8781  Reviews star_rate star_rate star_rate star_rate star_half
$2,685USD
Duration 3 days
Course Code FLINKCC2G
Available Formats Classroom

Overview

Course Description

This intensive, three-day course provides in-depth training on building end-to-end, real-time streaming pipelines using Flink SQL on Confluent Cloud. Participants transition from basic stream processing concepts to advanced streaming architecture, gaining practical experience in creating high-throughput, low-latency analytics pipelines.

Skills Gained

Course Objectives

During this hands-on course you will learn to:

  • Build real-time streaming pipelines using Flink SQL
  • Work with dynamic tables and understand stream-table duality
  • Master time windows, watermarks, and event-time processing
  • Perform windowed aggregations and analytics on live data streams
  • Join, enrich, and correlate data across multiple streaming sources
  • Detect complex event patterns in real-time
  • Extend Flink SQL capabilities with custom UDFs
  • Use advanced patterns such as Statement Sets, Snapshots, EOS, and State Management
  • Connect Flink SQL to external databases and AI/ML services

 

Hands-on Training

Throughout the course, hands-on exercises reinforce the topics being discussed. Exercises include:

  • Setting up Flink SQL on Confluent Cloud
  • Writing and managing Flink SQL queries
  • Creating dynamic tables and comparing change log modes
  • Implementing time windows and watermarks
  • Performing aggregations in a practical use case
  • Exploring joins (regular, interval, temporal, windowed)
  • Pattern matching to detect complex event sequences
  • Implementing and deploying Java UDFs
  • Working with advanced statement patterns

Who Can Benefit

This course is designed for SQL practitioners whowant to extend their skills to stream processing usingFlink SQL on Confluent Cloud.It is ideal for data engineers, analysts, and developerswho are familiar with SQL and need to apply it toreal-time data streams.

Prerequisites

This course is recommended for participants who have familiarity with SQL syntax and operations and have a basic understanding of Kafka (topics & partitions)and stream processing. Participants are required to provide a laptop computer with unobstructed internet access to fully participate in the class.

Read Less

Course Details

Course Details

Module 01: Introduction to Flink

  • Lab 01: Setting up the Lab Environment
  • Origin of Stream Processing
  • What is Apache Flink-
  • Apache Flink's APIs
  • Flink Job & Topology

Module 02: Getting Started with Flink SQL

  • Lab 02: Working with Flink in Confluent Cloud
  • Why Flink SQL for Stream Processing-
  • Flink SQL Syntax
  • Streaming vs. Batch Processing
  • Stateless vs. Stateful Operators
  • Flink SQL on Confluent Cloud

Module 03: Working with Dynamic Tables

  • Lab 03: Working with Dynamic Tables
  • Traditional SQL vs. Streaming SQL
  • Stream-Table Duality
  • Dynamic Table Creation
  • Table Configuration & Patterns
  • Column Types
  • Processing Schema-less Events
  • Scan Modes

Module 04: Time & Windows

  • Lab 04: Using Watermarks and Windows
  • Event Time vs. Processing Time
  • Time Attributes vs. Timestamps
  • Watermarks
  • Windows
  • Time Functions & Data Types

Module 05: Aggregations

  • Lab 05: Using Aggregations in a Practical Use Case
  • Overview
  • GROUP BY vs. OVER
  • Aggregate Functions
  • Special Aggregation Queries
  • Additional Aggregation Options
  • Aggregations: Important Considerations

Module 06: Joins

  • Lab 06: Exploring Various Types of Joins
  • Introduction to Joins
  • Regular Joins
  • Optimized Joins
  • Window Joins
  • Other Types of Joins

Module 07: Pattern Recognition

  • Lab 07: Pattern Matching with MATCH_RECOGNIZE
  • Introduction to Pattern Recognition
  • Defining Patterns
  • Output and Match Navigation
  • Navigating Along the Pattern Examples

Module 08: UDFs

  • Lab 08: Implementing a User-Defined Function (UDF)
  • UDFs in Confluent Cloud
  • Writing UDFs in Java

Module 09: Advanced Statement Patterns

  • Lab 09: Advanced Statement Patterns
  • Unioning Multiple Topics
  • EXECUTE STATEMENT SET for Fan-In/Fan-Out
  • Exactly-Once Semantics for Kafka Sinks
  • Statement Evolution with Carry-over Offsets
  • Snapshot Queries
  • State Management
  • Monitoring and Managing Statements with DLQ

Module 10: Connections 

  • Connections in Confluent Cloud
  • External Tables
  • AI/ML with Connections

Schedule

Upcoming Course Dates

There are currently no scheduled dates for this course. If you are interested in this course, contact us with the form below.

Contact Information

FAQ

Does the course schedule include a Lunchbreak?

Classes typically include a 1-hour lunch break around midday. However, the exact break times and duration can vary depending on the specific class. Your instructor will provide detailed information at the start of the course.

What languages are used to deliver training?

Most courses are conducted in English, unless otherwise specified. Some courses will have the word "FRENCH" marked in red beside the scheduled date(s) indicating the language of instruction.

What does GTR stand for?

GTR stands for Guaranteed to Run; if you see a course with this status, it means this event is confirmed to run. View our GTR page to see our full list of Guaranteed to Run courses.

Does Ascendient Learning deliver group training?

Yes, we provide training for groups, individuals and private on sites. View our group training page for more information.

What does vendor-authorized training mean?

As a vendor-authorized training partner, we offer a curriculum that our partners have vetted. We use the same course materials and facilitate the same labs as our vendor-delivered training. These courses are considered the gold standard and, as such, are priced accordingly.

Is the training too basic, or will you go deep into technology?

It depends on your requirements, your role in your company, and your depth of knowledge. The good news about many of our learning paths, you can start from the fundamentals to highly specialized training.

How up-to-date are your courses and support materials?

We continuously work with our vendors to evaluate and refresh course material to reflect the latest training courses and best practices.

Are your instructors seasoned trainers who have deep knowledge of the training topic?

Ascendient Learning instructors have an average of 27 years of practical IT experience and have also served as consultants for an average of 15 years. To stay current, instructors spend at least 25 percent of their time learning new, emerging technologies and courses.

Do you provide hands-on training and exercises in an actual lab environment?

Lab access is dependent on the vendor and the type of training you sign up for. However, many of our top vendors will provide lab access to students to test and practice. The course description will specify lab access.

Will you customize the training for our company’s specific needs and goals?

We will work with you to identify training needs and areas of growth.  We offer a variety of training methods, such as private group training, on-site of your choice, and virtually. We provide courses and certifications that are aligned with your business goals.

How do I get started with certification?

Getting started on a certification pathway depends on your goals and the vendor you choose to get certified in. Many vendors offer entry-level IT certification to advanced IT certification that can boost your career. To get access to certification vouchers and discounts, please contact info@ascendientlearning.com.

Will I get access to content after I complete a course?

You will get access to the PDF of course books and guides, but access to the recording and slides will depend on the vendor and type of training you receive.

How do I request a W9 for Ascendient Learning?

View our filing status and how to request a W9.

Reviews

It was very informative and covered all the required materials along with handson labs for practice.

I was very satisfied about how the course was organized. Sean Did a very good work

This course gave me a clearer understanding of the AWS cloud architecture.

This was a good program to get prepared for the solutions architect associate exam.

The class and material is good. I think some of the software needs to be updated.