Apache Kafka: A Complete Guide
Course Overview This comprehensive course is designed to provide participants with a thorough understanding of Apache Kafka, a distributed streaming platform that is widely used in modern data processing and analytics. Participants will learn about the architecture, components, and features of Kafka, as well as how to design, implement, and manage Kafka clusters. Upon completion of this course, participants will receive a certificate issued by The Art of Service.
Course Features - Interactive and engaging learning experience
- Comprehensive and up-to-date content
- Personalized learning with expert instructors
- Practical and real-world applications
- High-quality content with hands-on projects
- Bite-sized lessons for flexible learning
- Lifetime access to course materials
- Gamification and progress tracking
- Community-driven learning environment
- Actionable insights and takeaways
- Mobile-accessible and user-friendly platform
Course Outline Module 1: Introduction to Apache Kafka
- What is Apache Kafka?
- History and evolution of Kafka
- Key features and benefits of Kafka
- Use cases and applications of Kafka
- Overview of Kafka architecture and components
Module 2: Kafka Architecture and Components
- Broker architecture and components
- Topic partitions and replicas
- Producer and consumer components
- ZooKeeper and its role in Kafka
- Kafka Connect and its applications
Module 3: Kafka Cluster Design and Implementation
- Designing a Kafka cluster
- Configuring Kafka brokers and topics
- Implementing Kafka producers and consumers
- Managing Kafka clusters with ZooKeeper
- Monitoring and troubleshooting Kafka clusters
Module 4: Kafka Producer and Consumer APIs
- Producer API and its features
- Consumer API and its features
- Producer and consumer configuration options
- Producer and consumer performance tuning
- Producer and consumer error handling
Module 5: Kafka Streams and Processing
- Introduction to Kafka Streams
- Stream processing concepts and terminology
- Building and deploying Kafka Streams applications
- Integrating Kafka Streams with other Kafka components
- Monitoring and troubleshooting Kafka Streams applications
Module 6: Kafka Security and Authentication
- Overview of Kafka security features
- Configuring Kafka security and authentication
- Implementing SSL/TLS encryption in Kafka
- Using Kerberos and SASL for Kafka authentication
- Authorizing Kafka access with ACLs
Module 7: Kafka Monitoring and Performance Tuning
- Monitoring Kafka cluster performance
- Configuring Kafka metrics and logging
- Using Kafka tools for performance tuning
- Optimizing Kafka producer and consumer performance
- Troubleshooting common Kafka performance issues
Module 8: Kafka Integration with Other Systems
- Integrating Kafka with Apache Hadoop and Spark
- Integrating Kafka with NoSQL databases and data warehouses
- Using Kafka Connect for data integration
- Integrating Kafka with cloud-based services
- Best practices for Kafka integration and deployment
Module 9: Kafka Use Cases and Applications
- Real-time data processing and analytics
- Event-driven architecture and microservices
- IoT data processing and analytics
- Log aggregation and monitoring
- Machine learning and predictive analytics
Module 10: Kafka Best Practices and Troubleshooting
- Best practices for Kafka cluster design and implementation
- Troubleshooting common Kafka issues and errors
- Monitoring and maintaining Kafka cluster health
- Upgrading and migrating Kafka clusters
- Backup and recovery strategies for Kafka
Certificate of Completion Upon completion of this course, participants will receive a certificate issued by The Art of Service, demonstrating their expertise and knowledge in Apache Kafka.,
- Interactive and engaging learning experience
- Comprehensive and up-to-date content
- Personalized learning with expert instructors
- Practical and real-world applications
- High-quality content with hands-on projects
- Bite-sized lessons for flexible learning
- Lifetime access to course materials
- Gamification and progress tracking
- Community-driven learning environment
- Actionable insights and takeaways
- Mobile-accessible and user-friendly platform