Apache Kafka Certification Training Course Online by Edureka

Name: Apache Kafka Certification Training Course
Item: Apache Kafka Certification Training Course
Rating: 5
Author: Janardhan Singamaneni

Introduction to Big Data and Apache Kafka

Goal: In this module, you will understand where Kafka fits in the Big Data space, and Kafka Architecture. In addition, you will learn about Kafka Cluster, its Components, and how to Configure a Cluster

Skills:

Kafka Concepts
Kafka Installation
Configuring Kafka Cluster

Objectives: At the end of this module, you should be able to:

Explain what is Big Data
Understand why Big Data Analytics is important
Describe the need of Kafka
Know the role of each Kafka Components
Understand the role of ZooKeeper
Install ZooKeeper and Kafka
Classify different type of Kafka Clusters
Work with Single Node-Single Broker Cluster

Topics:

Introduction to Big Data
Big Data Analytics
Need for Kafka
What is Kafka?
Kafka Features
Kafka Concepts
Kafka Architecture
Kafka Components
ZooKeeper
Where is Kafka Used?
Kafka Installation
Kafka Cluster
Types of Kafka Clusters
Configuring Single Node Single Broker Cluster

Hands on:

Kafka Installation
Implementing Single Node-Single Broker Cluster

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Kafka Producer

Goal: Kafka Producers send records to topics. The records are sometimes referred to as Messages. In this Module, you will work with different Kafka Producer APIs.

Skills:

Configure Kafka Producer
Constructing Kafka Producer
Kafka Producer APIs
Handling Partitions

Objectives:

At the end of this module, you should be able to:

Construct a Kafka Producer
Send messages to Kafka
Send messages Synchronously & Asynchronously
Configure Producers
Serialize Using Apache Avro
Create & handle Partitions

Topics:

Configuring Single Node Multi Broker Cluster
Constructing a Kafka Producer
Sending a Message to Kafka
Producing Keyed and Non-Keyed Messages
Sending a Message Synchronously & Asynchronously
Configuring Producers
Serializers
Serializing Using Apache Avro
Partitions

Hands On:

Working with Single Node Multi Broker Cluster
Creating a Kafka Producer
Configuring a Kafka Producer
Sending a Message Synchronously & Asynchronously

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Kafka Consumer

Goal: Applications that need to read data from Kafka use a Kafka Consumer to subscribe to Kafka topics and receive messages from these topics. In this module, you will learn to construct Kafka Consumer, process messages from Kafka with Consumer, run Kafka Consumer and subscribe to Topics

Skills:

Configure Kafka Consumer
Kafka Consumer API
Constructing Kafka Consumer

Objectives: At the end of this module, you should be able to:

Perform Operations on Kafka
Define Kafka Consumer and Consumer Groups
Explain how Partition Rebalance occurs
Describe how Partitions are assigned to Kafka Broker
Configure Kafka Consumer
Create a Kafka consumer and subscribe to Topics
Describe & implement different Types of Commit
Deserialize the received messages

Topics:

Consumers and Consumer Groups
Standalone Consumer
Consumer Groups and Partition Rebalance
Creating a Kafka Consumer
Subscribing to Topics
The Poll Loop
Configuring Consumers
Commits and Offsets
Rebalance Listeners
Consuming Records with Specific Offsets
Deserializers

Hands-On:

Creating a Kafka Consumer
Configuring a Kafka Consumer
Working with Offsets

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Kafka Internals

Goal: Apache Kafka provides a unified, high-throughput, low-latency platform for handling real-time data feeds. Learn more about tuning Kafka to meet your high-performance needs.

Skills:

Kafka APIs
Kafka Storage
Configure Broker

Objectives:

At the end of this module, you should be able to:

Understand Kafka Internals
Explain how Replication works in Kafka
Differentiate between In-sync and Out-off-sync Replicas
Understand the Partition Allocation
Classify and Describe Requests in Kafka
Configure Broker, Producer, and Consumer for a Reliable System
Validate System Reliabilities
Configure Kafka for Performance Tuning

Topics:

Cluster Membership
The Controller
Replication
Request Processing
Physical Storage
Reliability
Broker Configuration
Using Producers in a Reliable System
Using Consumers in a Reliable System
Validating System Reliability
Performance Tuning in Kafka

Hands On:

Create topic with partition & replication factor 3 and execute it on multi-broker cluster
Show fault tolerance by shutting down 1 Broker and serving its partition from another broker

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Kafka Cluster Architectures & Administering Kafka

Goal: Kafka Cluster typically consists of multiple brokers to maintain load balance. ZooKeeper is used for managing and coordinating Kafka broker. Learn about Kafka Multi-Cluster Architectures, Kafka Brokers, Topic, Partitions, Consumer Group, Mirroring, and ZooKeeper Coordination in this module.

Skills:

Administer Kafka

Objectives:

At the end of this module, you should be able to

Understand Use Cases of Cross-Cluster Mirroring
Learn Multi-cluster Architectures
Explain Apache Kafka’s MirrorMaker
Perform Topic Operations
Understand Consumer Groups
Describe Dynamic Configuration Changes
Learn Partition Management
Understand Consuming and Producing
Explain Unsafe Operations

Topics:

Use Cases - Cross-Cluster Mirroring
Multi-Cluster Architectures
Apache Kafka’s MirrorMaker
Other Cross-Cluster Mirroring Solutions
Topic Operations
Consumer Groups
Dynamic Configuration Changes
Partition Management
Consuming and Producing
Unsafe Operations

Hands on:

Topic Operations
Consumer Group Operations
Partition Operations
Consumer and Producer Operations

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Kafka Monitoring and Kafka Connect

Goal: Learn about the Kafka Connect API and Kafka Monitoring. Kafka Connect is a scalable tool for reliably streaming data between Apache Kafka and other systems.

Skills:

Kafka Connect
Metrics Concepts
Monitoring Kafka

Objectives: At the end of this module, you should be able to:

Explain the Metrics of Kafka Monitoring
Understand Kafka Connect
Build Data pipelines using Kafka Connect
Understand when to use Kafka Connect vs Producer/Consumer API
Perform File source and sink using Kafka Connect

Topics:
Considerations When Building Data Pipelines
Metric Basics
Kafka Broker Metrics
Client Monitoring
Lag Monitoring
End-to-End Monitoring
Kafka Connect
When to Use Kafka Connect?
Kafka Connect Properties

Hands on:

Kafka Connect

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Kafka Stream Processing

Goal: Learn about the Kafka Streams API in this module. Kafka Streams is a client library for building mission-critical real-time applications and microservices, where the input and/or output data is stored in Kafka Clusters.

Skills:

Stream Processing using Kafka

Objectives:

At the end of this module, you should be able to,
Describe What is Stream Processing
Learn Different types of Programming Paradigm
Describe Stream Processing Design Patterns
Explain Kafka Streams & Kafka Streams API

Topics:

Stream Processing
Stream-Processing Concepts
Stream-Processing Design Patterns
Kafka Streams by Example
Kafka Streams: Architecture Overview

Hands on:

Kafka Streams
Word Count Stream Processing

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Integration of Kafka With Hadoop, Storm and Spark

Goal: In this module, you will learn about Apache Hadoop, Hadoop Architecture, Apache Storm, Storm Configuration, and Spark Ecosystem. In addition, you will configure Spark Cluster, Integrate Kafka with Hadoop, Storm, and Spark.

Skills:

Kafka Integration with Hadoop
Kafka Integration with Storm
Kafka Integration with Spark

Objectives:

At the end of this module, you will be able to:

Understand What is Hadoop
Explain Hadoop 2.x Core Components
Integrate Kafka with Hadoop
Understand What is Apache Storm
Explain Storm Components
Integrate Kafka with Storm
Understand What is Spark
Describe RDDs
Explain Spark Components
Integrate Kafka with Spark

Topics:

Apache Hadoop Basics
Hadoop Configuration
Kafka Integration with Hadoop
Apache Storm Basics
Configuration of Storm
Integration of Kafka with Storm
Apache Spark Basics
Spark Configuration
Kafka Integration with Spark

Hands On:

Kafka integration with Hadoop
Kafka integration with Storm
Kafka integration with Spark

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Integration of Kafka With Talend and Cassandra

Goal: Learn how to integrate Kafka with Flume, Cassandra and Talend.

Skills:

Kafka Integration with Flume
Kafka Integration with Cassandra
Kafka Integration with Talend

Objectives:

At the end of this module, you should be able to,

Understand Flume
Explain Flume Architecture and its Components
Setup a Flume Agent
Integrate Kafka with Flume
Understand Cassandra
Learn Cassandra Database Elements
Create a Keyspace in Cassandra
Integrate Kafka with Cassandra
Understand Talend
Create Talend Jobs
Integrate Kafka with Talend

Topics:

Flume Basics
Integration of Kafka with Flume
Cassandra Basics such as and KeySpace and Table Creation
Integration of Kafka with Cassandra
Talend Basics
Integration of Kafka with Talend

Hands On:

Kafka demo with Flume
Kafka demo with Cassandra
Kafka demo with Talend

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Kafka In-Class Project

Goal: In this module, you will work on a project, which will be gathering messages from multiple

sources.

Scenario:

In E-commerce industry, you must have seen how catalog changes frequently. Most deadly problem they face is “How to make their inventory and price

consistent?”.

There are various places where price reflects on Amazon, Flipkart or Snapdeal. If you will visit Search page, Product Description page or any ads on Facebook/google. You will find there are some mismatch in price and availability. If we see user point of view that’s very disappointing because he spends more time to find better products and at last if he doesn’t purchase just because of consistency.

Here you have to build a system which should be consistent in nature. For example, if you are getting product feeds either through flat file or any event

stream you have to make sure you don’t lose any events related to product specially inventory and price.

If we talk about price and availability it should always be consistent because there might be possibility that the product is sold or the seller doesn’t want to sell it anymore or any other reason. However, attributes like Name, description doesn’t make that much noise if not updated on time.

Problem Statement

You have given set of sample products. You have to consume and push products to Cassandra/MySQL once we get products in the consumer. You have to save below-mentioned fields in Cassandra.

1. PogId

2. Supc

3. Brand

4. Description

5. Size

6. Category

7. Sub Category

8. Country

9. Seller Code

In MySQL, you have to store

1. PogId

2. Supc

3. Price

4. Quantity

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Certification Project

This Project enables you to gain Hands-On experience on the concepts that you have learned as part of this Course.

You can email the solution to our Support team within 2 weeks from the Course Completion Date. Edureka will evaluate the solution and award a Certificate with a Performance-based Grading.

Problem Statement:

You are working for a website techreview.com that provides reviews for different technologies. The company has decided to include a new feature in the website which will allow users to compare the popularity or trend of multiple technologies based on twitter feeds. They want this comparison to happen in real time. So, as a big data developer of the company, you have been task to implement following things:

• Near Real Time Streaming of the data from Twitter for displaying last minute's count of people tweeting about a particular technology.

• Store the twitter count data into Cassandra.

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View course curriculum

What is the Apache Kafka Certification Course?

The Apache Kafka Certification Training is designed to provide you with the knowledge and skills needed to become a successful Kafka Big Data Developer. This training covers various concepts, including Kafka architecture, configuring Kafka clusters, working with Kafka APIs, performance tuning, and integrating Kafka with other big data tools. By completing this course, you will gain expertise in Apache Kafka.

What are the prerequisites for this Kafka Online Training?

A fundamental knowledge of Java concepts is mandatory. Edureka provides a complimentary course on "Java Essentials" to all participants who enroll in the Apache Kafka Certification Training.

What are the objectives of this Apache Kafka Online Training?

After completing the Real-time Analytics with Apache Kafka course at Edureka, you should be able to:

Understand Kafka and its various components
Set up and configure Kafka cluster
Describe the basic and advanced features involved in designing and developing a high throughput messaging system
Use Kafka to produce and consume messages from various sources including real time streaming sources like Twitter
Work with various Kafka APIs such as Kafka Producer, Consumer and Connect API
Understand Kafka Stream APIs
Integrate Kafka with real time streaming systems like Spark & Storm
Work on a real-life project, ‘Implementing Twitter Streaming with Kafka, Flume, Hadoop & Storm

Why learn the Apache Kafka course?

Kafka training helps you gain expertise in Kafka Architecture, Installation, Configuration, Performance Tuning, Kafka Client APIs like Producer, Consumer, and Stream APIs, Kafka Administration, Kafka Connect API, and Kafka Integration with Hadoop, Storm, and Spark using the Twitter Streaming use case.

Who should take up this Kafka Online Course?

This course is designed for professionals who want to learn Kafka techniques and apply them to Big Data. It is highly recommended for:

Freshers looking for a career change
Developers who want to accelerate their careers as "Kafka Big Data Developers"
Testing Professionals currently involved in queuing and messaging systems
Big Data Architects who want to incorporate Kafka into their ecosystem
Project Managers working on projects related to messaging systems
Admins who want to accelerate their careers as "Apache Kafka Administrators"

Why take up the Online Apache Kafka Certification Course?

As technology evolves, learning techniques are also advancing. Flexibility and quality are two important pillars of online training. The major benefits of online Kafka training over offline training are:

Latest Course Curriculum: The course curriculum is frequently updated to meet changing industry demands and software updates.
Quality Instructors: You can connect and learn every nuance of the technology from experts around the world.
Learner's Platform: You can connect with various learners across the globe and share your learning and ideas with them.
Real-life Projects and Case Studies: You will master the technology with the help of real-world projects and case studies.

What are the basic skills required to become a Kafka developer?

To master Apache Kafka, you need to learn all the concepts related to Apache Kafka, such as Kafka Architecture, Kafka Producer & Consumer, Configuring Kafka Cluster, Kafka Monitoring, Kafka Connect & Kafka Streams. Knowledge of Kafka integration with other Big Data tools such as Hadoop, Flume, Talend, Cassandra, Storm, and Spark will be a plus point.

What are the system requirements for this best Kafka course?

Minimum required RAM: 8 GB (Recommended: 16 GB)
Minimum required Free Disk Space: 50 GB
Minimum required Processor: Core i3 or above
64-bit Operating System
Participant's machines must support a 64-bit VirtualBox guest image.

How will I execute the practicals in this Apache Kafka Certification Training Course?

You will execute all the practicals using Edureka's Virtual Machine. Detailed installation guides are provided in the LMS (Learning Management System) to help you set up the environment. If you have any doubts, our 24/7 support team will promptly assist you. Edureka's Virtual Machine can be installed on both Mac and Windows machines.

Which case studies will be a part of this Kafka certification course?

Case Study 1:

As an SEO specialist in a company, you receive an email from management requesting the top trending keywords. You need to write a topology that can consume keywords from Kafka. You are provided with a file containing various search keywords across multiple verticals.

Case Study 2:

You are tasked with building a system that maintains consistency. For example, when receiving product feeds through a flat file or any event stream, you need to ensure that no events related to products, especially inventory and price, are lost. Price and availability should always be consistent, considering possibilities such as product being sold or the seller no longer wanting to sell it. However, attributes like name and description are not as critical if not updated in real time.

Case Study 3:

John wants to create an e-commerce portal similar to Amazon, Flipkart, or Paytm. He will ask sellers and local brands to upload their products on the portal so that buyers can visit the portal online and make purchases. Since John lacks knowledge in building such a system, he has hired you to develop a reliable and scalable solution where buyers and sellers can easily update their products.

View course curriculum

What are the system requirements for this best Kafka course?

Minimum RAM required: 4GB (Suggested: 8GB)
Minimum Free Disk Space: 25GB
Minimum Processor i3 or above
Operating System of 64bit
Participant’s machines must support a 64-bit VirtualBox guest image.

How will I execute the practicals?

We will help you to setup Edureka's Virtual Machine in your System with local access. The detailed installation guides are provided in the LMS for setting up the environment. For any doubt, the 24*7 support team will promptly assist you. Edureka Virtual Machine can be installed on Mac or Windows machine.

Which case studies will be a part of the course?

Case Study 1:

Stock Profit Ltd, India’s first discount broker, offers zero brokerage & unlimited online share trading in Equity Cash. Design a system to capture real-time stocks data from source (i.e. Yahoo.com) and calculate the profit and loss for customers who are subscribed to the tool. Finally, store the result in HDFS.

Case Study 2:

You are a SEO specialist in a company. You get an email from management wherein the requirement is to get Top Trending Keywords. You have to write the topology which can consume keywords from Kafka. You have given a file containing various search keywords across multiple verticals.

Case Study 3:

You have to build a system which should be consistent in nature. For example, if you are getting product feeds either through flat file or any event stream you have to make sure you don’t lose any events related to product specially inventory and price.

If we talk about price and availability it should always be consistent because there might be possibility that product is sold or seller doesn’t want to sell it anymore or any other reason. However, attributes like Name, description doesn’t make that much noise if not updated on time.

Case Study 4:

John wants to build an e-commerce portal like Amazon, Flipkart or Paytm. He will ask sellers/local brands to upload all their products on the portal so that users/buyers can visit portal online and purchase. John doesn’t have much knowledge about the system and he hired you to build a reliable and scalable solution for him where buyers and sellers can easily update their products.

What if I miss a class of the Kafka online course?

You will never miss a lecture at Edureka! You have two options:

View the recorded session of the class available in your LMS.
Attend the missed session in any other live batch.

Will I get placement assistance after completing the Kafka developer certification course?

To assist you in your job search, we have included a resume builder tool in your LMS. With this tool, you can easily create a winning resume in just three easy steps. You will have unlimited access to use these templates for different roles and designations.

Simply log in to your LMS and click on the "create your resume" option.

Can I attend a demo session before enrolling?

To maintain quality standards, we have a limited number of participants in a live session. Therefore, unfortunately, participation in a live class without enrollment is not possible. However, you can go through the sample class recording, which will give you a clear insight into how classes are conducted, the quality of instructors, and the level of interaction in the class.

Who are the instructors?

All the instructors at Edureka are industry practitioners with a minimum of 10-12 years of relevant IT experience. They are subject matter experts who have been trained by Edureka to provide an excellent learning experience to the participants.

What if I have more queries?

Just give us a CALL at +91 98702 76459 / 1844 230 6365 (US Toll-free Number), or email us at sales@edureka.co. We will be happy to assist you.

Why learn Apache Kafka?

Apache Kafka is one of the most popular publish-subscribe messaging systems used to build real-time streaming data pipelines that are robust, reliable, fault-tolerant, and distributed across a cluster of nodes. Kafka supports a variety of use cases, including website activity tracking, messaging, log aggregation, commit log, and stream processing. These are reasons why many industry giants such as Airbnb, PayPal, Oracle, Netflix, Mozilla, Uber, Cisco, Coursera, Spotify, Twitter, and Tumblr are actively seeking professionals with Kafka skills. Getting Kafka certified will help you land your dream job.

What is the best way to learn Apache Kafka?

Edureka's Apache Kafka Certification Course is curated by industry experts and provides in-depth knowledge of Kafka Producer & Consumer, Kafka Internals, Kafka Cluster Architecture, Kafka Administration, Kafka Connect, and Kafka Streams. Throughout this online instructor-led Kafka Training, you will work on real-world Kafka use cases in finance, marketing, e-commerce domains, and more.

What is the career progression and opportunities in Apache Kafka?

Technology giants and MNCs such as Airbnb, PayPal, Oracle, Netflix, Mozilla, Uber, Cisco, Coursera, Spotify, Twitter, and Tumblr are actively seeking Kafka certified professionals. Additionally, SMEs are also utilizing Apache Kafka to build real-time streaming data pipelines. This will lead to exponential growth in the number of Kafka jobs available in the market.

What free learning resources does Edureka offer for Apache Kafka?

If you are looking for free resources to learn Apache Kafka, you can read our Kafka tutorial blog, Interview questions, and watch beginner videos for free.

What skills are needed to master and become a Kafka certified developer?

To master Apache Kafka, you need to learn all the concepts related to it, including Kafka Architecture, Kafka Producer & Consumer, Configuring Kafka Cluster, Kafka Monitoring, Kafka Connect, and Kafka Streams. Knowledge of Kafka integration with other Big Data tools such as Hadoop, Flume, Talend, Cassandra, Storm, and Spark will be a plus point.

What is the future scope of Apache Kafka?

With the growth of Big Data and the advent of Microservices, the adoption of Apache Kafka is increasing exponentially. However, there is a huge lack of professionals with Kafka skills. If you are planning to make a career in the Big Data domain, now is the right time to get Kafka certified. Get certified and get ahead.

How much does Apache Kafka certification cost?

The Apache Kafka Certification exam costs $349.

How can a beginner learn Apache Kafka?

Edureka's Apache Kafka Certification Training is designed to cater to both beginners and experts. You can leverage the instructor's knowledge, as they will be available throughout the training to help you understand each concept thoroughly. Additionally, we have a 24x7 online support team to resolve all your technical queries.

Why take an online Kafka Certification course? How is it better than an offline course?

As technology evolves, learning techniques are also improving. Flexibility and quality are the two important pillars of online training. The major benefits of online Kafka Training over offline training are:

Latest Course Curriculum: The course curriculum is frequently updated to meet changing industry demands and software updates.
Quality Instructors: You can connect and learn every nuance of the technology from experts around the world.
Learner's Platform: You can connect with various learners across the globe and share your learning and ideas with them.
Real-life Projects and Case Studies: You will master the technology with the help of real-world projects and case studies.

What is the average salary for a certified Kafka developer?

There are plenty of job opportunities for Apache Kafka professionals, as it is adopted by both SMEs and big industry giants. The average salary of a Software Engineer with Kafka skills is $110,209, while a Senior Software Engineer and a Lead Software Engineer can expect average salaries of $131,151 and $134,369, respectively.

View course curriculum

Testimonial Reviews

Shivadeep

I had signed up for Kafka's deep-skilling program and was greatly impressed by Edureka's uncompromis ... Read More

Janardhan SingamaneniPrincipal Data Engineer at Staples

I took kafka and datascience classes with EDUREKA and its overall nice. After thorough scanning of a ... Read More

Baskar Raj

Python & Kafka was excellent by Gyanender Verma. All the concepts was covered with no compromise. In ... Read More

Zakir KhanSenior Associate, Syntel, Thane, Maharashtra, India

The unique combination of Online Classes with 24*7 On-Demand Support and class recordings/ppt/docs e ... Read More

AalapIntegrations, Developer Support, Engineering

Clean, simple and a fantastic learning resource. The courses are a great resource for personal devel ... Read More

Rahul KushwahDevops Software Developer and AWS Certified Solutions Architect

Edureka is BEST in provide e-learning courses for all software programs including latest technologie ... Read More

Video Reviews

Our learner Balasubramaniam shares his Edureka learning experience and how our training helped him stay updated with evolving technologies.

Sriram speaks about his learning experience with Edureka and how our Hadoop training helped him execute his Big Data project efficiently.

Vinayak shares his Edureka learning experience and how our Big Data training helped him achieve his dream career path.

Apache Kafka Certification Training Course

Why should you take Apache Kafka certification training?

Apache Kafka Course Curriculum

Introduction to Big Data and Apache Kafka

Kafka Producer

Kafka Consumer

Kafka Internals

Kafka Cluster Architectures & Administering Kafka

Kafka Monitoring and Kafka Connect

Kafka Stream Processing

Integration of Kafka With Hadoop, Storm and Spark

Integration of Kafka With Talend and Cassandra

Kafka In-Class Project

Certification Project

Kafka Certification Course Description

What is the Apache Kafka Certification Course?

What are the prerequisites for this Kafka Online Training?

What are the objectives of this Apache Kafka Online Training?

Why learn the Apache Kafka course?

Who should take up this Kafka Online Course?

Why take up the Online Apache Kafka Certification Course?

What are the basic skills required to become a Kafka developer?

What are the system requirements for this best Kafka course?

How will I execute the practicals in this Apache Kafka Certification Training Course?

Which case studies will be a part of this Kafka certification course?

Testimonial Reviews

Video Reviews

Apache Kafka Certification Project

What are the system requirements for this best Kafka course?

How will I execute the practicals?

Which case studies will be a part of the course?

Apache Kafka Certification FAQs

What if I miss a class of the Kafka online course?

Will I get placement assistance after completing the Kafka developer certification course?

Can I attend a demo session before enrolling?

Who are the instructors?

What if I have more queries?

Why learn Apache Kafka?

What is the best way to learn Apache Kafka?

What is the career progression and opportunities in Apache Kafka?

What free learning resources does Edureka offer for Apache Kafka?

What skills are needed to master and become a Kafka certified developer?

What is the future scope of Apache Kafka?

How much does Apache Kafka certification cost?

How can a beginner learn Apache Kafka?

Why take an online Kafka Certification course? How is it better than an offline course?

What is the average salary for a certified Kafka developer?

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