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.

Skills you'll gain: Model Training, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Machine Learning Algorithms, AWS SageMaker, Responsible AI, Applied Machine Learning, Model Optimization, Artificial Intelligence, Machine Learning, Prompt Engineering, Amazon Bedrock, Amazon Web Services, Data Ethics, Model Deployment, Supervised Learning, Computer Vision, AI Workflows, AI literacy, Image Analysis
★ 5 (14) · Beginner · Course · 1 - 4 Weeks

Edureka
Skills you'll gain: Identity and Access Management, Query Languages, Data Management, User Provisioning, Cloud Storage, Database Architecture and Administration, Cloud Computing Architecture, Serverless Computing
Intermediate · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Prompt Engineering, Databricks, Large Language Modeling, Model Deployment, LLM Application, Generative AI, Retrieval-Augmented Generation, Generative Model Architectures, Apache Airflow, Hugging Face, Amazon Bedrock, Vector Databases, Data Lakes, ChatGPT, Extract, Transform, Load, OpenAI, MLOps (Machine Learning Operations), Performance Tuning, Prompt Patterns, OpenAI API
★ 4.4 (341) · Beginner · Specialization · 3 - 6 Months
Duke University
Skills you'll gain: Pandas (Python Package), Bash (Scripting Language), Version Control, Jupyter, Linux Commands, Git (Version Control System), Shell Script, Linux, Web Scraping, Linux Administration, Data Manipulation, MySQL, Microservices, AWS SageMaker, SQL, JSON, Command-Line Interface, Python Programming, Big Data, Data Science
★ 4.5 (484) · Beginner · Specialization · 3 - 6 Months

University of Illinois Urbana-Champaign
Skills you'll gain: Internet Of Things, Embedded Software, Security Controls, Wireless Networks, Network Protocols, Infrastructure Security, Emerging Technologies, Data Science, Embedded Systems, Network Infrastructure, General Networking, Network Planning And Design, Amazon Web Services, Middleware, Communication Systems, Health Technology, Cloud Platforms, Digital Communications, Hardware Architecture, Computing Platforms
★ 4.7 (531) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Amazon Web Services, Google Cloud Platform, Kubernetes, Cloud Storage, Amazon S3, Hybrid Cloud Computing, Cloud-Native Computing, Containerization, Application Deployment, Multi-Cloud, Cloud Deployment, Data Storage, Network Architecture, SQL, Relational Databases
Intermediate · Course · 1 - 4 Weeks

Amazon Web Services
Skills you'll gain: Application Deployment, Cloud Deployment, Amazon Web Services, Serverless Computing, Cloud-Native Computing, Cloud Applications, Containerization
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Model Optimization, Model Training, Model Deployment, Cloud Deployment, Amazon Elastic Compute Cloud, Model Evaluation, Classification Algorithms, Continuous Deployment, Continuous Integration, Predictive Modeling, Debugging
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Amazon S3, Cloud Solutions, Cloud Computing, Cloud Applications, Serverless Computing, Amazon Web Services, Cloud Computing Architecture, AWS Identity and Access Management (IAM), File Management, Data Storage, DevOps
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: WordPress, Cloud Hosting, Frontend Performance, Performance Tuning, Amazon Web Services, Content Management Systems, Cloud Deployment, Remote Access Systems, Web Servers, Servers, Database Management, Scalability, Systems Administration, System Configuration, Image Quality
★ 4.5 (14) · Beginner · Course · 1 - 4 Weeks

Packt
Skills you'll gain: Amazon DynamoDB, Amazon Web Services, NoSQL, Database Development, Database Management, Query Languages, Database Design, Development Environment, Command-Line Interface, Software Development Tools, Performance Tuning, Scalability, Capacity Management, Software Installation
Intermediate · Course · 1 - 3 Months

Amazon Web Services
Skills you'll gain: VPN Clients, Virtual Private Networks (VPN), Amazon Web Services, Network Protocols, Network Security, Remote Access Systems, Virtual Networking, Command-Line Interface, Control Panels, End User Training and Support, Endpoint Security
Mixed · Course · 1 - 4 Weeks