AWS Certified Machine Learning: Data Pipelines & Workflows
Amazon Web Services 2021
| Intermediate
- 12 videos | 40m 46s
- Includes Assessment
- Earns a Badge
Creating a data pipeline is essential to making any data-related product. AWS Data Pipeline, AWS Batch, and AWS Workflow frameworks allow you to manage data using ETL data management across various AWS tools and services, making AWS a perfect platform for combining data from multiple sources. In this course, you'll learn how to automate data movement and transformation processes on AWS and define data-driven pipelines and workflows. Investigating how data pipelines enable seamless, scalable, and fault-tolerant data transfer between AWS storage and computational tools helps illuminate the full potential of AWS in machine learning. By the end of this course, you'll have a working knowledge of the most common use cases of AWS Data Pipeline, AWS Batch, and AWS Workflow, bringing you closer to being fully prepared for the AWS Certified Machine Learning - Specialty certification exam.
WHAT YOU WILL LEARN
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discover the key concepts covered in this course
describe how AWS data pipelines work and name their main benefits
configuring an AWS Data Pipeline application using the AWS console
compare the functionalities of AWS Data Pipeline and AWS Glue
describe the functionality of AWS Batch and its main benefits
specify real-world use cases of AWS Batch -
describe how AWS Step Functions works and name the principles behind workflow design
specify real-world use cases of AWS Step Functions
work with AWS Step Functions to manage a batch job
describe how real-time and video data engineering pipelines work
describe how batch processing and analytics data engineering pipelines work
summarize the key concepts covered in this course
IN THIS COURSE
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1m 3s
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3m 25sFind out how to describe how AWS data pipelines work and name their main benefits. FREE ACCESS
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3. Configuring AWS Data Pipeline12m 26sLearn how to configure an AWS Data Pipeline application using the AWS console. FREE ACCESS
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4. AWS Data Pipeline vs. AWS Glue2m 52sIn this video, you will learn how to compare the functionalities of AWS Data Pipeline and AWS Glue. FREE ACCESS
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5. What Is AWS Batch?2m 11sDuring this video, you will discover the functionality of AWS Batch and its main benefits. FREE ACCESS
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6. AWS Batch Use Cases2mIn this video, you will learn how to specify real-world use cases of AWS Batch. FREE ACCESS
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7. What Is AWS Step Functions?2m 6sDiscover how to describe how AWS Step Functions works and name the principles behind workflow design. FREE ACCESS
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8. AWS Step Functions Use Cases1m 48sIn this video, you will learn about real-world use cases of AWS Step Functions. FREE ACCESS
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9. Working with AWS Batch and Step Functions7m 54sAfter completing this video, you will be able to work with AWS Step Functions to manage a batch job. FREE ACCESS
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10. Real-time and Video Data Pipelines2m 22sIn this video, find out how to describe how real-time and video data engineering pipelines work. FREE ACCESS
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11. Batch Processing and Analytics Pipelines1m 58sUpon completion of this video, you will be able to describe how batch processing and analytics data engineering pipelines work. FREE ACCESS
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12. Course Summary41sIn this video, we will summarize the key concepts covered in this course. FREE ACCESS
EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE
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