Advanced Analytics with PySpark: Patterns for Learning from Data at Scale Using Python and Spark (Record no. 45655)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01414 a2200205 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789355422804 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.312 TAN |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Tandon, Akash, |
| 245 ## - TITLE STATEMENT | |
| Title | Advanced Analytics with PySpark: Patterns for Learning from Data at Scale Using Python and Spark |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc | Shroff Publishers & Distributors Pvt. Ltd. |
| Place of publication, distribution, etc | Mumbai |
| Date of publication, distribution, etc | 2022 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 220 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | The amount of data being generated today is staggering and growing. Apache Spark has emerged as the de facto tool to analyze big data and is now a critical part of the data science toolbox. Updated for Spark 3.0, this practical guide brings together Spark, statistical methods, and real-world datasets to teach you how to approach analytics problems using PySpark, Spark's Python API, and other best practices in Spark programming.<br/><br/>Data scientists Akash Tandon, Sandy Ryza, Uri Laserson, Sean Owen, and Josh Wills offer an introduction to the Spark ecosystem, then dive into patterns that apply common techniques-including classification, clustering, collaborative filtering, and anomaly detection, to fields such as genomics, security, and finance. This updated edition also covers NLP and image processing. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Data mining |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Python (Computer program language) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | SPARK (Electronic resource) |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Ryza, Sandy |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Laserson, Uri |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Owen, Sean |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Book |
| Source of classification or shelving scheme | Dewey Decimal Classification |
No items available.
