IT-Trainer Jobs und Stellenangebote: Building Streaming Data Analytics Solutions on AWS

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IT-Trainer Jobs und Stellenangebote: Building Streaming Data Analytics Solutions on AWS, Amazon Kinesis Data Streams, Amazon Web Services (AWS), Data Engineer, Softwareentwickler.

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Agenda

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
  • Demonstration: Understanding producers and consumers
  • 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

  • Use case review

Developing Modern Data Architectures on AWS

  • Modern data architecture