KAFKA-DEV - Kafka Developer Training Course

Overview

Duration: 5 days

Apache Kafka Certification Training helps you in learning the concepts about Kafka Architecture, Configuring Kafka Cluster, Kafka Producer, Kafka Consumer, Kafka Monitoring.

Apache Kafka Certification Training is designed to provide insights into Integration of Kafka with Hadoop and Spark, understand Kafka Stream APIs, implement Twitter Streaming with Kafka, Cassandra through real life cases studies

Objectives

1. Traits

Traits in Scala
Mixing traits into Objects
Layered Traits
Traits for Rich Interfaces
Scala class hierarchy

2. Functions & Procedures

Local functions
First class functions
Partially applied functions
Currying
Default & Named Arguments
Varargs
Procedures
Closures

3. Classes in Scala

Simple Classes and Parameter less Methods
Access modifiers and rules
Type parameters
Object-Private Fields
Auxiliary Constructors
The Primary Constructor
Nested Classes

4. Higher Order functions in Collections
5. Anonymous Functions (aka Function Literals)
6. Pattern Matching in Depth

Using the match keyword to return a value
Using case classes for pattern matching
Adding pattern guards to match conditions
Partially specifying matches with wildcards
Deep matching using case constructors
Matching against collections of items

7. Using extractors instead of case classes
8. Exception Handling

Content

Phase 1: Understanding Big Data and Kafka (Day1)

What is Big Data & Dimensions of Big Data
Big Data in Advertising, Banking, Telecom, eCommerce, Healthcare, Defense
Input options of Big Data
Associated Challenges
Introduction to Kafka
Why Kafka
Kafka Use Cases
Introduction to Zookeeper
Zookeeper: Distributed Applications and Challenges
Zookeeper: Handling Partial Failures
Zookeeper: Leader Election
Aggregating User Activity Using Kafka
Zookeeper for Kafka
Kafka Architecture
What is Kafka Data Model?
What is a topic
What is a partition and Partition Distribution
What is a producer
What is a consumer

Phase 2: Kafka Deep Dive (Day 2 and 3)

Zookeeper Architecture
Zookeeper watcher
Kafka broker tuning parameters
Kafka Mirror Maker
Kafka Brokers
Kafka Replication
Persistence and Offsets
The Kafka broker property list
Customer Key and Value Serializer
Replication and Partition management in Kafka
Writing Producers-- The Scala producer API
Creating a Scala producer with custom partitioning and Serializers The Kafka producer property list
Writing Consumers Kafka consumer APIs
Simple Scala consumers Reading messages from a topic and printing them
Publish-Subscribe System
Configuring Producers with Scala
Security options in Kafka

Phase 3: Understanding Scala Programming (Day 4 and 5)

Introduction to Functional Programming
Introduction to Scala
Scala Fundamentals
Functions & Procedures
Collections

                - Sets
                - Maps
                - Lists
                - Tuples
                - Arrays

Higher Order Functions on Collections
Objects in Scala oSingletons

                - Companion Objects
                - Objects Extending a Class or Trait
                - Application Objects

Inheritance

                - Extending a Class
                - Method Overriding
                - Protected Fields and Methods
                - Overriding
                - Anonymous Subclasses
                - Abstract Classes
                - Abstract Fields
                - Inheritance Hierarchy
                - Object Equality
                - Value Classes

Audience

Hadoop Developers
Data Engineers
Integration Engineers
Architects
Data Steward

Prerequisites

Software Development
Unix and Hadoop

Certification

Trainocate Certificate of Attendance

Schedule

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