Monitoring, Streams, and Connectors

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Monitoring, Streams, and Connectors

This course is part of Apache Kafka Specialization

Instructor: LearnKartS

Included with Coursera Plus

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2 modules

Gain insight into a topic and learn the fundamentals.

Intermediate level

Recommended experience

4 hours to complete

3 weeks at 1 hour a week

Flexible schedule

Learn at your own pace

2 modules

Gain insight into a topic and learn the fundamentals.

Intermediate level

Recommended experience

4 hours to complete

3 weeks at 1 hour a week

Flexible schedule

Learn at your own pace

What you'll learn

Monitor metrics for Kafka brokers, producers, and consumers.
Manage quotas and monitor consumer lag effectively.
Gain insight into Kafka Streams including tasks, threading models, and local state stores.
Perform operations involving K-Streams and K-Tables, leveraging their functionalities.

Skills you'll gain

Details to know

Shareable certificate

Add to your LinkedIn profile

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Build your subject-matter expertise

This course is part of the Apache Kafka Specialization

When you enroll in this course, you'll also be enrolled in this Specialization.

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Gain a foundational understanding of a subject or tool
Develop job-relevant skills with hands-on projects
Earn a shareable career certificate

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There are 2 modules in this course

Welcome to the Monitoring, Streams, and Connectors course!

The course is designed to equip participants with advanced skills and knowledge in the critical areas of monitoring, data streams, and connectors within modern IT environments. Monitoring and managing data flows, streams, and connectors are essential for maintaining system health, optimizing performance, and ensuring seamless data integration across platforms. This course requires a solid understanding of the architecture and components of Kafka and Java/Scala programming. By the end of the course, you will be able to: - Monitor Kafka broker, producer, and consumer metrics. - Manage quotas and monitor consumer lag. - Understand Kafka Streams' tasks, threading models, and local state stores. - Perform K-Stream and K-Table operations. - Utilize the HTTP REST Interface for Kafka Connect management. This course contains engaging videos, demos, readings, and assessments to ensure a comprehensive understanding of Apache Kafka.

This module covers the fundamentals of Kafka monitoring and Kafka schema registry. At the end of this, learners will be able to set up monitoring solutions for Kafka clusters and track component health efficiently.

What's included

16 videos1 reading7 assignments1 discussion prompt

16 videosTotal 71 minutes

Monitoring and Its Importance1 minutePreview module
Server or Infrastructure Monitoring and Application Monitor2 minutes
Kafka Monitoring 3 minutes
Kafka Broker Metrics - Under Replicated Partitions6 minutes
Kafka Broker Metrics - Others8 minutes
Topic and Partition Specific Metrics1 minute
Logging and Client Monitoring2 minutes
Producer and Consumer Metrics6 minutes
Quotas and Lag Monitoring5 minutes
Monitoring Dashboard4 minutes
Kafka Schema Registry6 minutes
Kafka Component and Architecture3 minutes
Kafka Schema Registry - Internal working and Use Cases3 minutes
Kafka Schema Registry Working4 minutes
DEMO: Setting up an Open-Source Health Monitor6 minutes
DEMO: Using Kafka Schema Registry with Kafka3 minutes

1 readingTotal 2 minutes

Introduction and Syllabus2 minutes

7 assignmentsTotal 36 minutes

Kafka Monitoring and Schema Registry12 minutes
Kafka Monitoring Essentials4 minutes
Logging & Monitoring4 minutes
Optimizing Kafka Performance4 minutes
Dashboards4 minutes
Kafka Schema Registry Analysis4 minutes
Schema Registry Setup4 minutes

1 discussion promptTotal 5 minutes

Working with Kafka Monitoring and Schema Registry5 minutes

In this module, learners will explore Kafka Stream architecture, DSL, operations, and processor topology, as well as Kafka Connectors configuration and deployment. By the end of this module, learners will be able to build streaming data pipelines with Kafka Streams and integrate data seamlessly using Kafka Connectors.

What's included

22 videos1 reading5 assignments1 discussion prompt

22 videosTotal 101 minutes

Kafka Stream Overview3 minutesPreview module
Introduction to Kafka Streams4 minutes
Kafka Stream Architecture and Working3 minutes
Kafka Stream Components3 minutes
Tasks, Threading Model, and Local State Store4 minutes
Kafka Stream Architecture - Record Buffer2 minutes
Memory Management and Streaming Data Pipeline6 minutes
Kafka Stream DSL7 minutes
K-Stream Operations8 minutes
Introduction to K-Table4 minutes
Understanding K-Table Operations 3 minutes
Aggregation and Windowing5 minutes
Processor Topology and Stream Processor3 minutes
Stream and Processor APIs8 minutes
Processor APIs - Create Topology3 minutes
Introduction to Kafka Connectors6 minutes
Standalone and Sink Connector Configuration4 minutes
Running Kafka Connect3 minutes
Kafka Connector Distributed Mode3 minutes
Managing Kafka Connect with HTTP REST API2 minutes
DEMO: Kafka Connector2 minutes
DEMO: Create an Application Using Kafka Streams5 minutes

1 readingTotal 2 minutes

Course Synopsis2 minutes

5 assignmentsTotal 32 minutes

Working of Kafka Streams and Kafka Connectors12 minutes
Kafka Stream Analysis4 minutes
Kafka Stream Operations8 minutes
Kafka Connect Overview4 minutes
Kafka Streams4 minutes

1 discussion promptTotal 5 minutes

Kafka Streams and Kafka Connectors5 minutes

Instructor

LearnKartS

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Offered by

LearnKartS

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Frequently asked questions

This course focuses on the concepts and practical applications of monitoring systems, data streams, and connectors in the context of modern data architectures. It covers tools, techniques, and best practices for effective monitoring and integration of data streams using various connectors.

Yes, this course requires a solid understanding of the architecture and components of Kafka which is covered in the first course "Kafka Fundamentals" and the second course " Kafka Architecture and Internals" which belongs to the "Apache Kafka" specialization.

Yes, a course completion certificate is allocated upon completing all graded assignments and quizzes present in the Monitoring, Streams, and Connectors course.

Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option:

The course may not offer an audit option. You can try a Free Trial instead, or apply for Financial Aid.
The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.

When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.

Monitoring, Streams, and Connectors

What you'll learn

Skills you'll gain

Details to know

See how employees at top companies are mastering in-demand skills

Build your subject-matter expertise

Earn a career certificate

There are 2 modules in this course

Kafka Monitoring and Schema Registry

What's included

Kafka Streams and Kafka Connectors

What's included

Instructor

Offered by

Recommended if you're interested in Software Development

Perform basic data analysis tasks using Java streams

Kafka Fundamentals

Apache Kafka

Apache Kafka - An Introduction

Why people choose Coursera for their career

New to Software Development? Start here.

Open new doors with Coursera Plus

Advance your career with an online degree

Join over 3,400 global companies that choose Coursera for Business

Frequently asked questions

What is the course "Monitoring, Streams, and Connectors" about?

Do this course need any pre-requisites?

Is a certificate provided upon completion of the course?

More questions