Mô tả

UPDATE MARCH 2022: Course newly recorded with Kafka 3.0!

Welcome to the Apache Kafka Series! Join a community of 130,000+ students learning Kafka.

Apache Kafka has become the leading distributed data streaming enterprise big data technology. Kafka is used in production by over 33% of the Fortune 500 companies such as Netflix, Airbnb, Uber, Walmart and LinkedIn.

To learn Kafka easily, step-by-step, you have come to the right place! No prior Kafka knowledge is required

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If you look at the documentation, you can see that Apache Kafka is not easy to learn...

Thanks to my several years of experience in Kafka and Big Data, I wanted to make learning Kafka accessible to everyone.

We'll take a step-by-step approach to learn all the fundamentals of Apache Kafka.
At the end of this course, you'll be productive and you'll know the following:

  • The Apache Kafka Ecosystem Architecture

  • The Kafka Core Concepts: Topics, Partitions, Brokers, Replicas, Producers, Consumers, and more!

  • Launch your own Kafka cluster in no time using native Kafka binaries – Windows / MacOS X / Linux 

  • Learn and Practice using the Kafka Command Line Interface (CLI)

  • Code Producer and Consumers using the Java API 

  • Real world project using Wikimedia as a source of data for a producer and OpenSearch as a sink for our consumer

  • Overview of Advanced APIs (Kafka Connect, Kafka Streams)

  • Real World Case Studies and Big  Use cases

  • Overview of Advanced Kafka for Administrators

  • Advanced Topic Configurations

Note: The hands-on section is based on Java, which is the native Kafka programming language. But, good news! Your learning in Java will be completely applicable to other programming languages, such as Python, C#, Node.js or Scala, and Big Data frameworks such as Spark, NiFi or Akka

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The Kafka for Beginners course is the best place to start your Kafka learning journey... Ask other students!

  • 5 stars: "That's one of the most high-quality on-line courses I ever took" – Paul L.

  • 5 stars: "This training was awesome and learned many things about KAFKA though having 0 years of experience in this technology" – Puneet G.

  • 5 stars: "Outstanding on all fronts! I wish all courses were that well presented. I especially appreciate the hands-on sections. I was able to get everything up and running with ease. Highly recommend this course and this instructor!" – David G.   

You can take this course risk-free and if you don't like it, you can get a refund anytime in the first 30 days!

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Instructor


My name is Stéphane Maarek, I am passionate about Data Streaming & Cloud Computing, and I will be your instructor in this course. I teach about Apache Kafka, the Kafka ecosystem, and Kafka Certifications, focusing on helping my students improve their professional proficiencies. I am also the co-founder of Conduktor: an enterprise Apache Kafka platform & UI to help everyone use Kafka.

I have already taught 1,500,000+ students and gotten 500,000+ reviews throughout my career in designing and delivering best-selling courses!

With Apache Kafka becoming much more than a buzzword out there, I've decided it's time for students to learn how to be Kafka professionals properly. So, let’s kick start the course! You are in good hands!


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This Course Also Comes With:

  • Lifetime Access to All Future Updates

  • A responsive instructor in the Q&A Section

  • Links to interesting articles, and lots of good code to base your next applications onto

  • Udemy Certificate of Completion Ready for Download

This is the course that could improve your career!

Apache Kafka is a skill in high demand and there are not enough people to fulfill all the open positions. You can boost your income, take on new roles and fun challenges. Many of my students are now the Kafka experts of their companies! You can be the next!

I hope to see you inside the course!

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Note: Looking for more advanced Kafka concepts? There are many volumes in the Apache Kafka Series:

  • Learn Kafka for Beginners v2 (great to start)

  • Kafka Connect Hands On Learning

  • Kafka Streams for Data Processing

  • KSQL on ksqlDB - Hands On!

  • Kafka Cluster Setup & Administration

  • Confluent Schema Registry & Kafka REST Proxy

  • Kafka Security (SSL SASL ACL)

  • Kafka Monitoring and Operations

Happy learning!

Bạn sẽ học được gì

Understand Apache Kafka Ecosystem, Architecture, Core Concepts and Operations

Master Concepts such as Topics, Partitions, Brokers, Producers, Consumers

Start a personal Kafka development environment

Learn major CLIs: kafka-topics, kafka-console-producer, kafka-console-consumer, kafka-consumer-groups, kafka-configs

Create your Producers and Consumers in Java to interact with Kafka

Program a Real World Twitter Producer & ElasticSearch Consumer

Extended APIs Overview (Kafka Connect, Kafka Streams), Case Studies and Big Data Architecture

Practice and Understand Log Compaction

Yêu cầu

  • A recent Windows / Mac / Linux machine with minimum 4GB of RAM, 5 GB of disk space
  • Some understanding of Java Programming
  • Good to have knowledge about Linux command line
  • Desire to learn something awesome and new!

Nội dung khoá học

18 sections

Kafka Introduction

4 lectures
Course Introduction
02:32
Apache Kafka in 5 minutes
05:19
Course Objectives
03:57
Welcome! - About your instructor
02:45

Code Download

1 lectures
Code Download
00:16

====== Kafka Fundamentals ======

1 lectures
Kafka Fundamentals
00:20

Kafka Theory

11 lectures
Topics, Partitions and Offsets
06:10
Producers and Message Keys
07:24
Consumers & Deserialization
04:01
Consumer Groups & Consumer Offsets
07:04
Brokers and Topics
04:28
Topic Replication
05:30
Producer Acknowledgements & Topic Durability
02:09
Zookeeper
05:14
Kafka KRaft - Removing Zookeeper
01:58
Theory Roundup
01:33
Quiz on Theory
13 questions

Starting Kafka

13 lectures
Important: Starting Kafka & Lectures Order
04:22
FAQ for Setup Problems
00:51
Starting Kafka with Conduktor - Multi Platform
02:46
Mac OS X - Download and Setup Kafka in PATH
06:37
Mac OS X - Start Zookeeper and Kafka
03:49
Mac OS X - Using brew
04:08
Linux - Download and Setup Kafka in PATH
07:32
Linux - Start Zookeeper and Kafka
03:45
Windows WSL2 - Download Kafka and PATH Setup
08:03
Windows WSL2 - Start Zookeeper & Kafka
03:20
Windows WSL2 - How to Fix Problems
05:27
Windows WSL2 - Extra Instructions
00:44
Windows non-WSL2 - Start Zookeeper and Kafka
08:31

Starting Kafka without Zookeeper

4 lectures
Note: try out Kafka KRaft
00:14
Mac OS X - Start Kafka in KRaft mode
03:39
Linux - Start Kafka in KRaft mode
03:22
Windows WSL2 - Start Kafka in KRaft mode
03:20

CLI (Command Line Interface) 101

9 lectures
CLI Introduction
03:02
WINDOWS WARNING: PLEASE READ
00:18
Kafka Topics CLI
10:26
Kafka Console Producer CLI
07:32
Kafka Console Consumer CLI
07:13
Kafka Consumers in Group
06:19
Kafka Consumer Groups CLI
05:27
Resetting Offsets
03:47
Quiz on CLI
7 questions

Kafka UI - Conduktor Demo

1 lectures
Conduktor - Demo
06:32

Kafka Java Programming 101

13 lectures
Kafka SDK List
01:14
Creating Kafka Project
08:37
Java Producer
12:04
Java Producer Callbacks
10:09
Java Producer with Keys
04:56
Java Consumer
12:15
Java Consumer - Graceful Shutdown
06:49
Java Consumer inside Consumer Group
04:50
Java Consumer Incremental Cooperative Rebalance & Static Group Membership
07:13
Java Consumer Incremental Cooperative Rebalance - Practice
03:56
Java Consumer Auto Offset Commit Behavior
03:01
Programming - Advanced Tutorials
01:36
Quiz on Java Programming 101
6 questions

===== Kafka Real World Project =====

2 lectures
Real World Project Overview
01:58
Real World Exercise - Solution
00:14

Kafka Wikimedia Producer & Advanced Producer Configurations

16 lectures
IMPORTANT: Start Local Kafka with Conduktor using Docker
03:07
Wikimedia Producer Project Setup
06:25
Wikimedia Producer Implementation
11:54
Wikimedia Producer Run
02:40
Wikimedia Producer - Producer Config Intros
00:45
Producer Acknowledgements Deep Dive
08:48
Producer Retries
03:03
Idempotent Producer
02:52
Safe Kafka Producer Settings
01:59
Wikimedia Producer Safe Producer Implementation
04:03
Kafka Message Compression
04:47
linger.ms and batch.size Producer settings
03:23
Wikimedia Producer High Throughput Implementation
03:16
Producer Default Partitioner & Sticky Partitioner
04:18
[Advanced] max.block.ms and buffer.memory
02:39
Quiz on Producer Configurations
6 questions

OpenSearch Consumer & Advanced Consumer Configurations

17 lectures
OpenSearch Consumer - Project Overview
00:52
OpenSearch Consumer - Project Setup
03:32
Setting up OpenSearch on Docker
02:38
Setting up OpenSearch on the Cloud
01:57
OpenSearch 101
04:26
OpenSearch Consumer Implementation - Part 1
07:26
OpenSearch Consumer Implementation Part 2
09:34
Consumer Delivery Semantics
03:16
OpenSearch Consumer Implementation Part 3 - Idempotence
05:29
Consumer Offsets Commit Strategies
04:38
OpenSearch Consumer Implementation Part 4 - Delivery Semantics
04:52
OpenSearch Consumer Implementation Part 5 - Batching Data
04:20
Consumer Offset Reset Behavior
02:06
OpenSearch Consumer Implementation Part 6 - Replaying Data
02:57
Consumer Internal Threads
05:00
Consumer Replica Fetching - Rack Awareness
02:50
Quiz on Consumer Configurations
6 questions

Kafka Extended APIs for Developers

10 lectures
Kafka Extended APIs - Overview
01:23
Kafka Connect Introduction
02:32
Kafka Connect Hands On: Warning
00:16
Kafka Connect Wikimedia & ElasticSearch Hands On
10:50
Kafka Streams Introduction
01:52
Kafka Streams Hands-On
04:25
Kafka Schema Registry Introduction
04:28
Kafka Schema Registry Hands On
06:54
Which Kafka API should I use?
01:27
Quiz on Kafka Extended APIs
5 questions

Real World Insights and Case Studies (Big Data / Fast Data)

8 lectures
Choosing Partition Count & Replication Factor
05:21
Kafka Topics Naming Convention
01:31
Case Study - MovieFlix
05:10
Case Study - GetTaxi
04:18
Case Study - MySocialMedia
05:32
Case Study - MyBank
03:41
Case Study - Big Data Ingestion
01:36
Case Study - Logging and Metrics Aggregation
01:08

Kafka in the Enterprise for Admins

5 lectures
Kafka Cluster Setup High Level Architecture Overview
02:54
Kafka Monitoring & Operations
02:39
Kafka Security
05:51
Kafka Multi Cluster & MirrorMaker
04:20
Advertised Listeners: Kafka Client & Server Communication Protocol
03:56

===== Advanced Kafka =====

1 lectures
Advanced Kafka
00:14

Advanced Topics Configurations

8 lectures
Changing a Topic Configuration
04:35
Segment and Indexes
04:04
Log Cleanup Policies
02:53
Log Cleanup Delete
02:27
Log Compaction Theory
04:52
Log Compaction Practice
04:49
Unclean Leader Election
01:43
Large Messages in Kafka
02:49

===== Next Steps =====

3 lectures
What's Next?
01:26
THANK YOU!
01:32
Bonus Lecture
00:58

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