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    Apache Kafka

    BY
    Simpliv Learning

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    Mode

    Online

    Fees

    $ 299 1499

    Quick Facts

    particular details
    Medium of instructions English
    Mode of learning Self study
    Mode of Delivery Video and Text Based

    Course and certificate fees

    Fees information
    $ 299  $1,499
    certificate availability

    Yes

    certificate providing authority

    Simpliv Learning

    The syllabus

    Course Intro

    •  Course Introduction

    Lesson 1 - Getting Started with Big Data and Apache Kafka

    •  Learning Objective
    •  Data Evolution Over Time
    •  Big Data Overview
    •  Big Data Analytics
    •  Messaging System
    •  Introduction and Features of Kafka
    •  Kafka Usecases
    •  Kafka Terminologies
    •  Kafka Components
    •  Kafka Architecture
    •  Kafka Clusters
    •  Kafka Industry Usecases
    •  DEMO_Setup A Single Node Single Broker Cluster
    •  DEMO_Setup A multi Node Single Broker Cluster
    •  DEMO_Install zookeeper
    •  DEMO_Install Kafka
    •  Key Takeaway
    •  Lesson End Quiz 1

    Lesson 2 - Kafka Producer

    •  Learning Objective - Kafka Producer
    •  Overview of Producer and It_s Architecture
    •  Kafka Producer Configuration
    •  Kafka Producer Optional Configuration
    •  Kafka Producer Configuration Objects
    •  Demo - Create a Kafka Producer
    •  Sending Messages
    •  Serializers and Custom Serializers
    •  Demo - Creating a Custom Serializer
    •  Serializers Challenges and Serializing using Apache Avro
    •  Demo - Serializing Using Apache Avro
    •  Partitions
    •  Demo - Setup Custom Partition
    •  Key Takeaway-Kafka Producer
    •  Lesson End Quiz 2

    Lesson 3 - Kafka Consumer

    •  Learning Objectives- Kafka Consumer
    •  Overview of Kafka Consumers
    •  Consumer Groups
    •  Partition Rebalance and Creating a Consumer
    •  Poll loop and it_s functioning
    •  Kafka Consumer Configuration- Part1
    •  Kafka Consumer Configuration- Part2
    •  Demo - Create Kafka Consumer
    •  Commit and Offset
    •  Ways of Commiting Offset - Automatic Offset
    •  Ways of Commiting Offset - Commit Current Offset
    •  Ways of Commiting Offset - Asynchronous Commit
    •  Ways of Commiting Offset - Combining Synchronous and Asynchronous Commits
    •  Ways of Commiting Offset - Commit Specified Offset
    •  Rebalance Listeners
    •  Consuming Records with Specific Offset
    •  Deserializers
    •  Demo - Create and Use Custom Deserializer
    •  Key Takeaway-Kafka Consumer
    •  Lesson End Quiz 3

    Lesson 4 - Kafka Operations and Performance Tuning

    •  Learning Objectives- Kafka Operations and Performance Tuning
    •  Kafka Iternals Overview
    •  Replication and Replica Types
    •  Preffered Ladder, Request and Request Processing
    •  Types of Requests
    •  Partition Allocation, File Management and Segments
    •  File Format, Index and Compaction
    •  Kafka Reliability and Reliablity Methods
    •  Broker Configuration for Replication
    •  Consumer in Reliable System
    •  Key Takeaway- Kafka Operations and Performance Tuning
    •  Lesson End Quiz 4

    Lesson 5 - Kafka Cluster Architecture and Administering Kafka

    •  Lesson 5 - Learning Objective
    •  Cluster Mirroring
    •  MirrorMaker Configuration
    •  MirrorMaker Deployment and Tuning
    •  Hub and Spokes Architecture and Active Active Architecture
    •  Active-Standby Architecture and Strech Clusters
    •  Demo - Setting up MirrorMaker
    •  Administering Kafka - Topic Operations
    •  Partition Management
    •  Console Producer Tool
    •  Console Consumer Tool
    •  Lesson 5 - Key Takeaway
    •  Lesson End Quiz 5

    Lesson 6 - Kafka Monitoring and Schema Registry

    •  Lesson 6 - Learning Objective
    •  Monitoring and it's importance
    •  Server or Infrastructure Monitoring and Application Monitoring
    •  Kafka Monitoring
    •  Kafka Broker Metrics - Under Replicated Partitions
    •  Kafka Broker Metrics - Others
    •  Topic and Partition Specific Metrics
    •  Logging and Client Monitoring
    •  Producer and Consumer Metrics
    •  Quotas and Lag Monitoring
    •  Monitoring Dashboard
    •  Demo - Setting up Open Source Health Monitor
    •  Kafka Schema Registry
    •  Kafka Component and Architecture
    •  Kafka Schema Registry Working
    •  Demo - Using Kafka Schema Registry With Kafka
    •  Lesson 6 - Key Takeaway
    •  Lesson End Quiz 6

    Lesson 7-Kafka Streams and Kafka Connectors

    •  Lesson 7 - Learning Objective
    •  Stream and Stream Processing
    •  Kafka Stream
    •  Kafka Stream Architecture and Working
    •  Kafka Stream Components
    •  Kafka Stream Architecture Tasks, Threading Model and Local State Store
    •  Kafka Stream Architecture - Record Buffer
    •  Memory Management and Streaming Data Pipeline
    •  Kafka Stream DSL
    •  KStream Operations
    •  KTable
    •  KTable Operations
    •  Aggregation and Windowing
    •  Processor Topology and Stream Processor
    •  Stream and Processor APIs
    •  Processor APIs - Create Topology
    •  Kafka Connectors
    •  Standalone and Sink Connector Configuration
    •  Running Kafka Connect
    •  Kafka Connector Distributed Mode
    •  HTTP Rest Interface
    •  Demo - Kafka Connector
    •  Demo - Create an Application using Kafka Streams
    •  Lesson 7 - Key Takeaway
    •  Lesson End Quiz 7

    Lesson 8 - Integration of Kafka with Storm

    •  Lesson 8 - Learning Objective
    •  Apache Storm
    •  Real-time Analytics
    •  Apache Storm Architecture
    •  Apache Storm Components
    •  Apache Storm Topology
    •  Apache Storm Topology - Part 1
    •  Kafka Spout
    •  Integration of Apache Storm and Kafka
    •  Lesson 8 - Key Takeaway
    •  Lesson End Quiz 8

    Lesson 9 - Kafka Integration with Spark and Flume

    •  Lesson 9 - Learning Objective
    •  Introduction to Spark
    •  Spark Components
    •  RDD
    •  Spark Stream
    •  Spark Integration with Kafka
    •  Flume
    •  Flume Connectors
    •  Flume Kafka to HDFS Configuration
    •  Lesson 9 - Key Takeaway
    •  Lesson End Quiz 9

    Lesson 10 - Admin Client and Securing Kafka

    •  Lesson 10 - Learning Objective
    •  Admin Client
    •  Demo - Perform Various Admin Tasks using Admin Client
    •  Kafka Security
    •  Kafka Security Component
    •  SASL
    •  Configure SSL in Kafka
    •  Secure using ACLs
    •  Lesson 10 - Key Takeaway
    •  Lesson End Quiz 10

    Course End Project

    •  Problem Statement
    •  Solution

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