Saved in:
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|---|---|
| Corporate Author: | |
| Format: | Electronic eBook |
| Language: | English |
| Published: |
[Erscheinungsort nicht ermittelbar]
O'Reilly Media, Inc.
2020
|
| Edition: | 1st edition. |
| Links: | https://learning.oreilly.com/library/view/-/9781492052517/?ar |
| Summary: | Companies working to become data driven often view data scientists as heroes, but that overlooks the vital role that data engineers play in the process. While data scientists focus on finding new insights from datasets, data engineers deal with preparation-obtaining, cleaning, and creating enhanced versions of the data an organization needs. In this report, Andy Oram examines how the role of data engineer has quickly evolved. DBAs, software engineers, developers, and students will explore the responsibilities of modern data engineers and the skills and tools necessary to do the job. You'll learn how to deal with software engineering concepts such as rapid and continuous development, automation and orchestration, modularity, and traceability. Decision makers considering a move to the cloud will also benefit from the in-depth discussion this report provides. This report covers: Major tasks of data engineers today The different levels of structure in data and ways to maximize its value Capabilities of third-party cloud options Tools for ingestion, transfer, and enrichment Using containers and VMs to run the tools Software engineering development Automation and orchestration of data engineering. |
| Item Description: | Online resource; Title from title page (viewed April 25, 2020) |
| Physical Description: | 1 Online-Ressource (62 pages) |
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| spelling | Oram, Andrew VerfasserIn aut The Evolving Role of the Data Engineer Oram, Andy 1st edition. [Erscheinungsort nicht ermittelbar] O'Reilly Media, Inc. 2020 1 Online-Ressource (62 pages) Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Online resource; Title from title page (viewed April 25, 2020) Companies working to become data driven often view data scientists as heroes, but that overlooks the vital role that data engineers play in the process. While data scientists focus on finding new insights from datasets, data engineers deal with preparation-obtaining, cleaning, and creating enhanced versions of the data an organization needs. In this report, Andy Oram examines how the role of data engineer has quickly evolved. DBAs, software engineers, developers, and students will explore the responsibilities of modern data engineers and the skills and tools necessary to do the job. You'll learn how to deal with software engineering concepts such as rapid and continuous development, automation and orchestration, modularity, and traceability. Decision makers considering a move to the cloud will also benefit from the in-depth discussion this report provides. This report covers: Major tasks of data engineers today The different levels of structure in data and ways to maximize its value Capabilities of third-party cloud options Tools for ingestion, transfer, and enrichment Using containers and VMs to run the tools Software engineering development Automation and orchestration of data engineering. Safari, an O'Reilly Media Company. MitwirkendeR ctb |
| spellingShingle | Oram, Andrew The Evolving Role of the Data Engineer |
| title | The Evolving Role of the Data Engineer |
| title_auth | The Evolving Role of the Data Engineer |
| title_exact_search | The Evolving Role of the Data Engineer |
| title_full | The Evolving Role of the Data Engineer Oram, Andy |
| title_fullStr | The Evolving Role of the Data Engineer Oram, Andy |
| title_full_unstemmed | The Evolving Role of the Data Engineer Oram, Andy |
| title_short | The Evolving Role of the Data Engineer |
| title_sort | evolving role of the data engineer |
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