LearnKartS

Apache Kafka 专项课程

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LearnKartS

Apache Kafka 专项课程

Master Apache Kafka for Real-Time Data Engineering. Build practical streaming, integration, and pipeline skills used by developers and data engineers.

LearnKartS

位教师:LearnKartS

3,473 人已注册

包含在 Coursera Plus

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推荐体验

8 周 完成
在 3 小时 一周
灵活的计划
自行安排学习进度
深入学习学科知识
4.1

(35 条评论)

初级 等级

推荐体验

8 周 完成
在 3 小时 一周
灵活的计划
自行安排学习进度

您将学到什么

  • Master Kafka basics, including architecture, components, and use cases, to build data pipelines with the scalable, reliable messaging system

  • Build deep understanding of Producers, Consumers, offsets and deserializers for high-throughput Kafka workflows

  • Explore Kafka internals, including replication, broker setup, cluster mirroring, and advanced multi-cluster deployment strategies

  • Understand monitoring, Kafka Streams, KTables, Connect & Schema Registry and how to secure Kafka with ACL for enterprise-level solutions

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授课语言:英语(English)

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专业化 - 4门课程系列

Kafka Fundamentals

Kafka Fundamentals

第 1 门课程 4小时

您将学到什么

  • Learn Kafka's key features, components, architecture, and industry use cases.

  • How to Set up Kafka environments and install Zookeeper and Kafka

  • Learn Kafka producer and consumer basics, configurations, and operations. Work with serializers and deserializers, and manage offsets.

  • Understand data evolution, the significance of big data, analytics applications, and messaging systems.

您将获得的技能

类别:Apache Kafka
类别:Server Administration
Kafka Architecture and Internals

Kafka Architecture and Internals

第 2 门课程 3小时

您将学到什么

  • Understand Kafka architecture, brokers, partitions, and replication

  • Configure producers, consumers, and optimize performance

  • Manage Kafka clusters and monitor system health

  • Understanding Kafka cluster architecture and administration, including MirrorMaker and dynamic configuration changes.

您将获得的技能

类别:Network Monitoring
类别:Microservices
Monitoring, Streams, and Connectors

Monitoring, Streams, and Connectors

第 3 门课程 4小时

您将学到什么

  • Monitor brokers, producers, and consumer lag in your Kafka setup

  • Build real-time apps with Kafka Streams using tasks and stateful processing

  • Connect Kafka to other tools with REST-based connectors

  • Use Schema Registry and monitor clusters for smooth operations

您将获得的技能

类别:Data Processing
类别:Prometheus (Software)

您将学到什么

  • Integrate Kafka with data engines like Storm, Spark Streaming, and Flume

  • Build real-time ingestion and processing pipelines

  • Secure Kafka with SSL, ACLs, and Kerberos authentication

  • Monitor and troubleshoot integration flows for reliable streaming

您将获得的技能

类别:Apache Kafka
类别:Performance Tuning
类别:Configuration Management
类别:Security Controls
类别:Encryption
类别:Authentications
类别:Apache Hadoop
类别:Authorization (Computing)
类别:Apache Spark
类别:Real Time Data
类别:Distributed Computing
类别:Data Pipelines
类别:Data Processing
类别:Data Integration

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