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Kafka Integration with Storm, Spark, Flume, and Security · LearnSpace
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Kafka Integration with Storm, Spark, Flume, and Security

Курс от LearnKartS
Средний≈ 5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Want to be a leader in the field of real-time data engineering? This comprehensive Kafka Integration with Storm, Spark, Flume, and Security course expands your Kafka knowledge by teaching you how to integrate and protect large-scale, distributed data pipelines. This Kafka course is designed for professionals with a strong understanding of Kafka and Java/Scala. It covers Storm topology design, Kafka Spout implementation, and Spark Streaming with RDDs and sessions. You'll set up Flume agents, connect Kafka to HDFS, and master Kafka Admin Client operations. The course also covers sophisticated Kafka security protocols including SSL, SASL, and ACL setup for strong authentication and encryption. With engaging videos, demos, assessments, and reading materials, you'll learn real-world skills in data input, processing, fault tolerance, and secure stream management. By the end of the course, you will be confident in your ability to build, deploy, and secure enterprise-grade streaming architectures.

Навыки, которые вы освоите

Apache KafkaAuthorization (Computing)AuthenticationsEncryptionApache SparkDistributed ComputingSecurity ControlsData TransformationData IntegrationIdentity and Access ManagementData PipelinesAnalyticsApache HadoopData ProcessingReal Time Data

Программа курса

5 модулей · 45 учебных материалов

01Apache Storm and Kafka Integration12 материалов
Apache StormВидеоReal-time AnalyticsВидеоApache Storm ArchitectureВидеоApache Storm ComponentsВидеоUnderstanding Apache Storm Topology: Spouts WorkflowВидео

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LearnKartS

Преподаватель курса

Kafka Integration with Storm, Spark, Flume, and Security
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Обучение на Coursera

≈ 5 ч

5 модулей

Язык: Английский

Субтитры: Узбекский, Казахский

Часть программы вашего университета
Understanding Apache Storm Topology: Bolts WorkflowВидео
Kafka SpoutВидео
Integration of Apache Storm and KafkaВидео
DEMO: Simple Standalone Application Using Kafka and StormВидео
Cheat Sheet: Storm Topology, Spouts, Bolts and Kafka Spout ReferenceЧтение
Apache Storm and Kafka IntegrationЗадание
Building Real-Time Data Processing Systems Using Apache Storm and KafkaDIALOGUE
02Apache Spark and Kafka Integration13 материалов
Introduction to SparkВидеоSpark ComponentsВидеоResilient Distributed DatasetВидеоRDD Operations - Transformation - Map, FlatMap, and FilterВидеоRDD Operations - Transformation - Join, Distinct, First, and TakeВидеоRDD Operations - ActionsВидеоData Sets and Spark SessionВидеоData Sets and Spark Session OperationsВидеоUnderstanding Spark StreamВидеоSpark Integration with KafkaВидеоDEMO: Running a Small Standalone Application in Spark with KafkaВидеоFlashcards: Spark Core Concepts and RDD OperationsЧтениеApache Storm and Spark Kafka IntegrationЗадание
03Apache Flume7 материалов
Introduction to Apache FlumeВидеоUnderstanding Flume ConnectorsВидеоFlume Kafka to HDFS ConfigurationВидеоDEMO: Creating Flume Agent Sending Data from Kafka to HDFSВидеоRESOURCE: Apache Flume User GuideЧтениеApache Flume and Kafka IntegrationЗаданиеApache Flume Integration with Kafka and HDFSDIALOGUE
04Kafka Admin Client5 материалов
Introduction to Admin ClientВидеоDEMO: Perform Various Admin Tasks using Admin ClientВидеоCheat Sheet: Kafka Admin Client API ReferenceЧтениеRESOURCE: Kafka AdminClient API DocumentationЧтениеKafka Admin Client OperationsЗадание
05 Securing Kafka8 материалов
Kafka SecurityВидеоKafka Security ComponentВидеоSimple Authorization Service Layer in KafkaВидеоConfigure SSL in KafkaВидеоSecure using ACLSВидеоMind Map: Kafka Security Architecture — Authentication, Authorization, EncryptionЧтениеFlashcards: Kafka Security Concepts and ConfigurationЧтениеKafka Admin Client and SecurityЗадание