AWS courses can help you learn cloud computing fundamentals, deployment strategies, data storage solutions, and server management. You can build skills in configuring virtual networks, optimizing cloud resources, and implementing security protocols. Many courses introduce tools like Amazon EC2 for scalable computing, Amazon S3 for storage management, and AWS Lambda for serverless applications, illustrating how these skills are applied in real-world cloud environments.

Johns Hopkins University
Skills you'll gain: Machine Learning Methods, Machine Learning, Machine Learning Software, Model Training, Machine Learning Algorithms, Applied Machine Learning, Model Optimization, Model Evaluation, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Research Design, Data Collection, Data Capture, Classification Algorithms, Experimentation, Data Validation, Amazon Web Services, Data Quality, Statistical Analysis
Intermediate · Course · 1 - 3 Months

Skills you'll gain: MLOps (Machine Learning Operations), Containerization, AI Workflows, Model Deployment, Generative AI Agents, LangGraph, Agentic Workflows, Artificial Intelligence and Machine Learning (AI/ML), CrewAI, Devops Tools, BeeAI, Docker (Software), Cloud Deployment, Agentic systems, Google Cloud Platform, Cloud Platforms, Kubernetes, Applied Machine Learning, Scalability
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Linux Administration, Package and Software Management, Linux, User Accounts, Operating System Administration, System Monitoring, Linux Servers, Linux Commands, User Provisioning, Amazon Web Services, Network Troubleshooting, File Management, Command-Line Interface, File Systems, Amazon Elastic Compute Cloud, Systems Administration, Operating Systems, General Networking, Identity and Access Management, IT Automation
Beginner · Course · 1 - 3 Months

Amazon Web Services
Skills you'll gain: Serverless Computing, .NET Framework, Cloud-Native Computing, Amazon Web Services, Containerization, Cloud Hosting, Cloud Deployment, Computing Platforms, Application Deployment
Mixed · Course · 1 - 4 Weeks

Illinois Tech
Skills you'll gain: Cloud-Native Computing, Infrastructure as Code (IaC), Cloud Computing, Terraform, Cloud Platforms, Cloud Storage, Amazon Web Services, Cloud Infrastructure, Cloud Technologies, Cloud Computing Architecture, Cloud Development, Amazon S3, Cloud Services, Cloud Applications, Cloud Deployment, Amazon Elastic Compute Cloud, Database Management, Data Storage, Scalability, Cloud Management
Intermediate · Course · 1 - 3 Months

Amazon Web Services
Skills you'll gain: Call Center Experience, Amazon Web Services, Customer Communications Management, Customer Support, Systems Integration, Security Controls, Service Management, Security Awareness
★ 4.9 (9) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Amazon Web Services, Code Review, AI literacy, AI Enablement, Integrated Development Environments, AI Workflows, Microsoft Visual Studio, Debugging, Development Environment, Vulnerability Scanning, Software Development, Web Applications, TypeScript
Intermediate · Guided Project · Less Than 2 Hours

Coursera
Skills you'll gain: MLOps (Machine Learning Operations), Data Pipelines, Model Evaluation, Systems Design, Transfer Learning, Data Preprocessing, Data Quality, Feature Engineering, Deep Learning, Python Programming, Data Validation, Scikit Learn (Machine Learning Library), Applied Machine Learning, Predictive Modeling, Software Engineering, Debugging, Supervised Learning, Git (Version Control System), Performance Metric, Statistical Analysis
Intermediate · Specialization · 1 - 3 Months

Amazon Web Services
Skills you'll gain: Amazon S3, Amazon Web Services, Cloud Storage, Amazon Elastic Compute Cloud, Data Storage, Amazon CloudWatch, File Systems, Data Migration, Cloud Deployment, System Monitoring, Event Monitoring, Security Controls
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: AWS Identity and Access Management (IAM), Identity and Access Management, Google Cloud Platform, Amazon Web Services, Cloud Engineering, Virtual Private Networks (VPN), Firewall, Virtual Networking, Public Cloud, Network Architecture, Cloud Infrastructure, Cloud Computing Architecture, Cloud Services, User Accounts, General Networking, Network Infrastructure, Authentications, Network Planning And Design, Wide Area Networks, Network Routing
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Deployment, Data Cleansing, Data Transformation, Data Preprocessing, Data Storytelling, Feature Engineering, AWS SageMaker, AI Integrations, Systems Architecture, Solution Architecture, Model Optimization, Cloud Computing Architecture, Scalability, MLOps (Machine Learning Operations), System Design and Implementation, Kubernetes, Data Engineering, Cloud Infrastructure, Docker (Software), Prometheus (Software)
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Infrastructure as Code (IaC), Hybrid Cloud Computing, Cloud Management, Cloud Computing, Site Reliability Engineering, Terraform, Cloud Standards, Cloud Deployment, Multi-Cloud, System Monitoring, Security Controls, Identity and Access Management, Ansible, IT Automation, Continuous Monitoring, Zero Trust Network Access, Encryption, Disaster Recovery
Intermediate · Course · 1 - 3 Months