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.

University of California, Davis
Skills you'll gain: Prompt Engineering, Generative AI Agents, AI Workflows, Prompt Patterns, Agentic Workflows, Agentic systems, Generative AI, AI Orchestration, AI literacy, Artificial Intelligence, Responsible AI, AI Integrations, Risking, Algorithms
★ 4.7 (161) · Beginner · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Statistical Modeling, Statistical Methods, Bayesian Statistics, Statistical Inference, Statistical Software, Model Evaluation, Statistical Analysis, Statistical Programming, Regression Analysis, Predictive Modeling, Advanced Analytics, Jupyter, Logistic Regression, Exploratory Data Analysis, Correlation Analysis, Dependency Analysis, Python Programming, Data Visualization Software
★ 4.4 (715) · Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Estimation, Model Evaluation, Simulation and Simulation Software, Simulations, Laboratory Testing, Matlab, Numerical Analysis, Electric Power Systems, Mathematical Modeling, Model Optimization, Statistical Methods, Mathematical Software, Scripting, Scripting Languages, Algorithms
★ 4.7 (158) · Intermediate · Course · 1 - 3 Months

Institute for the Future
Skills you'll gain: Systems Thinking, Strategic Thinking, Brainstorming, Game Theory, Creative Thinking, Data Ethics, Dealing With Ambiguity, Collaboration, Interviewing Skills, Emerging Technologies, Strategic Planning, Innovation, Ethical Standards And Conduct, Empathy, Discussion Facilitation, Creativity
★ 4.8 (310) · Beginner · Course · 1 - 3 Months

University of California, Davis
Skills you'll gain: Social Network Analysis, Network Analysis, Data Wrangling, Social Sciences, Data Cleansing, Statistical Visualization, Data Manipulation, Data Visualization, Data Visualization Software, Predictive Analytics
★ 4.7 (243) · Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Control Systems, Machine Controls, Process Control, Manufacturing Processes, Automation Engineering, Embedded Software, Electronic Systems, Semiconductors, Laboratory Testing, Health Technology, Test Equipment, Electronics Engineering, Medical Devices, Electronic Components, Performance Tuning, Network Protocols
★ 4.6 (321) · Intermediate · Course · 1 - 3 Months

EDHEC Business School
Skills you'll gain: Portfolio Management, Portfolio Risk, Investment Management, Investments, Financial Modeling, Risk Modeling, Estimation, Statistical Methods, Bayesian Statistics, Python Programming, Risk Analysis, Correlation Analysis, Time Series Analysis and Forecasting
★ 4.7 (513) · Intermediate · Course · 1 - 4 Weeks

University of California, Davis
Skills you'll gain: Secure Coding, Software Design, System Design and Implementation, Programming Principles, Security Engineering, Program Development, Vulnerability Assessments, C (Programming Language), Software Development Methodologies
★ 4.4 (377) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Kubernetes, YAML, Microservices, Containerization, Cloud-Native Computing, Docker (Software), Devops Tools, Cloud Platforms, DevOps, Cloud Deployment, Application Deployment, General Networking, Scalability, Command-Line Interface
★ 4.8 (60) · Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Engineering, Scientific, and Technical Instruments, Embedded Systems, Embedded Software, Real Time Data, Electronics, Electronic Systems, Electronic Components, Design Specifications
★ 4.7 (258) · Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Prompt Engineering, Gemini, Google Gemini, Prompt Patterns, Multimodal Prompts, Prompt Engineering Tools, Generative AI, LLM Application, Model Optimization, Fine-tuning, Model Deployment, Prototyping
★ 4.7 (240) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Pandas (Python Package), Data Import/Export, Matplotlib, Plot (Graphics), Pivot Tables And Charts, Jupyter, Data Visualization Software, Microsoft Excel, Data Analysis, Spreadsheet Software, Text Mining, Data Wrangling, Data Access, Data Manipulation, Data Cleansing, Data Presentation, Data Processing, Data Integration, Programming Principles, Time Series Analysis and Forecasting
★ 4.7 (41) · Intermediate · Specialization · 3 - 6 Months