Free Online Amazon SageMaker Courses & MOOCs

Coursera

Duke University

MLOps Platforms: Amazon SageMaker and Azure ML (Coursera)

Data Science

Discover how to effectively build, train, and deploy machine learning solutions in a production setting through MLOps Platforms: Amazon SageMaker and Azure ML course. This comprehensive guide will equip you with the necessary expertise on two leading cloud platforms—Amazon Web Services (AWS) and Microsoft Azure—to succeed in data science, software engineering, development, analysis, or any role that leverages machine learning.

Aug 3rd 2026

5-12 Weeks

Machine Learning EDA Exploratory Data Analysis

MLOps Platforms: Amazon SageMaker and Azure ML (edX)

EdX

AI (Pragmatic AI Labs)

MLOps Platforms: Amazon SageMaker and Azure ML (edX)

Computer Science

Elevate Your MLOps Game: Master AWS SageMaker and Azure ML for Production-Ready AI Solutions. This course is designed for data scientists, developers, and IT professionals who want to learn how to effectively deploy, monitor, and manage machine learning models in production using Amazon's SageMaker and Microsoft's Azure Machine Learning platforms.

Self Paced

Self-Paced

Exploratory Data Analysis Azure ML Amazon SageMaker

Coursera

AWS,NVIDIA

Hands-on Machine Learning with AWS and NVIDIA (Coursera)

Data Science

Dive into practical machine learning with our expert-led course. Gain proficiency in deploying scalable ML models on AWS's powerful platform, leveraging NVIDIA GPUs for faster results. Perfect for practitioners looking to streamline their workflows and advance their careers in data science.

Jul 22nd 2024

4 Weeks

ML NLP Machine Learning

Coursera

AWS

Getting Started with AWS Machine Learning (Coursera)

Data Science

Embark on a journey into the world of machine learning with 'Getting Started with AWS Machine Learning'. This comprehensive online course is designed for beginners and professionals alike, aiming to equip learners with essential skills needed to leverage Amazon Web Services (AWS) for effective data analysis and intelligent decision-making.

Aug 21st 2023

5-12 Weeks

Artificial Intelligence NLP Machine Learning

Coursera

AWS

AWS Computer Vision: Getting Started with GluonCV (Coursera)

CS: Information & Technology

Embark on a comprehensive journey into Computer Vision with 'AWS Computer Vision: Getting Started with GluonCV'. This course is tailored for learners who want to leverage Amazon Web Services (AWS) to develop cutting-edge computer vision models. You'll explore the fundamentals of artificial neural networks and deep learning, and learn how to effectively construct and train models using Apache MXNet's GluonCV toolkit on AWS.

Jul 25th 2022

5-12 Weeks

Machine Learning Computer Vision Amazon EC2

Amazon SageMaker: Simplifying Machine Learning Application Development (edX)

EdX

AWS

Amazon SageMaker: Simplifying Machine Learning Application Development (edX)

Data Science Computer Science

Dive into Amazon SageMaker: Simplify Machine Learning Application Development. Learn how to seamlessly integrate powerful machine learning capabilities into your apps with expert training from AWS. No prior data science expertise required!

Self Paced

Self-Paced

Machine Learning Amazon SageMaker

Introduction to Machine Learning on AWS (edX)

EdX

AWS

Introduction to Machine Learning on AWS (edX)

Data Science Computer Science

Dive into the world of machine learning with Amazon Web Services in our Introduction to Machine Learning on AWS course. This beginner-friendly program is designed for software developers and engineers eager to harness the power of ML services without extensive coding. Explore services that handle model training and raw inference, including computer vision, data extraction, language processing, speech recognition, translation, and more.

Self Paced

Self-Paced

Artificial Intelligence Machine Learning Deep Learning