Top AWS Skills for Malaysia’s Digital Future

Build cloud, AI, cybersecurity, and data expertise with AWS Training and Certification designed for the roles employers need in 2026.

Cloud adoption, AI, cybersecurity, and data-driven transformation continue to reshape how organizations operate across Malaysia and ASEAN.

AWS Training and Certification gives professionals and employers a structured path to build practical skills, validate expertise, and prepare for high-demand roles.

Whether you’re starting in cloud or advancing into architecture, DevOps, AI, security, or data engineering, Trainocate Malaysia provides training and certification support to keep you competitive.

The Digital Skills Gap in Malaysia

Why Upskilling Matters?

95%

95% of Malaysian employers expect business growth in 2026, but talent confidence remains significantly lower, reflecting concerns about whether the workforce has the right digital and AI skills to support that growth.

Randstad Workmonitor 2026

35%

35% of CEOs in Malaysia report high exposure to persistent skills shortages in 2026, making talent gaps one of the biggest business risks for the year ahead.

PWC 29th Global CEO Survey – Malaysia

44%

Only 44% of organizations in Malaysia are expected to have trained their cybersecurity workforce on AI tools, despite AI becoming increasingly important in threat detection, incident response, and security operations.

Hays Cyber in the Spotlight

Why get AWS Certified in 2026?

AWS certification matters more in 2026 because employers are looking for professionals who can apply cloud, AI, security, and automation skills in real business environments. AWS continues to expand its certification portfolio with newer certifications in AI, machine learning, data engineering, and generative AI to match what organizations need most. AWS also reports that certified professionals are more likely to improve team performance, gain recognition, and access better career opportunities.

AWS Introduces AI-Focused Certifications to Meet Rising Industry Demand

AWS launched new certification pathways focused on AI and generative AI in 2025 and 2026, including the AWS Certified AI Practitioner and AWS Certified Generative AI Developer – Professional, reflecting growing employer demand for AI skills.

AWS AI Certifications Can Boost Tech Salaries by Up to 47%

AWS states that AI-related certifications can increase technology salaries by up to 47% for professionals with validated AI and machine learning skills.

Demand for AWS Certified Cloud Practitioners
Surges by 84%

Job postings requesting AWS Certified Cloud Practitioner increased by 84%, showing stronger demand for professionals with foundational AWS knowledge.

AI Skills Drive 39% Higher Productivity and Up to 30% Salary Growth

AWS research found that AI skills can improve productivity by at least 39% and increase salaries by up to 30%, making AWS AI and cloud certifications highly relevant for 2026.

Explore Your AWS Learning Journey

AWS Training and Certification follows a clear progression so learners can move from foundational knowledge to advanced technical expertise. This structured pathway helps learners and employers identify the right training and certification for every stage of the technology journey.

01.
AWS AI Platform Learning Path

02.
AWS Agentic AI Learning Path

03.
AWS AI Business User Cloud & AI Learning Path

04.
AWS Solutions Architect Learning Path

05.
AWS Cloud Operations Learning Path

06.
AWS Developer & DevOps Engineer Learning Path

07.
AWS Data Analytics Learning Path

08.
AWS Data Science Learning Path

09.
AWS Machine Learning Path

10.
AWS Migrate and Transfer Learning Path

01.

AWS AI Platform Learning Path

Build a complete foundation in generative AI on AWS, from understanding core concepts to designing and deploying advanced AI applications using Amazon Bedrock and related AWS AI services. This path is ideal for professionals who want to progress from AI fundamentals to hands-on development and advanced implementation

AWS-GA

Generative AI Essentials
(1 Day)

Fundamental Level
Generative AI is transforming industries by enabling the creation of new content and solutions. AWS’s Generative AI Essentials on AWS course offers a comprehensive one-day program designed for business professionals and IT specialists.

RM1,800

RM 1,500

*Exam: USD 100 USD 50

AWS-DGAI

Developing Generative AI Applications
(2 Days)

Intermediate Level
This AWS Generative AI training teaches developers how to build, customize and integrate generative AI applications using Amazon Bedrock APIs, implement retrieval-augmented generation patterns, and leverage foundation models with hands-on labs and real-world scenarios.

RM3,600

RM 3,000

*No Exam

AWS-AGAID

Advanced Generative AI Development
(3 Day)

Advanced Level
This advanced three-day AWS Generative AI training equips developers with hands-on skills to design, build and integrate generative AI applications using foundation models, enterprise patterns, retrieval augmentation and agentic approaches on AWS.

RM5,400

RM 4,500

*Exam: USD 300 USD 150

02.

AWS Agentic AI Learning Path

Learn how to design, build, and orchestrate AI agents that can reason, plan, and act autonomously using Amazon Bedrock Agent Core and advanced AWS agentic AI capabilities. This path is suited for professionals preparing for the next generation of AI-driven automation and intelligent systems.

AWS-GA

Generative AI Essentials
(1 Day)

Fundamental Level
Generative AI is transforming industries by enabling the creation of new content and solutions. AWS’s Generative AI Essentials on AWS course offers a comprehensive one-day program designed for business professionals and IT specialists.

RM1,800

RM 1,500

*Exam: USD 100 USD 50

AWS-AAIF

Agentic AI Foundations
(1 Day)

Intermediate Level
Agentic AI represents the next evolution of AI: systems that can plan, act, reason and execute tasks independently. This one-day training introduces the core principles and practical techniques for designing agentic AI solutions using AWS technologies such as Amazon Q, Kiro and Amazon Bedrock AgentCore, helping you apply these emerging capabilities in real scenarios.

RM1,800

RM 1,500

*No Exam

AWS-BAC

Building Agentic AI with Amazon Bedrock Agent Core
(1 Day)

Intermediate Level
Build and deploy secure, scalable agentic AI systems using Amazon Bedrock, covering architecture, memory, and tool integration. Gain hands-on experience in production-ready deployment, monitoring, security, and governance for enterprise AI agents.

RM1,800

RM 1,650

*No Exam

AWS-BAAS

Building Advanced Agentic Systems on AWS
(1 Day)

Advanced Level
Design and optimize multi-agent AI systems with advanced communication, shared memory, and context management strategies for real-world scenarios. Learn to deploy secure, scalable architectures with monitoring, cost optimization, and enterprise-grade governance using Amazon Bedrock.

RM1,800

RM 1,650

*No Exam

03.

AWS AI Business User Cloud & AI Learning Path

Gain the business and cloud knowledge needed to understand how generative AI and AWS can improve productivity, decision-making, and business outcomes. This path is designed for executives, managers, business users, and non-technical professionals who want to confidently participate in AI and cloud initiatives.

AWS-AQ

Amazon Quick for AI-Powered Productivity and Business Intelligence
(1 Day)

Fundamental Level
This course is for business users, data analysts, and knowledge workers who want to learn about Amazon Quick, AWS’s AI-powered workspace.

RM1,800

RM1,500

*No Exam

AWS-CLDPE

AWS Cloud Practitioner Essentials
(1 Day)

Fundamental Level
Understand core cloud concepts and the fundamentals of Amazon Web Services, including infrastructure, services, and deployment models. Learn to design secure, well-architected solutions and apply AWS best practices for migration and real-world use cases.

RM1,800

RM1,500

*Exam: USD 100 USD 50

AWS-GAIE

Generative AI For Executives
(1 Day)

Fundamental Level
Learn how to leverage generative artificial intelligence (AI) within your organization to achieve business objectives. This 1-day course explores the potential business value of generative AI. You’ll gain insights into real-world use cases, learn how to manage the necessary changes for successful implementation, and understand the importance of using generative AI safely and responsibly.

RM1,800

RM 1,500

*No Exam

AWS-GA

Generative AI Essentials
(1 Day)

Fundamental Level
Generative AI is transforming industries by enabling the creation of new content and solutions. AWS’s Generative AI Essentials on AWS course offers a comprehensive one-day program designed for business professionals and IT specialists.

RM1,800

RM 1,500

*Exam: USD 100 USD 50

04.

AWS Solutions Architect Learning Path

Develop the skills required to design secure, scalable, resilient, and cost-effective cloud architectures on AWS. Starting with AWS fundamentals and progressing toward advanced architecture concepts, this path is designed for aspiring and experienced solutions architects.

AWS-TE

AWS Technical Essentials
(1 Day)

Fundamental Level
The AWS-TE: AWS Technical Essentials introduces you to essential AWS services and common solutions. The course covers the fundamental AWS concepts related to compute, database, storage, networking, monitoring, and security. You will start working in AWS through hands-on course experiences.

RM1,800

RM 1,500

*No Exam

AWS-ARC

Architecting on AWS
(3 Days)

Intermediate Level
The AWS-ARC: Architecting on AWS training course is intended for solutions architects, solution-design engineers, and developers seeking an understanding of AWS architecting. In this AWS Architect training course, you will learn to identify services and features to build resilient, secure and highly available IT solutions on the AWS Cloud.

RM5,400

RM 4,200

*Exam: USD 150 USD 75

AWS-ADVARC

Advanced Architecting on AWS
(3 Days)

Advanced Level
Build the expertise to design sophisticated, secure, and scalable cloud solutions on AWS incorporating data services, governance, and security. Through scenario-based learning and practical exercises, you’ll develop critical problem-solving skills and apply them directly to real-world architectural challenges

RM5,400

RM 4,500

*Exam: USD 300 USD 150

05.

AWS Cloud Operations Learning Path

Build the knowledge needed to deploy, monitor, manage, and troubleshoot cloud environments on AWS. This path prepares IT operations and system administration professionals to maintain reliable and efficient AWS workloads.

AWS-TE

AWS Technical Essentials
(1 Day)

Fundamental Level
The AWS-TE: AWS Technical Essentials introduces you to essential AWS services and common solutions. The course covers the fundamental AWS concepts related to compute, database, storage, networking, monitoring, and security. You will start working in AWS through hands-on course experiences.

RM1,800

RM 1,500

*No Exam

AWS-COA

Cloud Operations on AWS
(3 Days)

Intermediate Level
This top AWS certification empowers system administrators and operations teams to configure, deploy, maintain, and troubleshoot AWS environments effectively. With a focus on AWS’s operational excellence pillar, you’ll learn to automate tasks, ensure compliance, and enhance the security and resilience of your cloud operations.

RM5,400

RM 4,200

*Exam: USD 150 USD 75

06.

AWS Developer & DevOps Engineer Learning Path

Learn how to build, deploy, automate, and manage modern cloud applications on AWS using developer tools, CI/CD pipelines, and DevOps practices. This path is ideal for developers and engineers who want to create faster, more reliable, and scalable software delivery processes.

AWS-TE

AWS Technical Essentials
(1 Day)

Fundamental Level
The AWS-TE: AWS Technical Essentials introduces you to essential AWS services and common solutions. The course covers the fundamental AWS concepts related to compute, database, storage, networking, monitoring, and security. You will start working in AWS through hands-on course experiences.

RM1,800

RM 1,500

*No Exam

AWS-DEV

Developing on AWS
(3 Days)

Intermediate Level
Grow your technical skills in developing cloud applications on AWS as you learn about cloud developer and serverless fundamentals, containers, and more. Learn how to use the AWS SDK to develop secure and scalable cloud applications in this 3-days expert-led AWS developer training.

RM5,400

RM 4,200

*Exam: USD 150 USD 75

AWS-DEVOPS

DevOps Engineering on AWS
(3 Days)

Advanced Level
Learn how to use AWS DevOps philosophies, practices, and tools to develop, deliver, and maintain applications and services at high velocity on AWS during this AWS Certified DevOps Engineer certification course. The demand for DevOps professionals is skyrocketing. According to Global Market Insights, the DevOps market exceeded $8 billion in 2022 and is projected to maintain a speedy 20% compound annual growth rate (CAGR) from 2023 to 2032.

RM5,400

RM 4,500

*Exam: USD 300 USD 150

07.

AWS Data Analytics Learning Path

Gain the skills to design, build, and manage data lakes, streaming analytics, Redshift-based analytics, and modern data engineering solutions on AWS. This path is suited for professionals who want to turn data into business insights and support AI and analytics initiatives.

AWS-BDL

Building Data Lakes on AWS
(1 Day)

Intermediate Level
This intermediate-level course helps you explore the process of building a data lake manually and automatically. Our expert, accredited AWS instructors help you learn to scale your storage environments within a data lake configuration while optimizing for cost and performance.

RM 1,800

*No Exam

AWS-BDAS

Building Data Analytics Solutions using Amazon Redshift
(1 Day)

Intermediate Level
Learn how to integrate Amazon Redshift with a data lake to support analytics and machine learning workloads to reduce your time to data insight by building a data analytics solution using Amazon Redshift.

RM 1,800

*No Exam

AWS-BBDAS

Building Batch Data Analytics Solutions on AWS
(1 Day)

Intermediate Level
The Building Batch Data Analytics Solutions on AWS course will help you learn how to build batch data analytics solutions using Amazon EMR to optimize cost and performance. Malaysia is rapidly becoming a hub for Data and AI innovation, fueled by multi-billion-dollar investments from global tech giants.​ Bridge the Data and AI skills gap with Trainocate’s top Data and AI certifications for 2026.

RM 1,800

*No Exam

AWS-BSDAS

Building Streaming Data Analytics Solutions on AWS
(1 Day)

Intermediate Level
With this Building Streaming Data Analytics Solutions on AWS course, you will gain in-depth knowledge of Amazon Kinesis and Amazon MSK. You will be able to build a streaming data analytics solution on AWS that meets your specific needs. Malaysia is rapidly becoming a hub for Data and AI innovation, fueled by multi-billion-dollar investments from global tech giants.​ Bridge the Data and AI skills gap with Trainocate’s top Data and AI certifications for 2026.

RM 1,800

*No Exam

AWS-DE

Data Engineering on AWS
(3 Days)

Intermediate Level
AWS Certified Data Engineer – Associate validates skills and knowledge in core data-related AWS services, ability to ingest and transform data, orchestrate data pipelines while applying programming concepts, design data models, manage data life cycles, and ensure data quality.

RM5,400

RM 4,500

*Exam: USD 150 USD 75

AWS-DATAWARE

Data Warehousing on AWS
(3 Days)

Advanced Level
Data Warehousing on AWS introduces you to concepts, strategies, and best practices for designing a cloud-based data warehousing solution using Amazon Redshift.

RM5,400

RM 4,500

*No Exam

08.

AWS Data Science Learning Path

Learn how to use Amazon SageMaker and related AWS services to prepare data, build machine learning models, and generate insights that support business decisions. This path is designed for data scientists and analysts who want practical, hands-on experience with AWS-based data science workflows.

AWS-PDSASM

Practical Data Science with Amazon SageMaker
(1 Day)

Intermediate Level
Learn how to solve a real-world use case with machine learning and produce actionable results using Amazon SageMaker. This course teaches you how to use Amazon SageMaker to cover the different stages of the typical data science process, from analyzing and visualizing a data set, to preparing the data and feature engineering, down to the practical aspects of model building, training, tuning and deployment.

RM 1,800

*No Exam

AWS-SSDS

Amazon SageMaker Studio for Data Scientists
(3 Days)

Intermediate Level
Discover integrated tools that speed up model building and tuning. Learn to deploy models confidently with robust monitoring solutions. Gain best practices for collaboration and resource management within the SageMaker Studio environment. Invest in the skills that streamline your workflow and maximize the impact of your machine learning projects.

RM5,400

RM 4,500

*No Exam

09.

AWS Machine Learning Path

Build practical machine learning and MLOps skills on AWS, from training and deploying models to managing production-ready AI systems. This path is ideal for professionals who want to operationalize machine learning and support enterprise-scale AI initiatives.

AWS-MLOPS

MLOps Engineering on AWS
(3 Days)

Intermediate Level
Learn how to apply DevOps practices to build, train, and deploy machine learning models, emphasizing the importance of data, code, and models.

The course highlights automation, collaboration, and monitoring techniques to manage workflows and address model performance drift in production.

RM5,400

RM 4,500

*Exam: USD 150 USD 75

AWS-MLE

Machine Learning Engineering on AWS
(3 Days)

Intermediate Level
A 3-day intermediate course designed for ML professionals to learn how to build, deploy, and manage scalable machine learning solutions on Amazon Web Services.

It combines theory and hands-on labs using tools like Amazon SageMaker AI and Amazon EMR to create production-ready ML applications.

RM 5,400

*Exam: USD 150 USD 75

10.

AWS Migrate and Transfer Learning Path

Learn how to assess, plan, and execute migrations from on-premises environments or other platforms to AWS. This path helps IT teams build the confidence and technical skills needed to deliver successful cloud migration projects.

AWS-ME

AWS Migration Essentials
(1 Day)

Fundamental Level
This course is intended to provide solutions architects with the foundational knowledge required to successfully plan and perform lift and shift migrations to the AWS Cloud. In this course you will learn about methodologies for discovering, planning, performing, and tracking migrations by using various AWS tools and services.

RM1,800

RM 1,500

*No Exam

AWS-MGA

Migrating to AWS
(3 Days)

Intermediate Level
This AWS Cloud Migration course is for individuals who seek an understanding of how to plan and migrate existing workloads to the AWS Cloud. You will learn about various cloud migration strategies and how to apply each step of the migration process, including portfolio discovery, application migration planning and design, conducting a migration, and post-migration validation and application optimization.

RM5,400

RM 4,500

*No Exam

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