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Hands-on exploratory data analysis with python : (Record no. 94443)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01994nam a2200217Ia 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 250220b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781789537253 |
| Qualifying information | pbk. |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 001.420285 |
| Item number | SUR |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Author name | Suresh Kumar Mukhiya |
| 245 #0 - TITLE STATEMENT | |
| Title | Hands-on exploratory data analysis with python : |
| Remainder of title | perform eda techniques To understand, summarize, ani Investigate your data / |
| Statement of responsibility, etc. | Suresh Kumar Mukhiya, Usman Ahmed. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | Birmingham, UK : |
| Name of publisher, distributor, etc. | Packt Publishing Ltd. |
| Date of publication, distribution, etc. | 2020. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | 352 p. : |
| Dimensions | 19.1 cm. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes appendix and index. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | "Hands-on Exploratory Data Analysis with Python" by Mukhiya and Ahmed provides a practical guide to mastering EDA techniques. The book emphasizes a hands-on approach, utilizing Python libraries like PyPlot, NumPy, SciPy, pandas, Matplotlib, and Seaborn. It covers the core aspects of EDA, from data cleaning and preparation to exploration and visualization. Readers learn to analyze open-source datasets, progressing from basic descriptive statistics to advanced time-series analysis. A key focus is on using EDA for model development and evaluation, culminating in building predictive models and visualizing results. The book explores data wrangling, handling missing values, identifying correlations, and performing graphical analysis. It also delves into multiple regression, hypothesis testing, and time-series analysis. Practical examples and real-world datasets are used throughout, making the concepts accessible. The book is designed for individuals interested in data analysis, including students, statisticians, data analysts, and data scientists, assuming basic Python programming and statistical knowledge. It equips readers with the skills to investigate datasets, extract insights, present findings visually, and build predictive models for informed decision-making. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Computer Science. |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Usman Ahmed |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | English Books |
| Koha item type | Home library | Current library | Shelving location | Date acquired | Cost, normal purchase price | Bill Number | Accession Number | Full call number | Withdrawn status | Lost status | Not for loan | Collection |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Reference | Kalaignar Centenary Library Madurai | Kalaignar Centenary Library Madurai | நான்காம் தளம் / Fourth floor | 26/05/2023 | 2299.00 | S009/2023-24 | 252236 | 001.420285 SUR | ENGLISH-REFERENCE BOOKS | |||
| English Books | Kalaignar Centenary Library Madurai | Kalaignar Centenary Library Madurai | மூன்றாம் தளம் / Third floor | 26/05/2023 | 2299.00 | S009/2023-24 | 252237 | 001.420285 MUK | ENGLISH - LENDING BOOKS | |||
| English Books | Kalaignar Centenary Library Madurai | Kalaignar Centenary Library Madurai | மூன்றாம் தளம் / Third floor | 26/05/2023 | 2299.00 | S009/2023-24 | 252238 | 001.420285 MUK | ENGLISH - LENDING BOOKS |