Lab courses can help you learn experimental design, data collection techniques, statistical analysis, and safety protocols. You can build skills in critical thinking, problem-solving, and precise documentation practices. Many courses introduce tools like laboratory software, data analysis programs, and equipment for conducting experiments, that support analyzing results and drawing conclusions.

Coursera
Skills you'll gain: MLOps (Machine Learning Operations), Computational Thinking, Systems Design, Software Architecture, Data Processing, Process Modeling, Code Reusability, Solution Design, Diagram Design, Process Mapping, Data Pipelines
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Cloud Storage, Cloud Infrastructure, Cloud Computing, Virtual Machines, Data Storage, Data Management
Beginner · Project · Less Than 2 Hours

Skills you'll gain: OAuth, Authentications, Cloud Security, Authorization (Computing), Identity and Access Management, Google Cloud Platform, Cloud Management, Proxy Servers
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: Data Migration, Database Administration, Database Software, Google Cloud Platform, PostgreSQL, Operational Databases, Data Validation, Data Integrity, Virtual Private Networks (VPN)
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Google Cloud Platform, Metadata Management
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: MLOps (Machine Learning Operations), Feature Engineering, Model Optimization, Model Training, Workflow Management, Predictive Modeling
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Multiprotocol Label Switching, Routing Protocols, Network Routing, Network Troubleshooting, Network Performance Management, Network Routers, Network Infrastructure, Computer Networking, Network Protocols, Network Engineering, Interoperability, Network Model, Telecommunications, Verification And Validation
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Google Cloud Platform, Cloud Security, Network Security, Cloud Management, Network Administration, Firewall, Virtual Networking, Data Migration
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: Integration Testing, Middleware, Enterprise Architecture, Process Driven Development, Business Process Automation, Software Installation, Process Modeling, System Configuration
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Interviewing Skills, LinkedIn, Portfolio Management, Dashboard, Responsible AI, Jira (Software), Project Management Software, Automation, Agile Methodology, Issue Tracking, Agile Project Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Capacity Management, Feasibility Studies, Project Planning, Project Schedules, Team Performance Management, Project Controls, Agile Project Management, Project Risk Management, Resource Planning, Agile Methodology, Regulatory Requirements
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Load Balancing, Private Cloud, Google Cloud Platform, Cloud-Based Integration, System Configuration, Cloud Services
Beginner · Project · Less Than 2 Hours