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Using Kafka on Confluent · LearnSpace
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Using Kafka on Confluent

Курс от Edureka
Начальный≈ 12.5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Enhance your data engineering expertise with practical skills in real-time data handling and event streaming using Confluent Kafka. This course offers direct, hands-on experience in setting up and managing Kafka clusters, connecting to diverse data sources, and building robust data pipelines for modern applications. Throughout this course, you'll explore the industry-specific applications of and delve into various features and functionalities. By the end of this course, you will be able to: - Know the architecture of Kafka and Confluent. - Explain the importance of Kafka Connect used to connect to other data sources. - Assess the capabilities of producers for publishing data records and consumers for retrieving data. - Applying concepts of Kafka to manage data. - Interpret replication and Kafka streams on Confluent. - Explore Kafka's full data handling capabilities on Confluent. This course is suited for freshers, IT professionals, data architects, and project managers looking to advance in streaming data and event-driven architecture. Basic understanding of RDBMS and data management will be useful but is not mandatory. Gain the confidence and technical skillset to architect, manage, and scale real-time data solutions with Confluent Kafka.

Навыки, которые вы освоите

Systems ArchitectureSoftware InstallationData ManagementData Governance

Программа курса

4 модулей · 95 учебных материалов

01Getting Started with Confluent35 материалов

Introduction to Big Data and Kafka on Confluent

Welcome to Using Kafka on ConfluentЧтениеCourse IntroductionВидеоYour Baseline Knowledge CheckpointDIALOGUEThe Coming of Big DataВидео

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Edureka

Преподаватель курса

Using Kafka on Confluent
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Обучение на Coursera

≈ 12.5 ч

4 модулей

Язык: Английский

Часть программы вашего университета
What is Big Data AnalyticsВидео
Challenges in Real Time DataВидео
Introduction to KafkaВидео
Kafka Features and FundamentalsВидео
Kafka ComponentsВидео
How to Use Discussion Forums?Чтение
Introduce YourselfОбсуждение
Getting Started with Confluent PlatformЧтение
Overview of KafkaЧтение
Practice Quiz: Big Data and Kafka on ConfluentЗадание

Installation and Setting up Confluent

Introduction to ConfluentВидеоCreating a Confluent Account - Basic ConfigurationВидеоCreating a Confluent Account - Installing CLIВидеоCreating a Confluent Account - Configuration CommandsВидеоConfluent ArchitectureВидеоCreating ClustersВидеоManaging Cluster OperationsВидеоKafka ApplicationsВидеоKafka Basics on Confluent PlatformЧтениеManaging and Setting up Confluent KafkaЧтениеPractice Quiz: Installation and Setting up ConfluentЗадание

Configuring Confluent Environment

Confluent - TopicsВидеоSetting up Producers and ConsumerВидеоConsuming Messages ВидеоConfluent - PartitionsВидеоConfluent - BrokersВидеоKafka Broker and Controller ConfigurationЧтениеPractice Quiz: Configuring Confluent EnvironmentЗадание

Module Wrap-Up and Assessment

Summary of Getting Started with ConfluentВидеоKnowledge Check: Getting Started with ConfluentЗаданиеHave you Worked on Apache Kafka Before?Обсуждение
02Kafka Operations and Core Concepts44 материалов

Kafka Producers and Consumers

What are Producers?ВидеоWhat are Consumers?ВидеоConsumer with Python - DescriptionВидеоConsumer with Python - SetupВидеоConsumer with Python - OperationsВидеоConsumer with Python - Consuming MessagesВидеоConsumer Groups and OffsetВидеоEcosystemВидеоKafka Producers and ConsumersЧтениеPractice Quiz: Kafka Producers and ConsumersЗадание

Introduction to Kafka Connect

Running Kafka ConnectВидеоKafka Connect - DemonstrationВидеоUse SMT's with a Managed ConnectorВидеоConnectors for External SystemsВидеоConvertors and TransformersВидеоKafka Connect Single Message Transform Reference for Confluent PlatformЧтение

Kafka Streams

Kafka Schema RegistryВидеоSchema Registry - Demonstration OverviewВидеоSchema Registry - ConnectorВидеоSchema Registry - Consuming DataВидеоSchema Registry - ManipulationВидеоKafka JoinsВидеоKTables and Serializations

SQL Walkthrough

DDL CommandsВидеоDQL CommandsВидеоDML CommandsВидеоDCL CommandsВидеоTCL CommandsВидеоMerge CommandВидеоAlter CommandВидео

Replication and Fault Tolerance

Replication in Kafka ConfluentВидеоIn - Sync Replicas and Producer ACKsВидеоReplicated LogsВидеоPractice Quiz: Replication and Fault ToleranceЗадание

Module Wrap-Up and Assessment

Summary: Kafka Operations and Core ConceptsВидеоKnowledge Check: Kafka Core OperationsЗаданиеHow can schema registry help in confluent?Обсуждение
03Kafka Security and Monitoring11 материалов

Security in Kafka and Confluent

Introduction to Kafka SecurityВидеоSchema Management and SubjectsВидеоEncryption and AuthenticationЧтениеPractice Quiz: Security in ConfluentЗадание

Monitoring and Operations

Data MeshВидеоData Mesh ArchitectureВидеоKafka Health and Cluster PerformanceВидеоBest Practices for Kafka in ConfluentЧтениеPractice Quiz: Data MeshЗадание

Module Wrap-Up and Assessment

Summary: Security and Data MeshВидеоKnowledge Check: Security and MonitoringЗадание
04Course Project5 материалов
End Course Knowledge CheckpointDIALOGUEProject: Kafka Processing on ConfluentЧтениеDescribe Your Learning JourneyОбсуждениеKnowledge Check: Using Kafka on ConfluentЗаданиеCourse Summary: Kafka on ConfluentВидео
Practice Quiz: Kafka ConnectЗадание
Видео
Aggregations and WindowingВидео
Time ConceptsВидео
Testing and Error HandlingВидео
Practice Quiz: Kafka StreamsЗадание
Overview of SQLЧтение
Practice Quiz: SQLЗадание