AWS Certified Machine Learning: Data Movement
AWS 2021
| Intermediate
- 14 Videos | 34m 24s
- Includes Assessment
- Earns a Badge
As the amount of data being collected has exploded, it has become crucial for businesses to rapidly access, transform, and analyze data. From the traditional batch processing to the ever-evolving real-time data analytics, AWS has various tools to handle large volumes of data and perform real-time analytics to ensure high-service uptimes and personalize recommendations. Explore various Amazon tools like AWS Glue, AWS Data Catalog, and AWS Kinesis using this course. These tools are commonly used for data movement. This course will also help you understand how these processes function on the AWS platform and familiarize you with the data movement workflows. Data movement and processing are at the core of any data analysis, and after completing this course, you'll be familiar with multiple tools and approaches that can be used to conveniently transform raw data, combine databases, and stream data, Further, you'll be able to prepare for the AWS Certified Machine Learning - Specialty certification.
WHAT YOU WILL LEARN
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discover the key concepts covered in this coursedescribe how AWS Glue works and list its benefitsspecify the capabilities of AWS ETL pipelinesrecognize AWS Glue's functionalitydefine data streaming and list its use cases and benefitscompare the differences between traditional batch processing and evolving stream processingdescribe the functionality of AWS Kinesis and outline its features and workflows
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describe the capabilities of working with AWS Kinesisspecify how to work with video streams in AWS Kinesisspecify how to work with data streams in AWS Kinesisdescribe how data firehouse functions in AWS Kinesisdescribe how to use AWS Kinesis for data analytics tasks, such as real-time alerts and actionsoutline the functionalities of AWS Kinesis data streamsummarize the key concepts covered in this course
IN THIS COURSE
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1.Course Overview1m 19sUP NEXT
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2.What is AWS Glue?2m 31s
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3.AWS Glue Extract, Transform, and Load Pipelines2m 39s
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4.Working with Amazon Glue7m 36s
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5.Applications and Benefits of Data Streaming2m 20s
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6.Stream Processing vs. Batch Processing1m 50s
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7.Amazon Kinesis: Benefits and Use Cases1m 18s
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8.AWS Kinesis: Capabilities1m 57s
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9.AWS Kinesis: Video Streams1m 51s
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10.AWS Kinesis: Data Streams1m 8s
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11.AWS Kinesis: Data Firehouse1m 49s
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12.AWS Kinesis: Data Analytics1m 24s
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13.Working with AWS Kinesis6m 5s
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14.Course Summary38s
EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE
Skillsoft is providing you the opportunity to earn a digital badge upon successful completion of this course, which can be shared on any social network or business platform
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