Advanced Flink Programming
Apache Flink 1.2
| Beginner
- 10 videos | 45m 25s
- Includes Assessment
- Earns a Badge
In today's data-driven world, mastering real-time data processing is crucial. Apache Flink is a powerful stream processing framework and an essential tool for real-time data processing. In this course, explore advanced concepts and techniques in Flink programming, including stateful stream processing, the types and use cases of states, and the available connectors for integrating Flink with external systems. Next, learn about event time processing and advanced windowing techniques. Finally, discover performance optimization strategies to identify and resolve performance bottlenecks, the role and usage of custom serialization, and how Flink ensures fault tolerance and data consistency in real-time data processing. After completing this course, you will be able to optimize Flink jobs for performance and efficiency, ensuring your applications run smoothly.
WHAT YOU WILL LEARN
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Discover the key concepts covered in this course
Describe stateful stream processing in apache flink and its significance in real-time data processing
Differentiate between the types of states in flink and their use cases
Recognize the available connectors in flink and their typical use cases
Outline the key concepts of event time processing in flink -
Identify advanced windowing techniques in flink
Recognize common performance bottlenecks in flink jobs and techniques to optimize job performance
Describe the role and usage of custom serialization for enhancing flink job performance
Outline how flink ensures fault tolerance and data consistency in real-time data processing
Summarize the key concepts covered in this course
IN THIS COURSE
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1m 7sIn this video, we will discover the key concepts covered in this course. FREE ACCESS
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4m 32sUpon completion of this video, you will be able to describe stateful stream processing in Apache Flink and its significance in real-time data processing. FREE ACCESS
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3. Flink State Types and Their Use Cases7mAfter completing this video, you will be able to differentiate between the types of states in Flink and their use cases. FREE ACCESS
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4. Connectors in Flink5m 35sThrough this video, you will be able to recognize the available connectors in Flink and their typical use cases. FREE ACCESS
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5. Event Time Processing in Flink4m 3sIn this video, we will outline the key concepts of event time processing in Flink. FREE ACCESS
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6. Advanced Windowing Techniques in Flink5m 12sUpon completion of this video, you will be able to identify advanced windowing techniques in Flink. FREE ACCESS
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7. Flink Performance Optimization5m 33sThrough this video, you will be able to recognize common performance bottlenecks in Flink jobs and techniques to optimize job performance. FREE ACCESS
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8. Custom Serialization in Flink6m 16sAfter completing this video, you will be able to describe the role and usage of custom serialization for enhancing Flink job performance. FREE ACCESS
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9. Fault Tolerance in Flink4m 39sUpon completion of this video, you will be able to outline how Flink ensures fault tolerance and data consistency in real-time data processing. FREE ACCESS
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10. Course Summary1m 29sIn this video, we will summarize the key concepts covered in this course. FREE ACCESS
EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE
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