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Apache Kafka Training

Apache Kafka Training

Welcome to KONCPT AI’s 5-day Apache Kafka Training program! This comprehensive course covers Kafka fundamentals, architecture, hands-on exercises, and advanced topics, empowering participants to build real-time data pipelines and streaming applications. Gain in-depth knowledge to effectively use Kafka for data processing and real-time analytics in corporate projects.

Description

Welcome to the 5-day Apache Kafka Training program by KONCPT AI. This comprehensive Corporate training is designed to provide participants with a deep understanding of Apache Kafka, a distributed streaming platform used for building real-time data pipelines and streaming applications. This course covers fundamental concepts, architecture, hands-on exercises, and advanced topics to ensure participants can effectively use Kafka in their data processing and real-time analytics projects.

Benefits of Attending This Training

  1. Hands-On Experience: Gain practical experience through hands-on exercises and real-world projects.
  2. Expert Instructors: Learn from industry experts with extensive experience in Kafka and real-time data processing.
  3. Comprehensive Curriculum: Cover essential topics from basics to advanced techniques.
  4. Career Advancement: Enhance your skills and improve your job prospects in the field of data engineering and real-time analytics.
  5. Networking Opportunities: Connect with like-minded professionals and expand your professional network.
  6. Certification: Receive a certificate of completion, demonstrating your proficiency in Apache Kafka.

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Course Content


Introduction to Apache Kafka

  1. Overview of Apache Kafka
  2. Kafka’s architecture and components
  3. Setting up and configuring Kafka
  4. Topics, partitions, and replicas
  5. Producers and consumers
  6. Kafka’s distributed storage
  7. Hands-on exercises: Setting up a Kafka cluster
  8. Introduction to Kafka CLI tools
  9. Understanding Kafka’s core APIs
  10. Key use cases for Apache Kafka

Building and Managing Kafka Clusters

  1. Kafka brokers and clusters
  2. Configuring Kafka brokers
  3. Managing Kafka topics
  4. Kafka logs and log segments
  5. Monitoring Kafka clusters
  6. Kafka’s replication mechanism
  7. Hands-on exercises: Managing a Kafka cluster
  8. Kafka cluster scaling and high availability
  9. Kafka security basics (SSL, SASL)
  10. Configuring Kafka for durability and reliability

Developing Kafka Producers and Consumers

  1. Kafka producer API
  2. Configuring and tuning Kafka producers
  3. Kafka consumer API
  4. Configuring and tuning Kafka consumers
  5. Consumer groups and offset management
  6. Hands-on exercises: Building Kafka producers and consumers
  7. Error handling and retries
  8. Serialization and deserialization
  9. Implementing custom serializers and deserializers
  10. Advanced consumer configurations (sticky partitioning, cooperative rebalancing)

Stream Processing with Kafka

  1. Introduction to stream processing
  2. Kafka Streams API
  3. Building stream processing applications with Kafka Streams
  4. Windowing and aggregation in Kafka Streams
  5. Stateful processing and interactive queries
  6. Hands-on exercises: Developing stream processing applications
  7. Introduction to Kafka Connect
  8. Building and deploying connectors
  9. Configuring and managing Kafka Connect
  10. Use cases for Kafka Streams and Kafka Connect

Advanced Kafka Topics and Real-World Applications

  1. Kafka’s internals and performance tuning
  2. Kafka metrics and monitoring
  3. Kafka with Schema Registry and Avro
  4. Integrating Kafka with external systems (Hadoop, Spark, Flink)
  5. Real-time analytics with Kafka
  6. Hands-on exercises: Advanced Kafka configurations and integrations
  7. Case studies and industry examples
  8. Building a complete Kafka pipeline
  9. Troubleshooting and debugging Kafka applications
  10. Future trends and developments in Apache Kafka


Contact us

By the end of this 5-day training program, participants will have a solid understanding of Apache Kafka and be able to build, manage, and optimize Kafka clusters, as well as develop real-time data processing applications. Join us at KONCPT AI to take your Kafka skills to the next level!

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