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Apache Kafka - An Introduction · LearnSpace
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Apache Kafka - An Introduction

Курс от Coursera
Начальный≈ 3 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Apache Kafka is a powerful, open-source stream processing platform that enables businesses to process and analyze data in real-time. This course introduces the core concepts and architecture of Apache Kafka, guiding learners. This course is designed for aspiring data engineers, software developers interested in data processing, and IT professionals looking to diversify into data engineering. It also targets data scientists seeking to understand real-time analytics platforms and technical managers overseeing data-driven projects. Learners are expected to have a basic understanding of programming concepts and familiarity with the command line. No prior experience with Apache Kafka is required, but having a general interest in messaging systems and real-time data processing will be beneficial. After completing this course, learners will be able to describe Apache Kafka's architecture and its components, enhancing data pipeline efficiency. They will also be able to configure and manage Kafka clusters, ensuring high availability and fault tolerance. Additionally, learners will be equipped to create and use topics, publishers, and subscribers to facilitate real-time data exchange, as well as implement basic stream processing applications using Kafka Streams to address real-world data challenges.

Навыки, которые вы освоите

Apache KafkaReal Time DataData PipelinesData Processing

Программа курса

1 модулей · 20 учебных материалов

01Apache Kafka - An Introduction20 материалов

Lesson 1: Introduction to Apache Kafka

Welcome to the Course: Course OverviewЧтениеIntroduction to the Course & Meet Your InstructorВидеоWhat is Apache Kafka? ВидеоKafka Architecture Explained Видео

Учитесь у экспертов

Soheil Haddadi

Data Scientist | AI & ML Research Scientist | Interested in LLMs and GenAI

Starweaver

Global Leaders in Professional & Technology Education

Apache Kafka - An Introduction
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Обучение на Coursera

≈ 3 ч

1 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Индонезийский, Испанский, Японский

Часть программы вашего университета
Setting Up Your First Kafka Cluster Видео
Unlocking Real-Time Data Streams: A Deep Dive into Apache Kafka Чтение

Lesson 2: ETL Kafka Core Operations

Kafka Topics and Partitions ВидеоProducing and Consuming Messages ВидеоKafka Cluster Management ВидеоKafka ETL Pipeline Creation: A Redpanda Tutorial for Developers and Data Engineers ЧтениеKafka's Architecture - Boosting Data PipelinesDIALOGUEKafka Core Operations MasteryЗадание

Lesson 3: Stream Processing with Kafka

Introduction to Kafka Streams ВидеоBuilding Your First Stream Processing Application ВидеоAdvanced Stream Processing ВидеоCongratulations and Continuous Learning JourneyВидеоStreamlining Real-Time Data: An Insight into Apache Kafka ЧтениеApplying Kafka Streams to Real-Time Data ChallengesDIALOGUEStream Processing Application DesignЗаданиеStreamlining Real-Time Data: An Insight into Apache KafkaЗадание