its level to machine learning. Significant focus has also been laid on deep learning and applications – neural network models like MLP, RNN and CNN; trained models for text and image data and development of chatbots. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Data analytics |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Python (Programming language) |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Book |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Bill No | Bill Date | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Total Renewals | Full call number | Accession Number | Date last seen | Date checked out | Copy number | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | IT & Decisions Sciences | IN29921 | 28-01-2022 | Indian Institute of Management LRC | Indian Institute of Management LRC | General Stacks | 02/08/2022 | Overseas Press India Private | 517.30 | 1 | 1 | 005.133 MOT | 001694 | 03/27/2024 | 02/09/2022 | 1 | 739.00 | 02/08/2022 | Book |