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    Lab Courses Online

    Learn laboratory techniques for scientific research. Understand lab safety, equipment usage, and experimental procedures.

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    Get in-depth knowledge of a subject by completing a series of courses and projects.

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    Explore the Lab Course Catalog

    • D

      DeepLearning.AI

      Calculus for Machine Learning and Data Science

      Skills you'll gain: Applied Mathematics, Calculus, Numerical Analysis, Mathematical Modeling, Machine Learning, Python Programming, Regression Analysis, Artificial Neural Networks, Deep Learning, Derivatives

      4.8
      Rating, 4.8 out of 5 stars
      ·
      845 reviews

      Intermediate · Course · 1 - 4 Weeks

    • D

      DeepLearning.AI

      Linear Algebra for Machine Learning and Data Science

      Skills you'll gain: Linear Algebra, NumPy, Dimensionality Reduction, Machine Learning Methods, Jupyter, Data Manipulation, Data Science, Applied Mathematics, Python Programming, Image Analysis, Artificial Intelligence

      4.6
      Rating, 4.6 out of 5 stars
      ·
      2K reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      I

      IBM

      Generative AI for Educators

      Skills you'll gain: Prompt Engineering, ChatGPT, Generative AI, AI Personalization, Education Software and Technology, OpenAI, Data Ethics, Large Language Modeling, Artificial Intelligence, Program Development, Image Analysis, Content Creation, Ethical Standards And Conduct, Virtual Environment, Information Privacy, Diversity Awareness, Data Security

      4.7
      Rating, 4.7 out of 5 stars
      ·
      6.5K reviews

      Beginner · Specialization · 1 - 3 Months

    • M

      McMaster University

      DNA Decoded

      Skills you'll gain: Molecular Biology, Medical Science and Research, Biochemistry, Laboratory Testing, Biology, Microbiology, Science and Research

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1.3K reviews

      Intermediate · Course · 1 - 4 Weeks

    • D

      Duke University

      Inferential Statistics

      Skills you'll gain: Statistical Hypothesis Testing, Statistical Inference, Statistical Reporting, Statistical Methods, R Programming, Statistical Software, Statistical Analysis, Probability & Statistics, Data Literacy, Sampling (Statistics), Probability Distribution, Software Installation

      4.8
      Rating, 4.8 out of 5 stars
      ·
      2.7K reviews

      Beginner · Course · 1 - 3 Months

    • D

      DeepLearning.AI

      Probability & Statistics for Machine Learning & Data Science

      Skills you'll gain: Descriptive Statistics, Bayesian Statistics, Statistical Hypothesis Testing, Probability & Statistics, Sampling (Statistics), Probability Distribution, Probability, Statistical Inference, A/B Testing, Statistical Analysis, Statistical Machine Learning, Data Science, Exploratory Data Analysis, Statistical Visualization

      4.6
      Rating, 4.6 out of 5 stars
      ·
      560 reviews

      Intermediate · Course · 1 - 4 Weeks

    • D

      DeepLearning.AI

      AI for Good

      Skills you'll gain: Disaster Recovery, Data Analysis, Jupyter, Exploratory Data Analysis, Image Analysis, Data Ethics, Statistical Analysis, Emergency Response, Artificial Intelligence, Machine Learning, Predictive Modeling, Applied Machine Learning, Mitigation, Text Mining, Environmental Monitoring, Natural Language Processing, Unstructured Data, Deep Learning, Data Processing, Forecasting

      4.7
      Rating, 4.7 out of 5 stars
      ·
      462 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free
      Free
      D

      Duke University

      Nanotechnology: A Maker’s Course

      Skills you'll gain: Prototyping, Engineering, Scientific, and Technical Instruments, Semiconductors, Chemistry, Manufacturing Processes, Laboratory Equipment, Micrometer, Laboratory Experience, Physics

      4.8
      Rating, 4.8 out of 5 stars
      ·
      3K reviews

      Mixed · Course · 1 - 3 Months

    • I

      IBM

      Generative AI for Project Managers

      Skills you'll gain: Prompt Engineering, ChatGPT, Generative AI, OpenAI, Project Management, Workflow Management, Project Management Life Cycle, Large Language Modeling, Team Building, Project Planning, Microsoft Copilot, Artificial Intelligence, Program Development, Project Documentation, Risk Management, Business Ethics, Image Analysis, Content Creation, Virtual Environment

      4.7
      Rating, 4.7 out of 5 stars
      ·
      6.6K reviews

      Intermediate · Specialization · 1 - 3 Months

    • G

      Google Cloud

      Introduction to Docker

      Skills you'll gain: Docker (Software), Containerization, Google Cloud Platform, Devops Tools

      4.3
      Rating, 4.3 out of 5 stars
      ·
      83 reviews

      Beginner · Project · Less Than 2 Hours

    • U

      University of Michigan

      Understanding and Visualizing Data with Python

      Skills you'll gain: Sampling (Statistics), Data Visualization, Statistics, Matplotlib, Statistical Visualization, Probability & Statistics, Jupyter, Statistical Methods, Data Visualization Software, Data Analysis, Statistical Analysis, Exploratory Data Analysis, Descriptive Statistics, Statistical Inference, Data Collection, NumPy, Histogram, Python Programming

      4.7
      Rating, 4.7 out of 5 stars
      ·
      2.7K reviews

      Beginner · Course · 1 - 4 Weeks

    • U

      University of California San Diego

      Drug Development

      Skills you'll gain: Clinical Trials, Clinical Research, Pharmaceuticals, Regulatory Affairs, Pharmacology, Medical Science and Research, Health Care Procedure and Regulation, Commercialization, Patient Safety

      4.7
      Rating, 4.7 out of 5 stars
      ·
      2.4K reviews

      Beginner · Course · 1 - 3 Months

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

    • Calculus for Machine Learning and Data Science: DeepLearning.AI
    • Linear Algebra for Machine Learning and Data Science: DeepLearning.AI
    • Generative AI for Educators: IBM
    • DNA Decoded: McMaster University
    • Inferential Statistics: Duke University
    • Probability & Statistics for Machine Learning & Data Science: DeepLearning.AI
    • AI for Good: DeepLearning.AI
    • Nanotechnology: A Maker’s Course: Duke University
    • Generative AI for Project Managers: IBM
    • Introduction to Docker: Google Cloud

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