AWS-DA-STREAM

Building Streaming Data Analytics Solutions on AWS Training

In this course, you will learn to build streaming data analytics solutions using AWS services, including Amazon Kinesis and Amazon Managed Streaming for Apache Kafka (Amazon MSK). Amazon Kinesis is a massively scalable and durable real-time data streaming service. Amazon MSK offers a secure, fully managed, and highly available Apache Kafka service. You will learn how Amazon Kinesis and Amazon MSK integrate with AWS services such as AWS Glue and AWS Lambda. The course addresses the streaming data ingestion, stream storage, and stream processing components of the data analytics pipeline. You will also learn to apply security, performance, and cost management best practices to the operation of Kinesis and Amazon MSK.
Course Details

Duration

1 day

Prerequisites

  • At least one year of data analytics experience or direct experience building real-time applications or streaming analytics solutions. We suggest the Streaming Data Solutions on AWS whitepaper for those that need a refresher on streaming concepts.
  • Completed either Architecting on AWS or Data Analytics Fundamentals
  • Completed Building Data Lakes on AWS

Target Audience

  • Data engineers and architects
  • Developers who want to build and manage real-time applications and streaming data analytics solutions

Skills Gained

  • Understand the features and benefits of a modern data architecture. Learn how AWS streaming services fit into a modern data architecture.
  • Design and implement a streaming data analytics solution
  • Identify and apply appropriate techniques, such as compression, sharding, and partitioning, to optimize data storage
  • Select and deploy appropriate options to ingest, transform, and store real-time and near real-time data
  • Choose the appropriate streams, clusters, topics, scaling approach, and network topology for a particular business use case
  • Understand how data storage and processing affect the analysis and visualization mechanisms needed to gain actionable business insights
  • Secure streaming data at rest and in transit
  • Monitor analytics workloads to identify and remediate problems
  • Apply cost management best practices
Course Outline
  • Overview of Data Analytics and the Data Pipeline
    • Data analytics use cases
    • Using the data pipeline for analytics
  • Using Streaming Services in the Data Analytics Pipeline
    • The importance of streaming data analytics
    • The streaming data analytics pipeline
    • Streaming concepts
  • Introduction to AWS Streaming Services
    • Streaming data services in AWS
    • Amazon Kinesis in analytics solutions
    • Using Amazon Kinesis Data Analytics
    • Introduction to Amazon MSK
    • Overview of Spark Streaming
  • Using Amazon Kinesis for Real-time Data Analytics
    • Exploring Amazon Kinesis using a clickstream workload
    • Creating Kinesis data and delivery streams
    • Building stream producers
    • Building stream consumers
    • Building and deploying Flink applications in Kinesis Data Analytics
  • Securing, Monitoring, and Optimizing Amazon Kinesis
    • Optimize Amazon Kinesis to gain actionable business insights
    • Security and monitoring best practices
  • Using Amazon MSK in Streaming Data Analytics Solutions
    • Use cases for Amazon MSK
    • Creating MSK clusters
    • Ingesting data into Amazon MSK
    • Transforming and processing in Amazon MSK
  • Securing, Monitoring, and Optimizing Amazon MSK
    • Optimizing Amazon MSK
    • Security and monitoring
  • Designing Streaming Data Analytics Solutions
  • Developing Modern Data Architectures on AWS
Upcoming Course Dates
USD $730
Online Virtual Class
Scheduled
Date: May 15, 2024
Time: 12 PM - 8 PM ET
Partner Registration

The course you are registering for is being delivered by our sister company - ExitCertified. All logistics related to course delivery will be managed by the ExitCertified team. If you have a dedicated Web Age representative, please feel to reach out to them with any questions/concerns you may have.

You'll now be redirected to https://www.exitcertified.com to complete the enrollment process.

USD $730
Online Virtual Class
Scheduled
Date: Jun 10, 2024
Time: 9 AM - 5 PM ET
Partner Registration

The course you are registering for is being delivered by our sister company - ExitCertified. All logistics related to course delivery will be managed by the ExitCertified team. If you have a dedicated Web Age representative, please feel to reach out to them with any questions/concerns you may have.

You'll now be redirected to https://www.exitcertified.com to complete the enrollment process.