Lab Courses
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.
Popular Lab Courses and Certifications
Status: PreviewPeking University
Skills you'll gain: Scientific Methods, Experimentation, Molecular Biology, Research Design, Biology, Laboratory Techniques, Laboratory Equipment, Specimen Preparation, Bioinformatics, Cell Biology
Skills you'll gain: VMware ESX Servers, Virtual Local Area Network (VLAN), Network Model, Software Installation, Command-Line Interface, Network Routers, Virtualization, Network Troubleshooting, Virtual Environment, General Networking, System Configuration, User Interface (UI), Simulations, Application Programming Interface (API), System Requirements
Status: Free TrialUniversity of California San Diego
Skills you'll gain: Statistical Analysis, Experimentation, Usability Testing, A/B Testing, Statistical Hypothesis Testing, Data Analysis, UI/UX Research, R Programming, User Experience, Probability & Statistics, Human Computer Interaction, Statistics, Statistical Modeling, Regression Analysis
Skills you'll gain: Machine Learning Algorithms, Data Visualization, Dashboard, Interactive Data Visualization, Data Visualization Software, Data Presentation, Machine Learning, Scikit Learn (Machine Learning Library), Web Applications, Predictive Modeling, Data Science, Python Programming, Pandas (Python Package)
Status: Free TrialVanderbilt University
Skills you'll gain: Image Analysis, Data Visualization Software, Machine Learning Methods, Matlab, Applied Machine Learning, Scatter Plots, Dimensionality Reduction, Classification And Regression Tree (CART), Data Analysis, Histogram, Data Processing, Computer Vision, Regression Analysis, Digital Communications
Status: NewStatus: Free TrialFred Hutchinson Cancer Center
Skills you'll gain: Code Review, Version Control, GitHub, Package and Software Management, CI/CD, Continuous Integration, Open Source Technology, Development Environment, Continuous Deployment, Software Development Tools, Docker (Software), Containerization, Scientific Methods, Devops Tools, Data Sharing, Key Management, Git (Version Control System), Automation, Software Documentation, Technical Documentation
Skills you'll gain: Network Performance Management, Network Monitoring, Performance Tuning, Network Troubleshooting, Virtual Private Networks (VPN), Load Balancing, Performance Testing, Network Administration, TCP/IP, Network Engineering, Google Cloud Platform, VPN Clients, Network Analysis, Virtual Machines
Status: PreviewUniversity of Cape Town
Skills you'll gain: Descriptive Statistics, Data Literacy, Plot (Graphics), Statistical Analysis, Statistical Visualization, Statistical Programming, Biostatistics, Statistical Hypothesis Testing, Quantitative Research, Deep Learning, Regression Analysis, Data Manipulation, Machine Learning
In summary, here are 8 of our most popular lab courses
- 遗传学实验: Peking University
- Hands-on with Cisco Modeling Labs 2 (CML2): Packt
- Designing, Running, and Analyzing Experiments: University of California San Diego
- Build a Machine Learning Web App with Streamlit and Python: Coursera
- Introduction to Data, Signal, and Image Analysis with MATLAB: Vanderbilt University
- Enhancing Reproducible Science with GitHub and Docker: Fred Hutchinson Cancer Center
- Hands-On Labs in Google Cloud for Networking Engineers: Google Cloud
- Doing Clinical Research: Biostatistics with the Wolfram Language: University of Cape Town
