Build modern, scalable data analytics solutions across the AWS data platform.

This comprehensive 4-day program combines four official AWS data analytics courses into one intensive learning experience. Participants gain hands-on experience across the modern data analytics stack, including scalable data lakes, cloud data warehousing with Amazon Redshift, batch processing with Amazon EMR, and real-time streaming analytics with Amazon Kinesis and Amazon MSK.

  • Why get trained: Gain practical skills across data lakes, data warehousing, batch processing, and real-time streaming analytics on AWS.
  • Why it matters: Build scalable and reliable data pipelines that support modern analytics, business intelligence, and data-driven decision-making.
  • Who should attend: Data Platform Engineers, Solutions Architects, Data Warehouse Engineers, Data Engineers, Analytics Developers, and IT Professionals building data pipelines.

Participants gain practical experience with AWS data analytics technologies through an intensive, hands-on learning approach. HRD Corp Claimable.

Overview

Building Modern Data Analytics Solutions on AWS is a comprehensive 4-day program that combines four official AWS data analytics courses into one intensive training.

Participants will gain hands-on expertise across the full modern data analytics stack — from building scalable data lakes, to cloud data warehousing with Amazon Redshift, batch processing with Amazon EMR, and real-time streaming analytics with Amazon Kinesis and Amazon MSK.

Skills Covered

  • Apply data lake methodologies in planning and designing a data lake
  • Query, analyze, and visualize data within a data lake
  • Design and implement a data warehouse analytics solution
  • Select and deploy options to ingest, transform, and store data
  • Design and implement a batch data analytics solution on AWS
  • Identify and apply techniques including compression to optimize data storage
  • Design and implement a streaming data analytics solution
  • Apply techniques to optimize streaming data storage and processing

Prerequisites

  • Completed AWS Technical Essentials (or Architecting on AWS)
  • 1+ year of experience building data analytics pipelines
  • Completed Data Analytics Fundamentals digital course (alternative to experience)
  • For Days 2–4: Completion of prior day(s) recommended

Target Audience

  • Data platform engineers
  • Solutions architects
  • Data warehouse engineers
  • Data engineers and analytics developers
  • IT professionals building data pipelines

Course Curriculum

Day 1: Building Data Lakes on AWS 

Learn to build scalable and secure data lakes with AWS Lake Formation while optimizing for cost and performance. You will learn the components and functionality of the services involved in creating a data lake, use AWS Lake Formation to build a data lake, AWS Glue to build a data catalog, and Amazon Athena to analyze data — covering both structured and unstructured data.

Day 2: Building Data Analytics Solutions Using Amazon Redshift 

Build a data analytics solution using Amazon Redshift, a cloud data warehouse service. The course focuses on data collection, ingestion, cataloging, storage, and processing. You will learn to integrate Amazon Redshift with a data lake to support both analytics and machine learning workloads, and apply security, performance, and cost management best practices.

Day 3: Building Batch Data Analytics Solutions on AWS

Learn to build batch data analytics solutions using Amazon EMR, an enterprise-grade Apache Spark and Hadoop managed service. The course covers how Amazon EMR integrates with Apache Hive, Hue, HBase, AWS Glue, and AWS Lake Formation. You will use EMR Notebooks for analytics and machine learning, and apply security, performance, and cost best practices.

Day 4: Building Streaming Data Analytics Solutions on AWS

Learn to build streaming data analytics solutions using Amazon Kinesis and Amazon MSK. Build stream producers and consumers, and use Amazon Kinesis Data Analytics with Apache Flink for real-time analytics. The course also covers Amazon MSK for streaming pipelines and applies security, monitoring, and cost optimization best practices throughout.

Dates & Locations

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January 18, 2027 - January 21, 2027

Location: Kuala Lumpur
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January 18, 2027 - January 21, 2027

Location: Online
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March 1, 2027 - March 4, 2027

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March 1, 2027 - March 4, 2027

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May 25, 2027 - May 28, 2027

Location: Kuala Lumpur
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May 25, 2027 - May 28, 2027

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July 5, 2027 - July 8, 2027

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July 5, 2027 - July 8, 2027

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September 6, 2027 - September 9, 2027

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September 6, 2027 - September 9, 2027

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November 16, 2027 - November 19, 2027

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November 16, 2027 - November 19, 2027

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Trainocate exam and cert

Exam & Certification

There is no exam directly associated with this course. However, AWS offers an extensive portfolio of industry-recognized certifications that can help you stand out as a tech professional in 2026 and beyond. Achieving AWS credentials is one of the most effective ways to validate your skills and accelerate your career.

With our expert-led training, you’ll be prepared to:

  • Master in-demand capabilities across Cloud, Data & AI, and Cybersecurity — areas driving global digital transformation.
  • Prove your expertise with a globally respected credential recognized by employers worldwide.
  • Advance your career by enhancing your credibility, increasing your earning potential, and opening doors to new opportunities.

Explore our top AWS Certifications for 2026 and start building the skills that matter today.

Training & Certification Guide

Validate Your Skills with AWS Certification

Certification is the one of the best ways to validate your cloud skills. And AWS Certifications are industry-recognized credentials. And AWS Certifications, in particular, are industry-recognized credentials that showcase your expertise in the AWS Cloud. This e-book provides an overview of what you need to know to earn an AWS Certification, acting as your guide throughout the process. It will help you determine which AWS Certifications are right for you and show you how to prepare for and obtain them.

Training and Certification for your Machine Learning Journey

Organizations are struggling to find data scientists and developers with machine learning experience. Learn how you can become the machine learning problem-solver others look to. In this eBook, we’ll review the promise of machine learning and how innovations in training and certification give developers and data scientists an advantage by equipping them with the skills to help their organizations achieve success.

Innovate Securely and Confidently with AWS Training and Certification

Across nearly every industry, organizations are discovering a greater need to empower every employee with cloud security skills. This e-book will guide you on how AWS Training and Certification can help your organization innovate securely and confidently by offering flexible in-demand digital training that can help your teams build security skills quickly and comprehensively.

How people are bringing the possibilities of purpose-built databases to life

It’s time to push the limits of innovation by building your database of skills. The power of data has grown at an exponential rate over the last several years. It has created a new universe of possibilities for applications, services and beyond. In this e-book, we’ll introduce you to effective methods of building your database skills. We’ll help you start your journey and propel you into this new universe of data empowering you to explore and innovate throughout the ever-growing expanse of purpose-built database possibilities.

Accelerate Your Modernization Journey

Develop skills in designing, building and managing modern applications. As companies look to become more agile so they can innovate and respond to change faster and innovate rapidly, this inadvertently requires a different kind of application than what was common years ago. This e-book gives you insights on the importance of training and skilling to accelerate your company’s digital transformation.

Accelerate Migration with Comprehensive Cloud Skills Enablement

As benefits of the cloud like speed, scale and modernization have become more widely understood, the conversation at many organizations has shifted from “why cloud?” to “which cloud?” Thousands of companies, including GE, The Coca-Cola Company, BP, Enel, Samsung, News Corp, and 21st Century Fox, have found their answer with AWS.

AWS also helps provide the answer to another critical questions in your cloud journey: “How to get to the cloud in the fastest, most efficient way possible?” A transformative migration is now within your reach. Now you can learn how you can migrate with your confidence by building your team’s cloud skills with AWS Training and certification by downloading this e-book.

10 Reasons to learn the AWS Cloud

It does not matter you’re new to AWS Cloud services, seeking to update your cloud skills, or exploring a cloud-first strategy for your organization it’s time to make a plan. Download this free E-Book and learn how AWS Training can help you better understand how the AWS Cloud works and how you can troubleshoot with confidence and skill

Adopting Multicloud Strategies in Malaysia: A 2024 Roadmap

Looking to implement multicloud strategies Malaysia? Cut through the noise with this focused guide. You’ll gain essential insights into creating a multicloud approach that addresses cost-efficiency, performance excellence, and seamless scalability. Understand the landscape with real-world Malaysian case studies, strategies to overcome interoperability, and ways to stay ahead of fast-evolving cloud trends. This article is your gateway to mastering multicloud strategies in the Malaysian digital terrain.

Frequently Asked Questions

Yes. The course is designed for intermediate-level professionals and recommends AWS fundamentals plus at least one year of experience building or managing data analytics pipelines, depending on the course day.

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