Data engineering with Python : (Record no. 199985)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 02667nam a22003017a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20260520102554.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 260520b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781839214189 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 183921418X |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 005.133 CRI-D |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Crickard, Paul |
| 245 ## - TITLE STATEMENT | |
| Title | Data engineering with Python : |
| Remainder of title | work with massive datasets to design data models and automate data pipelines using Python |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Birmingham - Mumbai |
| Name of publisher | Packt Publishing |
| Year of publication | 2020 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xii, 337p. |
| 500 ## - GENERAL NOTE | |
| General note | Published by Packt Publishing Limited, Birmingham, UK. Title page: Birmingham—Mumbai. |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Preface -- Section 1. Building data pipelines: extract, transform, and load -- Ch. 1. What is data engineering? -- Ch. 2. Building our data engineering infrastructure -- Ch. 3. Reading and writing files -- Ch. 4. Working with databases -- Ch. 5. Cleaning, transforming, and enriching data -- Ch. 6. Building a 311 data pipeline -- Section 2. Deploying data pipelines in production -- Ch. 7. Features of a production pipeline -- Ch. 8. Version control with the NiFi registry -- Ch. 9. Monitoring data pipelines --Ch. 10. Building a production data pipeline -- Section 3. Beyond batch: real-time and streaming data -- Ch. 11. Building a custom NiFi processor -- Ch. 12. Streaming data with Apache NiFi -- Ch. 13. Streaming data with Apache Kafka -- Ch. 14. Data processing with Apache Spark -- Ch. 15. Real-time edge data with MiNiFi, Kafka, and Spark --Appendix and building a NiFi cluster -- Index. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Practical guide to data engineering using Python and open-source Apache technologies for building, deploying, and managing data pipelines. Three sections: (1) Building ETL pipelines — reading/writing files, relational and NoSQL databases, data cleaning and transformation, Apache NiFi pipeline; (2) Production deployment — NiFi registry version control, monitoring, staging, validation, failure handling; (3) Real-time and streaming data — Apache NiFi streaming, Apache Kafka (Python producers and consumers), Apache Spark and PySpark processing, real-time edge data with MiNiFi, Kafka and Spark. Appendix: building a distributed NiFi cluster. Code files on GitHub. Suitable for data engineers, data analysts, ETL developers, and IT professionals transitioning to data-driven roles. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Computer program language |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Python |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Data mining. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Apache Kafka (Computer program) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Apache Spark (Electronic resource) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Real-time data processing. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books and Monographs |
| Full call number | Accession Number | Koha item type | Lost status | Damaged status | Permanent Location | Current Location | Shelving location | Date acquired | Source of acquisition |
|---|---|---|---|---|---|---|---|---|---|
| 005.133 CRI-D | 102776 | Books and Monographs | Central Library, NIT Jalandhar | Central Library, NIT Jalandhar | General Stacks | 20.05.2026 | Mumbai, TV Enterprises | ||
| 005.133 CRI-D | 102777 | Books and Monographs | Central Library, NIT Jalandhar | Central Library, NIT Jalandhar | General Stacks | 20.05.2026 | Mumbai, TV Enterprises |