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Monitoring, Streams, and Connectors · LearnSpace
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Monitoring, Streams, and Connectors

Курс от LearnKartS
Средний≈ 5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Want to be sure your Kafka pipelines are running at top performance? This Kafka Monitoring, Streams, and Connectors course teaches you how to design, monitor, and manage real-time data systems with precision. The course is designed for learners with Kafka and Java/Scala expertise. It covers broker, producer, and consumer metrics, latency monitoring, quota enforcement, and alarm configuration using JMX and Prometheus. You'll learn about Kafka Streams' architecture, including stateful and stateless transformations, K-Stream/K-Table joins, windowing, and exactly-once semantics. You will also learn how to deploy Kafka Connect, configure source/sink connectors, interact with single message transformations (SMTs), and manage connectors using the Kafka Connect REST API. This Apache Kafka course teaches stream monitoring and integration from start to finish with demos, videos, readings, and evaluations. By the end of this course, you'll be able to create and monitor high-throughput Kafka pipelines. Enroll now to gain real-time data expertise.

Навыки, которые вы освоите

Apache KafkaNetwork ArchitectureNetwork TroubleshootingPrometheus (Software)Network MonitoringPerformance MetricDistributed ComputingData GovernanceData ProcessingSystems ArchitectureData StoreEvent Monitoring

Программа курса

5 модулей · 48 учебных материалов

01 Kafka Monitoring and Metrics13 материалов
Monitoring and Its ImportanceВидеоServer or Infrastructure Monitoring and Application MonitorВидеоKafka Monitoring ВидеоKafka Broker Metrics - Under Replicated PartitionsВидеоKafka Broker Metrics - OthersВидео

Учитесь у экспертов

LearnKartS

Преподаватель курса

Monitoring, Streams, and Connectors
В каталоге вашей программы

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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 5 ч

5 модулей

Язык: Английский

Субтитры: Узбекский, Казахский

Часть программы вашего университета
Topic and Partition Specific MetricsВидео
Logging and Client MonitoringВидео
Producer and Consumer MetricsВидео
Flashcards: Kafka Metrics and What They IndicateЧтение
Quotas and Lag MonitoringВидео
Monitoring DashboardВидео
Monitoring and Optimizing Kafka Cluster HealthDIALOGUE
Kafka Monitoring and MetricsЗадание
02 Kafka Schema Registry8 материалов
Kafka Schema RegistryВидеоKafka Component and ArchitectureВидеоKafka Schema Registry - Internal working and Use CasesВидеоKafka Schema Registry WorkingВидеоDEMO: Setting up an Open-Source Health MonitorВидеоDEMO: Using Kafka Schema Registry with KafkaВидеоCheat Sheet: Schema Registry API and Compatibility ModesЧтениеKafka Schema RegistryЗадание
03Kafka Streams :Core Concepts8 материалов
Kafka Stream OverviewВидеоKafka Stream Architecture and WorkingВидеоIntroduction to Kafka StreamsВидеоKafka Stream ComponentsВидеоKafka Stream Architecture - Record BufferВидеоMemory Management and Streaming Data PipelineВидеоKafka Streams Architecture, Processing Model & Memory ManagementDIALOGUEKafka Streams ArchitectureЗадание
04Kafka Streams : DSL and APIs10 материалов
Kafka Stream DSLВидеоK-Stream OperationsВидеоIntroduction to K-TableВидеоUnderstanding K-Table Operations ВидеоAggregation and WindowingВидеоProcessor Topology and Stream ProcessorВидеоStream and Processor APIsВидеоProcessor APIs - Create TopologyВидеоRESOURCE: Kafka Streams DSL API ReferenceЧтениеKafka StreamsЗадание
05Kafka Connectors9 материалов
Introduction to Kafka ConnectorsВидеоStandalone and Sink Connector ConfigurationВидеоRunning Kafka ConnectВидеоKafka Connector Distributed ModeВидеоManaging Kafka Connect with HTTP REST APIВидеоDEMO: Kafka ConnectorВидеоDEMO: Create an Application Using Kafka StreamsВидеоMind Map: Kafka Connect - Standalone vs Distributed, Source vs SinkЧтениеKafka ConnectorsЗадание