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.

Google Cloud
Skills you'll gain: CI/CD, MLOps (Machine Learning Operations), Apache Airflow, Google Cloud Platform, Tensorflow, Data Pipelines, Metadata Management, Kubernetes, AI Orchestration, AI Workflows, Model Deployment, PyTorch (Machine Learning Library), Containerization, Model Evaluation
Advanced · Course · 1 - 3 Months

Skills you'll gain: AWS SageMaker, Responsible AI, Artificial Intelligence, Machine Learning, Prompt Engineering, Amazon Web Services, Model Deployment, Supervised Learning, Computer Vision, Image Analysis, Model Evaluation, Unsupervised Learning, Data Preprocessing, Natural Language Processing, Deep Learning, Reinforcement Learning
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Cloud-Based Integration, Real Time Data, Data Pipelines, Apache Spark, Data Integration, Data Transformation, Data Wrangling, Data Analysis, Data Visualization, Data Management
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Command-Line Interface, Google Cloud Platform, Cloud Management, Linux Commands, Cloud Storage, Red Hat Enterprise Linux, Virtual Machines, Software Installation
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Identity and Access Management, Cloud Security, Google Cloud Platform, Security Controls, Cloud Computing, Role-Based Access Control (RBAC), Virtual Private Networks (VPN), Firewall, Virtual Networking, Network Security, Multi-Factor Authentication, Load Balancing
Intermediate · Course · 1 - 3 Months

Alibaba Cloud Academy
Skills you'll gain: Cloud Management, Cloud-Native Computing, Kubernetes, Cloud Computing, DevOps, Cloud Platforms, Containerization, Application Deployment, Cloud Security, Serverless Computing, Data Migration, Scalability
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Cost Control, Google Cloud Platform, Cloud Management, Cost Management, Budget Management, Cost Reduction, Expense Management, Cloud Storage, System Monitoring, Virtual Machines, Serverless Computing, Resource Allocation, Resource Management
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Responsible AI, Generative AI, Prompt Patterns, AI Enablement, Risking, System Support, Data Ethics, System Monitoring, Technical Communication, Model Evaluation, Strategic Planning
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Cloud Platform, Dashboard, Billing, Billing Systems, Cost Management, Google Sheets, Resource Management, Expense Management, Cloud Management, Accounting and Finance Software, Organizational Structure, Identity and Access Management, Configuration Management
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Terraform, Data Validation, Infrastructure as Code (IaC), Acceptance Testing, Google Cloud Platform, Security Controls
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: Model Deployment, Cloud Deployment, Google Cloud Platform, Serverless Computing, Generative AI, Application Deployment, Containerization, Machine Learning Methods, Performance Tuning, Scalability
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: CI/CD, Kubernetes, Continuous Deployment, Continuous Integration, Google Cloud Platform, Test Automation, Containerization, Cloud Development, Git (Version Control System)
Intermediate · Project · Less Than 2 Hours