Cloud computing applications courses can help you learn cloud architecture, deployment models, data management, and security best practices. You can build skills in optimizing cloud resources, managing virtual environments, and implementing cloud-based solutions for various business needs. Many courses introduce tools like Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform, showing how these platforms support application development, data storage, and scalable computing.

Coursera
Skills you'll gain: Analytical Skills, Amazon S3, Amazon Web Services, Amazon Elastic Compute Cloud, Cloud Storage, Analysis, Public Cloud, Cloud Computing, Cloud Management, Cloud Infrastructure, Data Storage Technologies, Geospatial Information and Technology, Data Storage, Scalability, Performance Testing, Data Management, Application Lifecycle Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Model Optimization, Microsoft Azure, Prompt Engineering, Model Training, Cloud Deployment, Retrieval-Augmented Generation, Prompt Patterns, Prompt Engineering Tools, Model Evaluation, AI Workflows, Data Pipelines, Fine-tuning, Continuous Monitoring, Data Preprocessing
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Continuous Delivery, Release Management, Continuous Deployment, CI/CD, Kubernetes, Application Deployment, Cloud Deployment, Google Cloud Platform, Application Development, IT Automation, Cloud Computing
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: OpenShift, Kubernetes, Cloud-Native Computing, Cloud Deployment, Application Deployment, Cloud Applications, Cloud Management, Containerization, Scalability, Cloud Platforms, Cloud Development, Development Environment, Docker (Software), Cloud Computing, Enterprise Application Management, YAML, Virtual Networking, Configuration Management, Integrated Development Environments, Software Architecture
★ 4.6 (245) · Intermediate · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Google Gemini, Gemini, Generative AI Agents, Google Cloud Platform, Agentic systems, Agentic Workflows, AI Security, LLM Application, AI Orchestration, Model Deployment, Generative AI, AI Integrations, Cloud Security, Intranet, Identity and Access Management
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Cloud Platform, Application Performance Management, Dashboard Creation, Network Monitoring, Cloud Management, Kubernetes, System Monitoring, Cloud Applications, Performance Tuning, Query Languages, Continuous Monitoring, Network Analysis, Debugging
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Gemini, Gemini, Google Cloud Platform, Kubernetes, Cloud Infrastructure, Generative AI, Cloud Computing Architecture, Cloud Deployment, Cloud Management, Cloud Services, Application Deployment
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Data Import/Export, Database Development, Data Modeling, Database Management, Google Cloud Platform, SQL, MySQL, Data Manipulation, Data Analysis, Cloud Hosting, Cloud Computing
Intermediate · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Load Balancing, Performance Stress Testing, Google Cloud Platform, Firewall, Cloud Infrastructure, Distributed Denial-Of-Service (DDoS) Attacks, Cloud Security, Security Controls, Back-End Web Development, Front-End Web Development
Intermediate · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Model Deployment, Google Cloud Platform, Tensorflow, Cloud Deployment, Data Pipelines, MLOps (Machine Learning Operations), Kubernetes, AI Workflows, Cloud-Based Integration, Machine Learning
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: Cloud Infrastructure, Google Cloud Platform, Cloud Development, Identity and Access Management, Infrastructure As A Service (IaaS), Cloud Applications, Kubernetes, Prompt Engineering, Cloud Storage, Cloud Services, Virtual Machines, Generative AI Agents, Virtual Networking, Cloud Management, Cloud Computing, Cloud Deployment, Network Infrastructure, Containerization, Data Storage, Serverless Computing
★ 4.6 (86) · Beginner · Course · 1 - 3 Months

Rice University
Skills you'll gain: Environmental Monitoring, Water Quality, Environmental Engineering and Restoration, Water Resource Management, Hydrology, Environmental Engineering, Water Resources, Biochemistry, Environmental Science, Mathematical Modeling, Analytical Chemistry, Molecular, Cellular, and Microbiology, Microbiology, Chemistry
★ 4.8 (511) · Advanced · Course · 1 - 3 Months