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.

Google Cloud
Skills you'll gain: Redis, Data Import/Export, Query Languages, Data Store, Data Maintenance, Google Cloud Platform, Docker (Software), NoSQL, Data Management, Database Administration
★ 4.4 (7) · Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Cloud Storage, Virtual Machines, Scalability, Virtualization and Virtual Machines, Windows Servers, Cloud Infrastructure, Google Cloud Platform, Capacity Management, Microsoft Servers, Remote Access Systems, Network Performance Management
★ 4.7 (9) · Beginner · Project · Less Than 2 Hours

Skills you'll gain: Git (Version Control System), Version Control, GitHub, Jupyter, Python Programming, Programming Principles, Software Versioning, Data Science, Generative AI, Development Environment, Computer Programming, Data Analysis
★ 4.3 (7) · Beginner · Course · 1 - 4 Weeks

Codio
Skills you'll gain: Matplotlib, Statistical Methods, Statistical Hypothesis Testing, Plot (Graphics), Data Analysis, Statistical Analysis, Data Import/Export, Data Visualization, Data Cleansing, Probability & Statistics, Data Manipulation, Descriptive Statistics, Pandas (Python Package), Data Wrangling, Correlation Analysis, Python Programming, Programming Principles, Computer Programming, Scripting, Computational Logic
Mixed · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Looker (Software), Performance Tuning, Query Languages, Exploratory Data Analysis, Model Optimization, Data Persistence, Continuous Monitoring, Data Analysis, System Monitoring, Google Cloud Platform
Intermediate · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Kubernetes, Application Deployment, Containerization, Cloud-Native Computing, Scalability, Cloud Deployment, Google Cloud Platform, Managed Services, Cloud Platforms
★ 4.6 (18) · Beginner · Project · Less Than 2 Hours

Fred Hutchinson Cancer Center
Skills you'll gain: Responsible AI, AI Enablement, Data Ethics, Technical Management, AI Product Strategy, Technology Strategies, Artificial Intelligence, AI literacy, Business Ethics, Artificial Intelligence and Machine Learning (AI/ML), Project Management, Legal Risk, Law, Regulation, and Compliance, Ethical Standards And Conduct, Regulation and Legal Compliance, AI Integrations, Decision Making, Generative AI, Case Studies, Mitigation
★ 4.5 (25) · Beginner · Course · 1 - 3 Months

University of Illinois Urbana-Champaign
Skills you'll gain: Biotechnology, Food and Beverage, Sustainable Technologies, Biological Engineering, Scalability, Sustainable Systems, Process Engineering, Product Development, Production Process, Market Opportunities, Innovation, Market Trend, Market Analysis, Microbiology, Workforce Development, Capacity Planning
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Energy and Utilities, Mathematical Modeling, Predictive Analytics, Gemini, Laboratory Experience, Google Gemini, Model Optimization, Predictive Modeling, Data-Driven Decision-Making, Forecasting, Analytics, 3D Modeling, Simulations, Sustainable Technologies, Data Visualization, AI Integrations, Search Engine Optimization
Intermediate · Course · 1 - 4 Weeks

Amazon Web Services
Skills you'll gain: CI/CD, Continuous Integration, Application Deployment, Continuous Delivery, Continuous Deployment, Software Development, Cloud Deployment, Version Control, Git (Version Control System), DevOps, Test Automation, Unit Testing, Software Development Tools, Amazon Web Services, Devops Tools, Development Testing, Software Testing, Debugging
★ 4.8 (18) · Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Kubernetes, Docker (Software), Cloud-Native Computing, Microservices, Containerization, Application Deployment, Cloud Deployment, Google Cloud Platform, Cloud Management, Service Management, Managed Services
★ 4.3 (9) · Beginner · Project · Less Than 2 Hours

Skills you'll gain: Jenkins, CI/CD, Continuous Integration, Continuous Delivery, Continuous Deployment, Devops Tools, DevOps, Build Tools, Distributed Computing, Software Configuration Management, Containerization, Restful API, Software Installation, Security Controls, System Configuration, User Interface (UI), Authorization (Computing)
Beginner · Course · 1 - 4 Weeks