Deep Learning on AWS – Build and deploy AI models for real-world impact.

Deep learning is reshaping how applications learn, adapt and perform. This one-day training introduces you to AWS tools like Amazon SageMaker and MXNet frameworks, equipping you to develop, deploy and manage deep-learning solutions at scale.

  • Why get trained: Gain hands-on experience using AWS deep-learning services such as SageMaker, Lambda, ECS and MXNet to build scalable and efficient models.
  • Why it matters: Organizations accelerating AI adoption need professionals who can convert research into production. Certified skills in deep learning give you a competitive edge in Malaysia’s growing AI ecosystem.
  • Who should attend: Developers, data scientists and machine-learning engineers with basic ML and AWS knowledge who want to advance into deep-learning architectures and deployment.

HRD Claimable • 1-day intensive course • Official AWS training partner • Hands-on labs included

Enroll in Deep Learning on AWS and start building deep-learning models that scale, deliver insights and power innovation in your organization.

Overview

In this one-day Deep Learning on AWS course, you’ll learn cloud-based deep learning solutions on the AWS platform. You’ll learn how to run your models on the cloud using Amazon EC2‒based deep learning Amazon Machine Image (AMI) and Apache MXNet on AWS frameworks.

In addition, you’ll learn how to use Amazon SageMaker and deploy your deep learning models using AWS services like AWS Lambda and Amazon Elastic Container Service (Amazon ECS), all while designing intelligent systems on AWS.

Trainocate is an AWS Authorized Training Partner as well as the AWS Global Training Partner of the Year 2022-2025 is trusted by AWS to offer, deliver, and/or incorporate official AWS Training, including classroom and digital offerings. Whether your team prefers to learn from live instructors, on-demand courses, or both, ATPs offer a breadth of AWS Training options for learners of all levels.

Invest in your team’s cloud future: Master AWS with 600+ courses, labs, and interactive experiences, elevate your team’s cloud expertise with AWS Skill Builder Team Subscription.

Skills Covered

In this course, you will learn how to:

  • Define machine learning (ML) and deep learning
  • Identify the concepts in a deep learning ecosystem
  • Leverage Amazon SageMaker and MXNet programming frameworks for deep learning workloads
  • Fit AWS solutions for deep learning deployments

Prerequisites

We recommend that attendees of this course have the following prerequisites:

  • Basic understanding of machine learning processes
  • Basic understanding of AWS core services like Amazon EC2 and knowledge of AWS SDKs
  • Basic knowledge of a scripting language, such as Python

Target Audience

Who Should Attend

  • Developers who are responsible for developing deep learning applications
  • Developers who want to understand concepts behind deep learning and how to implement a deep learning solution on AWS

Course Curriculum

Module 1: Machine Learning Overview

  • A brief history of AI, ML, and DL
  • The business importance of ML
  • Common challenges in ML
  •  Different types of ML problems and tasks
  • AI on AWS

Module 2: Introduction to Deep Learning

  • Introduction to DL
  • The DL concepts
  • A summary of how to train DL models on AWS
  • Introduction to Amazon SageMaker
  • Hands-on lab: Spinning up an Amazon SageMaker notebook instance and running a multilayer perceptron neural network model

Module 3: Introduction to Apache MXNet

  • The motivation for and benefits of using MXNet and Gluon
  • Important terms and APIs used in MXNet
  • Convolutional neural networks (CNN) architecture
  • Hands-on lab: Training a CNN on a CIFAR-10 dataset

Module 4: ML and DL Architectures on AWS

  • AWS services for deploying DL models (AWS Lambda, AWS IoT Greengrass, Amazon ECS, AWS Elastic Beanstalk)
  • Introduction to AWS AI services that are based on DL (Amazon Polly, Amazon Lex, Amazon Rekognition)
  • Hands-on lab: Deploying a trained model for prediction on AWS Lambda

Dates & Locations

Let’s make it work for you

Can’t find a date that fits? Need to train your whole team? Looking for a discount?
Speak to one of our learning experts today.

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September 4, 2026 - September 4, 2026

Location: Kuala Lumpur
Modal: ILT
Availability: TBC
RM 1800

September 4, 2026 - September 4, 2026

Location: Online
Modal: VILT
Availability: TBC
RM 1800

December 4, 2026 - December 4, 2026

Location: Kuala Lumpur
Modal: ILT
Availability: TBC
RM 1800

December 4, 2026 - December 4, 2026

Location: Online
Modal: VILT
Availability: TBC
RM 1800
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 AWS 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

Learn how to apply machine learning (ML), artificial intelligence (AI), and deep learning (DL) to your business, unlocking new insights and value with these AWS recommended courses:

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All courses are HRD Claimable.
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