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Kafka Course | InstaDataHelp

Kafka Course

by | Sep 7, 2023 | General Blogs, Machine Learning

Welcome to the Kafka Course, your gateway to mastering one of the most influential technologies in the world of real-time data processing. Apache Kafka is at the heart of countless data-driven applications, enabling organizations to harness the power of data streams at scale.

This course is designed to take you on a deep dive into Kafka’s architecture, concepts, and hands-on applications. Whether you’re an aspiring data engineer, software developer, or a seasoned IT professional, Kafka’s versatility and scalability make it a must-know technology.

Throughout this journey, we will explore Kafka’s core components, including producers, consumers, topics, and partitions, demystifying the complexities of real-time data streaming. Hands-on labs will provide you with practical experience, ensuring that you can confidently produce, consume, and process data in Kafka.

But this course doesn’t stop at the basics. We’ll delve into advanced topics like Kafka Streams for real-time data processing, Kafka Connect for seamless data integration, and robust security measures to protect your data.

By the end of this course, you’ll not only be well-versed in Kafka’s fundamentals but also equipped to design and deploy Kafka solutions in production environments. You’ll be prepared to tackle complex data streaming challenges, enabling your organization to thrive in the age of data-driven decision-making.

So, let’s embark on this journey into the world of Kafka, where you’ll acquire the skills to build scalable, fault-tolerant, and real-time data pipelines. Join us, and together, we’ll navigate the exciting terrain of Apache Kafka!

 

Day 1: Introduction to Kafka

  • Overview of Apache Kafka and its role in real-time data streaming
  • Kafka architecture: brokers, topics, partitions, and producers/consumers
  • Kafka use cases in industry
  • Installation and setup of Kafka on local machines

Day 2: Kafka Fundamentals

  • Producing and consuming messages with Kafka
  • Understanding Kafka topics and partitions
  • Message retention and log compaction
  • Hands-on lab – Basic message production and consumption

Day 3: Kafka Producers and Consumers

  • Configuring Kafka producers for reliability
  • Configuring Kafka consumers and consumer groups
  • Consumer offset management and commit strategies
  • Error handling and message processing semantics
  • Hands-on lab – Advanced producer and consumer configurations

Day 4: Kafka Streams

  • Introduction to Kafka Streams and stream processing
  • Building and deploying Kafka Streams applications
  • Windowing and time-based processing
  • Stateful processing with Kafka Streams
  • Hands-on lab – Implementing Kafka Streams applications

Day 5: Kafka Connect

  • Understanding Kafka Connect and its connectors
  • Building custom connectors
  • Source connectors for ingesting data into Kafka
  • Sink connectors for exporting data from Kafka
  • Hands-on lab – Configuring and deploying Kafka Connectors

Day 6: Kafka Security

  • Overview of Kafka security concerns
  • Authentication and authorization with Kafka
  • Securing data at rest and in transit
  • Best practices for securing Kafka clusters
  • Hands-on lab – Implementing security measures in Kafka

Day 7: Kafka in Production

  • Scalability and high availability strategies
  • Monitoring and managing Kafka clusters
  • Kafka cluster administration and maintenance
  • Disaster recovery planning and backup strategies
  • Hands-on lab – Scaling and managing Kafka clusters

Day 8: Kafka Ecosystem

  • Exploring the Kafka ecosystem: Kafka Streams, KSQL, and more
  • Use cases and practical applications of Kafka ecosystem components
  • Integrating Kafka with other data processing tools
  • Real-world case studies and success stories
  • Hands-on lab – Building a complete data pipeline with Kafka ecosystem tools

Day 9: Kafka Best Practices

  • Performance optimization and tuning
  • Log compaction and message retention strategies
  • Monitoring Kafka with tools like Confluent Control Center
  • Troubleshooting common Kafka issues
  • Hands-on lab – Kafka performance tuning and monitoring

Day 10: Future Trends and Advanced Topics

  • Apache Kafka’s roadmap and upcoming features
  • Emerging trends in the world of real-time data processing
  • Exploring advanced Kafka use cases
  • Final project presentations and Q&A session
  • Course conclusion and next steps

 

The course structure and duration is suggestive. For customized course, please contact us. We will be providing customized course which will be suitable for your organizational goal.

Please contact at info@instadatahelp.com or call at +91 9903726517 to know further about the course.

To get details of other courses, please visit InstaDataHelp Analytics Services.

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