Data analytics using python (Record no. 1794)

MARC details
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
Holdings
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

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