Curriculum
- 1 Section
- 7 Lessons
- 1 Day
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- Topics7
- 1.1Module 1: Using Streaming Services in the Data Analytics Pipeline The importance of streaming data analytics The streaming data analytics pipeline Streaming concepts
- 1.2Module 2: Introduction to AWS Streaming Services Streaming data services in AWS Amazon Kinesis in analytics solutions Demonstration: Explore Amazon Kinesis Data Streams Practice Lab: Setting up a streaming delivery pipeline with Amazon Kinesis Using Amazon Kinesis Data Analytics Introduction to Amazon MSK Overview of Spark Streaming
- 1.3Module 3: Using Amazon Kinesis for Real-time Data Analytics Exploring Amazon Kinesis using a clickstream workload Creating Kinesis data and delivery streams Demonstration: Understanding producers and consumers Building stream producers Building stream consumers Building and deploying Flink applications in Kinesis Data Analytics Demonstration: Explore Zeppelin notebooks for Kinesis Data Analytics Practice Lab: Streaming analytics with Amazon Kinesis Data Analytics and Apache Flink
- 1.4Module 4: Securing, Monitoring, and Optimizing Amazon Kinesis Optimize Amazon Kinesis to gain actionable business insights Security and monitoring best practices
- 1.5Module 5: Using Amazon MSK in Streaming Data Analytics Solutions Use cases for Amazon MSK Creating MSK clusters Demonstration: Provisioning an MSK Cluster Ingesting data into Amazon MSK Practice Lab: Introduction to access control with Amazon MSK Transforming and processing in Amazon MSK
- 1.6Module 6: Securing, Monitoring, and Optimizing Amazon MSK Optimizing Amazon MSK Demonstration: Scaling up Amazon MSK storage Practice Lab: Amazon MSK streaming pipeline and application deployment Security and monitoring Demonstration: Monitoring an MSK cluster
- 1.7Module 7: Designing Streaming Data Analytics Solutions Use case review Class Exercise: Designing a streaming data analytics workflow
Module 4: Securing, Monitoring, and Optimizing Amazon Kinesis Optimize Amazon Kinesis to gain actionable business insights Security and monitoring best practices
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Module 6: Securing, Monitoring, and Optimizing Amazon MSK Optimizing Amazon MSK Demonstration: Scaling up Amazon MSK storage Practice Lab: Amazon MSK streaming pipeline and application deployment Security and monitoring Demonstration: Monitoring an MSK cluster
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