Apache Kafka

Apache Kafka

course

Learn Apache Kafka Ecosystem, Core Concepts, Real World Producers / Consumers & Big Data Architecture

Duration : 6 months    Classes : 36     Days : Weekdays / Weekends

The Essential Data Streaming Platform Apache Kafka is the de-facto industry standard for building high-throughput, fault-tolerant, and real-time data streaming pipelines. It acts as the central nervous system for modern applications, reliably connecting producers and consumers across microservices, logging systems, and massive data architectures. Proficiency in Kafka is essential for any modern Data Engineer, Architect, or DevOps specialist working on systems requiring low-latency communication and guaranteed message delivery at scale. Our comprehensive training is your deep dive into Kafka's architecture, empowering you to design, deploy, and manage the high-speed data backbone driving today's most demanding applications.

Hands-On Mastery of Topics, Producers, and Consumers This intensive program provides hands-on expertise in Kafka's core components: Topics, Brokers, Producers, and Consumers. You will master the mechanisms for efficient message serialization, partitioning strategies for scalability, and replication factors for fault tolerance. Crucially, we cover the Kafka Connect API for integrating Kafka with external data sources and sinks (databases, file systems) and the Kafka Streams API for building complex stream processing applications. Through practical exercises, you will learn to configure, monitor, and optimize Kafka clusters to handle millions of events per second with high reliability.

Career Advancement in Streaming and Microservices Expertise in Apache Kafka is a highly valued skill that directly leads to specialized roles in Data Engineering, Microservices Architecture, and Real-Time Analytics. Every major tech company relies on Kafka to manage its operational and analytical data flow. By completing this training, you will be equipped to architect resilient, scalable messaging systems, ensuring data integrity and delivery guarantees. This mastery positions you to lead projects involving event-driven architectures, real-time metrics, and cloud-native data pipelines.

Target Audience:-
- Developers & DevOps Engineers
- Data Analysts & Data Engineers
- IT Professionals & System Administrators
- IoT and Telemetry Specialists
- Certification Seekers

Learning Outcomes:-
- Understand Kafka Architecture
- Implement Producers & Consumers
- Manage Topics & Offsets
- Utilize Kafka Connect
- Explore Kafka Streams (Introductory)
- Configure and Tune

Course Format:-
✔ The course shall be delivered through a combination of lectures, interactive discussions & case studies
✔ Participants are exposed to practical exercises and new-age projects, where they learn by doing
✔ Participants shall have access to online resources, including reading materials, videos & business simulations
✔ Students shall receive all the study material
✔ Guest speakers from the industry may be invited to share insights and experiences
✔ Regular assessments and quizzes will be conducted to reinforce learning
✔ This is a Classroom only training
Corporates: We understand your specific needs and goals. Contact us for customizations to this training

Trainers:-
✔ Equipped with multidisciplinary backgrounds
Experts from the field of Maths, Financial Markets, AIML, Data Science & Management
✔ Each with over 25+ years of International experience working in EU / US / Australia
✔ All our trainers are Highly Qualified and Certified, in their respective subject areas

Requirements:
- Basic knowledge of Big Data
- Basics of Java/Scala Programming
- Linux hands-on

....

NB: All our trainings are always tailored to adopt to the Individual's Pace and Learning Depth.

NB: As a stepping stone, providing foundational knowledge, Bridge Courses are conducted periodically, to help students transition between different levels by closing knowledge gaps. These classes can be attended ad hoc, and are 'complimentary' for our bonafide students.

Kindly fill the DownloadPDF Form for the Brouchre with latest curriculum and full Training details.
Or you may Book an Appointment to collect your Brouchre and complete your registration.

This syllabus provides a structured, module-by-module breakdown of this comprehensive training program focused on participants overall performance, retention, and engagement, covering foundational theory, implementation, best industry practices and advanced techniques in the subject.

Module 1: Introduction to Kafka & Event Streaming
✔ What is Apache Kafka and why use it
✔ Kafka vs traditional messaging systems
✔ Use cases: real-time analytics, log aggregation, microservices
✔ Kafka architecture: brokers, topics, partitions, producers, consumers
✔ Setting up Kafka and ZooKeeper locally or on cloud

Module 2: Kafka Core Concepts & Operations
✔ Topics, partitions, replication, and retention
✔ Producers and consumers: APIs and configurations
✔ Message delivery semantics: at-most-once, at-least-once, exactly-once
✔ Kafka CLI tools for topic management and monitoring

Module 3: Kafka Producer & Consumer APIs
✔ Writing producers: key/value messages, serialization
✔ Writing consumers: polling, offset management, consumer groups
✔ Configuring reliability and throughput
✔ Error handling and retries

Module 4: Kafka Streams & Real-Time Processing
✔ Introduction to Kafka Streams API
✔ Stateless vs stateful transformations
✔ Windowing, joins, and aggregations
✔ Interactive queries and local state stores

Module 5: Kafka Connect & Integrations
✔ Introduction to Kafka Connect framework
✔ Source and sink connectors: JDBC, S3, Elasticsearch, etc.
✔ Configuring connectors and managing offsets
✔ Custom connector development basics

Module 6: Security, Monitoring & Scaling
✔ Authentication: SSL, SASL, Kerberos
✔ Authorization with ACLs
✔ Monitoring with JMX, Prometheus, Grafana
✔ Scaling Kafka: partitioning strategy, replication, and cluster tuning

Module 7: Capstone Project & Certification Prep
✔ Building an end-to-end Kafka pipeline (e.g., log processing, real-time dashboard)
✔ Integrating Kafka with Spark, Flink, or Hadoop
✔ Best practices for production deployment
✔ Preparing for Confluent Kafka certification and interview readiness



NB:The curriculum is regularly subjected to updates, reflecting the latest industry trends & current technological advancements.

At Vyom Data Sciences, we aspire to provide the latest curriculum and most recent technology, as a standard component of all our trainings. Experts, with 25+ years of experience from USA, Europe and Australia, bring the best industry practices while designing and executing these trainings. All our trainers are Highly Qualified and Certified in their respective subject areas.

Kindly fill the DownloadPDF Form for the Brouchre with latest curriculum and full Training details.
Or you may Book an Appointment to collect your Brouchre.

Bhawana

Fabulous NLP + ML course

I have eleven plus years of experience taking training courses. I do not usually complete surveys.
Your instructor was excellent, the best I've experienced on a software subject, and I couldn't imagine him doing a better job of seamlessly walking students through a breadth of information for such complex subject like AI and ML. he did a fabulous job pacing everything and addressing student questions. I am very impressed.

Harish

Excellent ML course!

The course was well structured and easy to understand. Good pace of learning.
The institute believes to provide knowledge as well as guidance in detail to each & every student.
I completed my ML course from the institute. Their international exp does help a lot !
Thanks for the training sir.

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