Amazon Web Services Courses

From Zero to Hero - Digital Product Development From Scratch

85 ratings

Take an idea from problem space to market-ready product: user research, MVP validation, plus generative AI apps with Amazon Bedrock, Lex, and the ML lifecycle.

• Coursera
• 7 weeks, 3 hours a week
• Self-Paced
• Paid Course

Career Certificate

Deep Learning

15 ratings

Build and train neural networks in PyTorch across CNNs, RNNs, transformers, and GANs for image, language, and generative tasks.

• Udacity
• 61 hours
• Self-Paced
• Paid Course

Career Certificate

AWS Machine Learning Engineer Nanodegree

11 ratings

Learn to build, deploy, and operationalize machine learning models on Amazon SageMaker, using AWS Lambda and Step Functions to automate scalable workflows.

• Udacity
• 94 hours
• Self-Paced
• Paid Course

Career Certificate

Introduction to Machine Learning with TensorFlow

5 ratings

Build supervised models with linear regression, decision trees, Naive Bayes and SVMs, apply K-means and Gaussian mixtures, and train a TensorFlow neural network image classifier.

• Udacity
• 49 hours
• Self-Paced
• Paid Course

Career Certificate

Introduction to Machine Learning with Pytorch

5 ratings

Build supervised, unsupervised, and deep learning models with PyTorch: fit classification and regression models, cluster with K-means and Gaussian mixtures, and train an image classifier.

• Udacity
• 49 hours
• Self-Paced
• Paid Course

Learn to prepare, train, evaluate, and deploy machine learning models with AWS services and hands-on AWS AI devices.

• Udacity
• 8 weeks
• Self-Paced
• Free Online Course

AWS Machine Learning Foundations

21 ratings at Udacity

Learn what machine learning is and the steps involved in building and evaluating models. Gain in demand skills needed at businesses working to solve challenges with AI.

• Udacity
• 11 hours
• Self-Paced
• Free Online Course

Supervised Learning

In this course, you'll learn about different types of supervised learning and how to use them to solve real-world problems.

• Udacity
• 17 hours
• Self-Paced
• Paid Course

AWS DeepRacer Course

Learn the fundamentals of machine learning and reinforcement learning in a fun and engaging way through autonomous driving with AWS DeepRacer.

• Udacity
• 9 hours
• Self-Paced
• Free Online Course

Fundamentals of Machine Learning and Artificial Intelligence

16 ratings

An introduction to AI, machine learning, deep learning, and generative AI, including foundation models and AWS AI services.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Free Certificate

Foundations of Prompt Engineering

9 ratings

Learn to engineer effective, model-specific prompts for foundation models while addressing prompt injection and mitigating bias.

• AWS Skill Builder
• 4 hours
• Self-Paced
• Free Certificate

Building AI Agent Harnesses with Strands Agents

2 ratings

Build custom agent harnesses with the open-source Strands Agents SDK: agent loops, model providers, MCP tools, hooks, context management, multi-agent swarms, evaluation, and cloud deployment.

• Coursera
• 5 weeks, 1 hour a week
• Self-Paced
• Paid Course

Getting Started with DevOps on AWS

7 ratings

Learn DevOps culture, practices, and tools on AWS: examine Amazon's own transformation, categorize key AWS DevOps services, and create and control a CI/CD pipeline.

• AWS Skill Builder
• 8 hours
• Self-Paced
• Free Certificate

AWS Cloud Practitioner Essentials

2094 ratings at Coursera

This course will provide you with an understand of fundamental AWS Cloud concepts to help you gain confidence to contribute to your organization’s cloud initiatives.

• Coursera
• 13 weeks, 3 hours a week
• Self-Paced
• Paid Course

Providing Technical Support for AWS Workloads

69 ratings at Coursera

Troubleshoot AWS workloads: diagnose common issues in Amazon EC2, AWS Lambda, and VPC, then apply preventative controls across Amazon S3, RDS, IAM, and AWS Organizations.

• Coursera
• 3 weeks, 2 hours a week
• Self-Paced
• Paid Course