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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


  • C

    Coursera

    Deconstruct AI: Complex ML Problems

    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

    Category: New
    New
    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • C

    Coursera

    ML: Build, Train, Justify Models

    Skills you'll gain: Model Training, Predictive Modeling, Applied Machine Learning, Machine Learning Methods, Statistical Machine Learning, Supervised Learning, Scikit Learn (Machine Learning Library), Statistical Modeling, Technical Communication

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • D

    Duke University

    Introduction to Probability and Data with R

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

    ★ 4.7 (5.9K) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • E

    Edureka

    Metadata Management and Data Catalogs

    Skills you'll gain: Metadata Management, Data Governance, Dependency Analysis, Data Management, Data Modeling, Personally Identifiable Information, Data Security, Data Quality, Data Compilation, Data Processing, Data Presentation, Automation, Docker (Software), Application Programming Interface (API), Application Lifecycle Management

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
    Category: Credit offered
    Credit offered
  • C

    Coursera

    Build Testable Python Packages for AI

    Skills you'll gain: MLOps (Machine Learning Operations), Package and Software Management, Unit Testing, Code Reusability, Testability, Software Design, Python Programming, AI Workflows, Test Script Development, Test Case, Test Tools

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • C

    Coursera

    Debug ML Code: Fix, Trace & Evaluate

    Skills you'll gain: Regression Testing, Debugging, Unit Testing, Test Case, Code Review, Root Cause Analysis, Software Documentation

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • C

    Coursera

    Measure Brand Buzz

    Skills you'll gain: Brand Awareness, Social Media Marketing, Crisis Management, Social Media Analytics, Brand Marketing, Social Media, Branding, Brand Management, Advertising Campaigns, Brand Strategy, Brand Loyalty, Customer Insights, Case Studies, Marketing Strategies, Business Metrics, Qualitative Research, Real Time Data, Analysis

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • C

    Coursera

    Analyze, Engineer, and Boost AI ROI

    Skills you'll gain: Feature Engineering, Data Analysis, Return On Investment, Data Storytelling, Performance Measurement, Business Metrics, Statistical Inference

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • I

    Imperial College London

    Mission Led Innovation: Designing a Sustainable Future

    Skills you'll gain: Creativity, Innovation, Design Thinking, Sustainable Design, Research and Design, Solution Design, Sustainable Development, Social Impact, Scalability, Business Architecture, Systems Thinking, Human Centered Design, Sustainable Systems, Prototyping, Environmental Issue

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
    Category: Credit offered
    Credit offered
  • U

    University of Toronto

    Plant Bioinformatic Methods

    Skills you'll gain: Bioinformatics, Network Analysis, Laboratory Reports, Molecular Biology, Research Reports, Molecular, Cellular, and Microbiology, Biology, R (Software), Correlation Analysis, Informatics, Data Visualization Software, Biotechnology, Scientific Visualization, Network Model, Data Analysis Software, Data Synthesis, Life Sciences, Data Analysis, Microbiology, Analysis

    ★ 4.7 (2.1K) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
  • J

    John Wiley & Sons

    Management Skills for New and Emerging Leaders

    Skills you'll gain: Productivity, Constructive Feedback, Meeting Facilitation, People Development, Strategic Thinking, Employee Coaching, Leadership and Management, Team Performance Management, Organizational Change, Time Management, Leadership Development, Prioritization, Team Leadership, Coaching, Change Management, Leadership, Drive Engagement, Professional Development, Team Management, People Management

    Beginner · Course · 3 - 6 Months

    Category: New
    New
    Category: Preview
    Preview
    Category: Credit offered
    Credit offered
  • C

    Coursera

    Architect AI Systems: From Concept to Code

    Skills you'll gain: Systems Architecture, AI Workflows, Process Modeling, Model Based Systems Engineering, System Design and Implementation, Systems Analysis, Enterprise Modeling, Model Training, Diagram Design, Dataflow, MLOps (Machine Learning Operations), Requirements Management

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
    Category: Credit offered
    Credit offered
1…101112…70

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

  • Deconstruct AI: Complex ML Problems: Coursera
  • ML: Build, Train, Justify Models: Coursera
  • Introduction to Probability and Data with R: Duke University
  • Metadata Management and Data Catalogs: Edureka
  • Build Testable Python Packages for AI: Coursera
  • Debug ML Code: Fix, Trace & Evaluate: Coursera
  • Measure Brand Buzz: Coursera
  • Analyze, Engineer, and Boost AI ROI: Coursera
  • Mission Led Innovation: Designing a Sustainable Future: Imperial College London
  • Plant Bioinformatic Methods: University of Toronto

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