Data Engineering Getting Started
Data Engineering
| Intermediate
- 13 videos | 45m 26s
- Includes Assessment
- Earns a Badge
Data engineering is the area of data science that focuses on practical applications of data collection and analysis. This 12-video course helps learners explore distributed systems, batch versus in-memory processing, NoSQL uses, and the various tools available for data management/big data and the ETL (extract, transform, and load) process. Begin with an overview of distributed systems from a data perspective. Then look at differences between batch and in-memory processing. Learn about NoSQL stores and their use, and tools available for data management. Explore ETL-what it is, the process, and the different tools available. Learn to use Talend Open Studio to showcase the ETL concept. Next, examine data modeling and creating a data model in Talend Open Studio. Explore the hierarchy of needs when working with AI and machine learning. In another tutorial, learn how to create a data partition. Then move on to data engineering and best practices, with a look at approaches to building and using data reporting tools. Conclude with an exercise designed to create a data model.
WHAT YOU WILL LEARN
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Describe distributed systems from a data perspective
Identify the differences between batch and in-memory processing
Describe nosql stores and how they are used
Identify different tools available for data management
Describe the etl process and different tools available
Use talend open studio to showcase the etl concept -
Describe and create a data model
Describe the hierarchy of needs when working with ai and machine learning
Describe and create a data partition
Identify data engineering best practices
Describe data reporting tools
Create a data model
IN THIS COURSE
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1m 23s
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5m 38sUpon completion of this video, you will be able to describe distributed systems from a data perspective. FREE ACCESS
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3. Batch vs. In-Memory Processing2m 42sDuring this video, you will learn how to identify the differences between batch and in-memory processing. FREE ACCESS
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4. NoSQL Stores3m 28sAfter completing this video, you will be able to describe NoSQL stores and how to use them. FREE ACCESS
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5. Tools for Data Management2m 46sIn this video, you will identify different tools available for managing data. FREE ACCESS
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6. What is ETL?2m 38sUpon completion of this video, you will be able to describe the ETL process and different tools that are available. FREE ACCESS
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7. ETL with Talend Open Studio5m 52sIn this video, you will use Talend Open Studio to apply the ETL process. FREE ACCESS
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8. Data Modeling4m 34sAfter completing this video, you will be able to describe and create a data model. FREE ACCESS
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9. AI and Machine Learning3m 26sAfter completing this video, you will be able to describe the hierarchy of needs when working with AI and machine learning. FREE ACCESS
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10. Data Partitioning2m 51sUpon completion of this video, you will be able to describe and create a partitioned data set. FREE ACCESS
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11. Data Engineering4m 3sDuring this video, you will learn how to identify best practices for data engineering. FREE ACCESS
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12. Data Reporting2m 25sUpon completion of this video, you will be able to describe data reporting tools. FREE ACCESS
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13. Exercise: Create a Data Model3m 41sIn this video, you will learn how to create a data model. FREE ACCESS
EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE
Skillsoft is providing you the opportunity to earn a digital badge upon successful completion on some of our courses, which can be shared on any social network or business platform.
Digital badges are yours to keep, forever.
