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: Prometheus (Software), Version Control, Git (Version Control System), Docker (Software), Kubernetes, CI/CD, Containerization, DevOps, YAML, Grafana, GitHub, Devops Tools, Linux Commands, Linux, Cloud Infrastructure, Continuous Integration, Amazon Web Services, Linux Administration, Linux Servers, Software Versioning
Intermediate · Specialization · 3 - 6 Months

Amazon Web Services
Skills you'll gain: Amazon Web Services, Virtual Networking, AWS Identity and Access Management (IAM), Load Balancing, Identity and Access Management
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), AI Workflows, Applied Machine Learning, Model Optimization, Data Pipelines, Responsible AI, Statistical Modeling
Intermediate · Course · 1 - 4 Weeks

Amazon Web Services
Skills you'll gain: .NET Framework, Cloud Development, Amazon Web Services, Microsoft Development Tools, Microsoft Visual Studio, Cloud Applications, Application Frameworks, Integrated Development Environments, Software Development Tools, Cloud Deployment, Cloud-Based Integration
Mixed · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Model Deployment, Docker (Software), Containerization, Cloud Deployment, Application Deployment, MLOps (Machine Learning Operations), Hugging Face, Generative AI, Cloud Computing Architecture, Serverless Computing, Cloud Hosting, Cloud Technologies, Cloud Platforms, Security Controls, System Monitoring, Configuration Management, Release Management, Infrastructure Security, Continuous Monitoring, Application Performance Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: MLOps (Machine Learning Operations), Feature Engineering, Model Optimization, AWS Kinesis, Fraud detection, Amazon Web Services, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Data Cleansing, Data Processing, Data Wrangling, Data Integrity, Machine Learning, Machine Learning Algorithms, Data Modeling, Supervised Learning, Data Mining, Random Forest Algorithm, Data Management, Unsupervised Learning
Intermediate · Specialization · 3 - 6 Months

Pragmatic AI Labs
Skills you'll gain: Agile Methodology, Technical Communication, Agile Software Development, Sprint Retrospectives, Software Development Methodologies, Agile Project Management, Amazon Bedrock, Claude Code, Agile Product Development, Serverless Computing, Anthropic Claude, Project Design, DevOps, Artificial Intelligence, Devops Tools, Agentic systems, Test Automation, Software Design, Automation, Rust (Programming Language)
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Amazon Redshift, Data Import/Export, Data Modeling, Data Migration, Data Architecture, Database Architecture and Administration, Database Design, AWS Identity and Access Management (IAM), Data Warehousing, Identity and Access Management, Google Cloud Platform, SQL, Real Time Data
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Leaflet (Software), Data Visualization, Extract, Transform, Load, Interactive Data Visualization, Datamaps, Data Pipelines, Data Presentation, Dashboard Creation, Spatial Data Analysis, Heat Maps, Apache Airflow, GIS Software, Geographic Information Systems, Geospatial Information and Technology, Metadata Management, Data Mapping, Spatial Analysis, Technical Documentation, Geospatial Mapping, Cloud Computing
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Terraform, Azure Active Directory, Kubernetes, CI/CD, Azure DevOps Pipelines, Infrastructure as Code (IaC), Cloud Management, Azure DevOps, Cloud Infrastructure, Containerization, Microsoft Azure, Continuous Integration, Multi-Cloud, Cloud Deployment
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Cloud Computing Architecture, Cloud Applications, Software Architecture, Solution Architecture, Cloud Computing, Systems Design, Scalability, Cloud Infrastructure, System Design and Implementation, Distributed Computing, Web Applications, Cloud Security, Live Streaming, Cloud Storage, Functional Requirement, Amazon Web Services, Requirements Analysis, Real Time Data, Algorithms, Data Storage
Intermediate · Course · 3 - 6 Months

Pragmatic AI Labs
Skills you'll gain: Prompt Engineering, Prompt Patterns, Amazon Bedrock, Token Optimization, Prompt Engineering Tools, Rust (Programming Language), Agentic Workflows, Process Modeling, AI Workflows, Natural Language Processing, LLM Application, Large Language Modeling, Generative AI, Data Pipelines, Command-Line Interface, Agentic systems, Version Control
Beginner · Course · 1 - 4 Weeks