Statistics for Big Data for Dummies (Record no. 120367)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01788nam a2200193 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240112214445.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 200703b ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9788126558223 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.312 |
| Item number | AND |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Anderson, Alan |
| 9 (RLIN) | 49457 |
| 245 ## - TITLE STATEMENT | |
| Title | Statistics for Big Data for Dummies |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | New Delhi |
| Name of publisher, distributor, etc. | Wiley India Pvt. Ltd. |
| Date of publication, distribution, etc. | 2015 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 388p |
| 500 ## - GENERAL NOTE | |
| General note | Part I: Introducing Big Data Statistics<br/>1. What is Big Data and What Do You Do With It? <br/>2. Characteristics of Big Data: The Three Vs<br/>3. Using Big Data: The Hot Applications<br/>4. Understanding Probabilities<br/>5. Basic Statistical Ideas<br/>Part II: Preparing and Cleaning Data<br/>6. Dirty Work: Preparing Your Data for Analysis<br/>7. Figuring the Format: Important Computer File Formats<br/>8. Checking Assumptions: Testing for Normality<br/>9. Dealing with Missing or Incomplete Data<br/>10. Sending Out a Posse: Searching for Outliers<br/>Part III: Exploratory Data Analysis (EDA)<br/>11. An Overview of Exploratory Data Analysis (EDA)<br/>12. A Plot to Get Graphical: Graphical Techniques<br/>13. You're the Only Variable for Me: Univariate Statistical Techniques<br/>14. To All the Variables We've Encountered: Multivariate Statistical Techniques<br/>15. Regression Analysis<br/>16. When You've Got the Time: Time Series Analysis<br/>Part IV: Big Data Applications<br/>17. Using Your Crystal Ball: Forecasting with Big Data<br/>18. Crunching Numbers: Performing Statistical Analysis on Your Computer<br/>19. Seeking Free Sources of Financial Data<br/>Part V: The Part of Tens<br/>20. Ten (or So) Best Practices in Data Preparation<br/>21. Ten (or So) Questions Answered by Exploratory Data Analysis (EDA)<br/> |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Semmelroth, David |
| 9 (RLIN) | 42119 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Book |
| Call number prefix | 006.312 |
| Call number suffix | AND |
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