Packt
Apache Kafka Series - Learn Apache Kafka for Beginners v3
Packt

Apache Kafka Series - Learn Apache Kafka for Beginners v3

包含在 Coursera Plus

深入了解一个主题并学习基础知识。
中级 等级

推荐体验

1 周 完成
在 10 小时 一周
灵活的计划
自行安排学习进度
深入了解一个主题并学习基础知识。
中级 等级

推荐体验

1 周 完成
在 10 小时 一周
灵活的计划
自行安排学习进度

您将学到什么

  • Explain the architecture and core concepts of Apache Kafka.

  • Set up a personal Kafka development environment.

  • Develop Java applications to produce and consume messages in Kafka.

要了解的详细信息

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作业

6 项作业

授课语言:英语(English)

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  • 向行业专家学习新概念
  • 获得对主题或工具的基础理解
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该课程共有15个模块

In this module, we will introduce you to the fundamentals of Apache Kafka. You will gain an understanding of the course’s scope, objectives, and the author's background. This will set the stage for your journey into Kafka’s architecture and functionality.

涵盖的内容

3个视频2篇阅读材料

In this module, we will dive into the theoretical aspects of Kafka. You will explore the architecture and essential components, such as topics, partitions, and consumer groups, and learn about advanced topics like replication and Kafka KRaft. This foundation will be crucial as you move into more practical applications later in the course.

涵盖的内容

10个视频1个插件

In this module, we will guide you through the practical steps needed to start Kafka on different platforms such as Mac OS X, Linux, and Windows. You'll learn how to overcome challenges during installation and start Kafka using multiple approaches, including Conduktor and Brew.

涵盖的内容

11个视频1个作业

In this module, we will focus on starting Kafka using the KRaft mode, which eliminates the need for Zookeeper. You'll learn how to configure and start Kafka Brokers in KRaft mode on Mac OS, Linux, and Windows, enabling a more streamlined Kafka setup.

涵盖的内容

3个视频1个插件

In this module, we will explore the essential Kafka command line interface (CLI) tools. You'll become proficient in managing Kafka topics, producing and consuming data, and handling consumer groups using the CLI, all crucial for efficient Kafka operations.

涵盖的内容

7个视频1个插件

In this module, we will introduce you to Kafka's graphical user interface tools, with a focus on Conduktor. You'll learn how to navigate Kafka's UI for efficient management and monitoring of Kafka clusters, simplifying the administration tasks.

涵盖的内容

1个视频1个作业1个插件

In this module, we will cover the basics of programming with Kafka using Java. You'll learn how to create Kafka producers and consumers, handle message keys, and implement advanced features like graceful shutdowns and consumer group management in Java.

涵盖的内容

12个视频1个插件

In this module, we will guide you through a real-world Kafka project. You'll learn how to apply the Kafka concepts you've studied to design and implement a practical solution, providing you with hands-on experience in a realistic setting.

涵盖的内容

1个视频1个插件

In this module, we will dive into advanced Kafka producer configurations, focusing on optimizing performance and ensuring data durability. You'll work on a Wikimedia producer project, learning to fine-tune Kafka settings for different scenarios and data sources.

涵盖的内容

15个视频1个作业1个插件

In this module, we will explore the integration of Kafka with OpenSearch, covering both the setup process and advanced consumer configurations. You'll learn how to implement strategies for effective data consumption, manage offsets, and ensure reliable data processing.

涵盖的内容

16个视频1个插件

In this module, we will introduce you to Kafka's extended APIs, including Kafka Connect, Streams, and Schema Registry. You'll gain hands-on experience with these APIs, learning how to leverage them for diverse data processing tasks and seamless integration with other systems.

涵盖的内容

8个视频1个插件

In this module, we will review real-world case studies to showcase Kafka's application in various industries. You'll gain insights into the challenges and solutions in big data and fast data environments, helping you apply best practices in your own Kafka projects.

涵盖的内容

8个视频1个作业1个插件

In this module, we will cover advanced topics related to managing Kafka in enterprise settings. You'll learn about Kafka cluster setup, monitoring, and security, as well as managing multi-cluster deployments and ensuring robust communication protocols.

涵盖的内容

5个视频1个插件

In this module, we will focus on advanced Kafka configurations, including topic settings, log management, and handling large messages. You'll learn how to optimize Kafka for your specific needs, ensuring efficient and reliable data processing.

涵盖的内容

8个视频1个作业

In this final module, we will guide you through the next steps in your Kafka learning journey. You'll receive recommendations on advanced topics and specialized areas to explore, along with resources to help you continue building your Kafka expertise.

涵盖的内容

1个视频1篇阅读材料1个作业

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