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Course Outline
Module 1: Streaming Overview
- Key distinctions between batch and streaming processing
- Use cases for Streaming Data Management
- Streaming architecture designs
- The Kappa architecture model
- End-to-end Streaming Data Management strategies
- Categories of streaming data
- Advantages of adopting streaming
Module 2: Edge Data Streaming (EDS) Overview
- EDS architecture
- Core features of EDS
- The EDS Data flow process
- Navigating the EDS User Interface
- Creating an EDS Service
- Constructing a data flow
- Deploying a data flow
- Monitoring data flow activity
- Lab 1: Establishing an Edge Data Streaming Service
- Lab 2: Creating and Deploying a Data Flow
Module 3: Big Data Streaming Overview
- Introduction to Big Data Streaming
- Processing stream data with Spark Streaming
- BDS component architecture
- Key features of BDS
Module 4: Kafka Overview
- Core Kafka concepts
- Kafka core APIs
- Understanding Kafka topics
- Kafka operational models
- Practical Kafka use cases
- Lab: Establishing a Kafka connection
Module 5: Streaming Mappings
- Configuring sources in a Streaming Mapping
- Configuring targets in Streaming Mapping
- Utilizing lookup sources
- Properties of Kafka Data Objects
- Lab: Constructing a Mapping with a Kafka Source and HDFS Target
- Lab: Constructing a Mapping with a Kafka Source and Kafka Target
- BDS Transformations
- Lab: Enhancing Mappings with Filter and Expression Transformations
- Lab: Enhancing Mappings with Window and Aggregator Transformations
- Lab: Enhancing Mappings with Sorter and Rank Transformations
Module 6: Monitoring Logs and Troubleshooting
- Spark monitoring techniques
- Accessing and viewing logs
- Effective troubleshooting methods
- Lab: Monitoring an EDS Data Flow
- Lab: Monitoring a BDS Mapping
Module 7: Performance Tuning and Best Practices
- Optimizing the performance of Spark jobs
- Industry best practices for handling streaming data
Module 8: End-to-End Use Case
- Scenario overview
- Final objectives for EDS and BDS integration
- Lab: Transforming Unstructured Streaming Data into Structured Data
- Lab: Ingesting Data from EDS into BDS and Executing a BDS Mapping
14 Hours
Testimonials (4)
Everything is ok.
Adrian Rybka - SEOyon
Course - Flutter Development Bootcamp with Dart
Very usefull additional informations
Grzegorz - Comp S.A.
Course - BLoC Pattern
Developing the User Auth App and the kahoot activity (made myself sure that i'm absorbing the training lectures :) and its fun!)
Jhoanne - Pag-IBIG Fund
Course - .NET MAUI Fundamentals
His knowledge and patience.
