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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


  • G

    Google Cloud

    Use Data Canvas to Visualize and Design Queries

    Skills you'll gain: Data Presentation, Data Visualization Software, Query Languages, Data Integration, Data Analysis

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    Secure Devices and Users on ChromeOS

    Skills you'll gain: Cloud Security, System Configuration, Security Controls, Hardening, Data Security, Multi-Factor Authentication, User Accounts

    Intermediate · Project · Less Than 2 Hours

  • G

    Google Cloud

    Use Go Code to Work with Google Cloud Data Sources

    Skills you'll gain: Google App Engine, Application Deployment, Google Cloud Platform, Go (Programming Language), Cloud Applications, Cloud Development, Software Testing, Data Access, Big Data, Database Application

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    Deploy Your Website on Cloud Run

    Skills you'll gain: Cloud Deployment, Kubernetes, Application Deployment, Google Cloud Platform, Docker (Software), Cloud Applications, CI/CD, Scalability, Containerization

    Beginner · Project · Less Than 2 Hours

  • C

    Coursera

    Deconstruct AI: Complex ML Problems

    Skills you'll gain: MLOps (Machine Learning Operations), Computational Thinking, Data Processing, Solution Design, Process Mapping, Data Pipelines

    Intermediate · Course · 1 - 4 Weeks

  • Status: Top AI Program
    Top AI Program
    S

    Stanford University

    AI in Healthcare

    Skills you'll gain: Feature Engineering, Healthcare Ethics, Pharmaceuticals, Data Ethics, Clinical Research, Clinical Data Management, Health Systems, Healthcare Industry Knowledge, Clinical Research Ethics, Unstructured Data, Health Care, Model Deployment, Health Informatics, Data Mining, Managed Care, Model Evaluation, Responsible AI, Applied Machine Learning, Machine Learning, Artificial Intelligence

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.5K reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    University of Toronto

    Plant Bioinformatic Methods

    Skills you'll gain: Bioinformatics, Network Analysis, Molecular Biology, Biostatistics, Biotechnology, Analysis, Informatics, Data Visualization Software, Data Analysis, Data Synthesis, Life Sciences, Statistical Methods, Data Mining, Cell Biology, Exploratory Data Analysis, Technical Communication, Data Processing, Structural Analysis, Databases, Data Collection

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.1K reviews

    Beginner · Specialization · 3 - 6 Months

  • D

    Duke University

    Introduction to Probability and Data with R

    Skills you'll gain: Sampling (Statistics), Exploratory Data Analysis, R (Software), Statistical Inference, Probability Distribution, Bayesian Statistics, R Programming, Data Analysis, Probability, Statistics, Statistical Analysis, Descriptive Statistics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    5.9K reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Build Testable Python Packages for AI

    Skills you'll gain: MLOps (Machine Learning Operations), Package and Software Management, Unit Testing, Testability, Python Programming

    Intermediate · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Psychological First Aid

    Skills you'll gain: Triage, Crisis Intervention, Active Listening, Prioritization, Rapport Building, De-escalation Techniques, Emergency Response, Psychological Evaluations, Needs Assessment, Empathy, First Aid, Resilience, Mental and Behavioral Health, Psychiatric Assessments, Compassion, Mental Health, Stress Management, Patient Referral

    4.8
    Rating, 4.8 out of 5 stars
    ·
    20K reviews

    Mixed · Course · 1 - 3 Months

  • I

    IBM

    Excel Basics for Data Analysis

    Skills you'll gain: Excel Formulas, Pivot Tables And Charts, Data Cleansing, Microsoft Excel, Spreadsheet Software, Google Sheets, Data Wrangling, Data Analysis, Data Quality, Data Manipulation, Data Integrity, Data Presentation, Data Preprocessing, Data Import/Export, Data Science

    4.7
    Rating, 4.7 out of 5 stars
    ·
    11K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Top AI Program
    Top AI Program
    D

    DeepLearning.AI

    Mathematics for Machine Learning and Data Science

    Skills you'll gain: Descriptive Statistics, Bayesian Statistics, Statistical Hypothesis Testing, Probability & Statistics, Sampling (Statistics), Probability Distribution, Linear Algebra, Statistical Inference, A/B Testing, Statistical Analysis, Applied Mathematics, NumPy, Probability, Calculus, Dimensionality Reduction, Numerical Analysis, Mathematical Modeling, Data Preprocessing, Machine Learning, Machine Learning Methods

    4.6
    Rating, 4.6 out of 5 stars
    ·
    3.2K reviews

    Intermediate · Specialization · 1 - 3 Months

1…91011…70

In summary, here are 10 of our most popular lab courses

  • Use Data Canvas to Visualize and Design Queries: Google Cloud
  • Secure Devices and Users on ChromeOS: Google Cloud
  • Use Go Code to Work with Google Cloud Data Sources: Google Cloud
  • Deploy Your Website on Cloud Run: Google Cloud
  • Deconstruct AI: Complex ML Problems: Coursera
  • AI in Healthcare: Stanford University
  • Plant Bioinformatic Methods: University of Toronto
  • Introduction to Probability and Data with R: Duke University
  • Build Testable Python Packages for AI: Coursera
  • Psychological First Aid: Johns Hopkins University

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