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    • Hypothesis Testing

    Hypothesis Testing Courses Online

    Study hypothesis testing for statistical analysis. Learn to formulate and test hypotheses using various statistical methods.

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    Explore the Hypothesis Testing Course Catalog

    • Status: Free Trial
      Free Trial
      D

      Databricks

      Introduction to Computational Statistics for Data Scientists

      Skills you'll gain: Bayesian Statistics, Databricks, Sampling (Statistics), Statistical Modeling, Probability, Classification And Regression Tree (CART), Jupyter, Regression Analysis, Statistical Programming, Predictive Modeling, Statistical Analysis, Statistical Machine Learning, Probability Distribution, Data Science, Markov Model, Statistics, NumPy, Simulations, Mathematical Software, Statistical Inference

      4
      Rating, 4 out of 5 stars
      ·
      109 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Outbreaks and Epidemics

      Skills you'll gain: Epidemiology, Infectious Diseases, Risk Analysis, Public Health, Investigation, Public Health and Disease Prevention, Biostatistics, Laboratory Testing, Statistical Analysis, Probability & Statistics, Research Methodologies, Report Writing

      4.8
      Rating, 4.8 out of 5 stars
      ·
      753 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Machine Learning Operations (MLOps): Getting Started

      Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, DevOps, Machine Learning Software, Continuous Deployment, Machine Learning, Continuous Integration, Continuous Monitoring, Automation, Software Development Methodologies

      4
      Rating, 4 out of 5 stars
      ·
      462 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of California San Diego

      Designing, Running, and Analyzing Experiments

      Skills you'll gain: Statistical Analysis, Experimentation, Usability Testing, A/B Testing, Statistical Hypothesis Testing, Data Analysis, UI/UX Research, R Programming, User Experience, Research Design, Human Computer Interaction, Statistical Modeling

      3.6
      Rating, 3.6 out of 5 stars
      ·
      592 reviews

      Intermediate · Course · 1 - 3 Months

    • T

      The University of Sydney

      eHealth: More than just an electronic record

      Skills you'll gain: Health Technology, Health Informatics, Health Care, Electronic Medical Record, Care Coordination, Healthcare Industry Knowledge, Telehealth, Health Information Management, Patient Education and Support, Interoperability, Data Management

      4.6
      Rating, 4.6 out of 5 stars
      ·
      327 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      Imperial College London

      Introduction to Digital health

      Skills you'll gain: Health Technology, Telehealth, Health Disparities, Health Informatics, Health Care, Health Systems, Electronic Medical Record, Interoperability, Public Health, Epidemiology, Big Data, Digital Transformation, Health Information Management, Machine Learning, Artificial Intelligence

      4.5
      Rating, 4.5 out of 5 stars
      ·
      232 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      Universidad de los Andes

      ¿Cómo convertir mi idea en empresa?

      Skills you'll gain: User Feedback, Entrepreneurship, Business Development, New Business Development, Product Development, Customer Analysis, Business Planning, Market Opportunities, Product Design, Value Propositions, Needs Assessment, Customer Insights, Business Strategies, Product Testing

      4.7
      Rating, 4.7 out of 5 stars
      ·
      478 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Investments II: Lessons and Applications for Investors

      Skills you'll gain: Investments, Portfolio Management, Finance, Return On Investment, Behavioral Economics, Equities, Financial Market, Asset Management, Performance Analysis, Income Tax, Decision Making, Benchmarking

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      870 reviews

      Intermediate · Course · 1 - 3 Months

    • T

      The Hong Kong University of Science and Technology

      Introduction to Indoor Air Quality

      Skills you'll gain: HVAC, Cleanliness, Environmental Monitoring, Laboratory Testing, Occupational Safety and Health Administration (OSHA), Environmental Engineering, Environment Health And Safety, Thermal Management, Construction, Public Health and Disease Prevention, Microbiology, Chemistry

      4.7
      Rating, 4.7 out of 5 stars
      ·
      679 reviews

      Beginner · Course · 1 - 4 Weeks

    • U

      University of Illinois Urbana-Champaign

      Assessment for Learning

      Skills you'll gain: Data Mining, Education Software and Technology, Program Evaluation, Analytics, Intelligence Collection and Analysis, Data Ethics, Predictive Modeling, Data Access, Natural Language Processing

      4.7
      Rating, 4.7 out of 5 stars
      ·
      293 reviews

      Beginner · Course · 1 - 4 Weeks

    • I

      Icahn School of Medicine at Mount Sinai

      Health Care IT: Challenges and Opportunities

      Skills you'll gain: Health Technology, Healthcare Industry Knowledge, Health Informatics, Health Care Administration, Health Care, Health Information Management, Telehealth, Electronic Medical Record, Computerized Physician Order Entry, Interoperability, Emerging Technologies, Decision Support Systems, Innovation

      4.6
      Rating, 4.6 out of 5 stars
      ·
      494 reviews

      Intermediate · Course · 3 - 6 Months

    • U

      University of Maryland, College Park

      Usable Security

      Skills you'll gain: Usability, Human Computer Interaction, Authentications, Security Engineering, Usability Testing, Human Factors, Information Privacy, Personally Identifiable Information, User Interface (UI) Design, Multi-Factor Authentication, User Centered Design, Design

      4.6
      Rating, 4.6 out of 5 stars
      ·
      3.3K reviews

      Mixed · Course · 1 - 3 Months

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    In summary, here are 10 of our most popular hypothesis testing courses

    • Introduction to Computational Statistics for Data Scientists: Databricks
    • Outbreaks and Epidemics: Johns Hopkins University
    • Machine Learning Operations (MLOps): Getting Started: Google Cloud
    • Designing, Running, and Analyzing Experiments: University of California San Diego
    • eHealth: More than just an electronic record: The University of Sydney
    • Introduction to Digital health: Imperial College London
    • ¿Cómo convertir mi idea en empresa?: Universidad de los Andes
    • Investments II: Lessons and Applications for Investors: University of Illinois Urbana-Champaign
    • Introduction to Indoor Air Quality: The Hong Kong University of Science and Technology
    • Assessment for Learning: University of Illinois Urbana-Champaign

    Frequently Asked Questions about Hypothesis Testing

    While hypothesis might make you think of science, hypothesis testing is a mathematical process that involves testing data using statistics to see if there is enough evidence to support a hypothesis. A hypothesis is a belief or a proposed explanation for something that has not yet been backed up by evidence. Hypothesis testing takes the data gathered in an experiment, survey, or other collection of information and interprets it. The five steps of hypothesis testing are specifying the null hypothesis (the statement of no relationship between the factors involved), specifying the alternative hypothesis (the statement that there is a relationship between the factors involved), setting the significance level (the percentage of chance the alternative hypothesis will be accepted), calculating the test statistic and corresponding P-value (probability of obtaining the sample statistic), and drawing a conclusion.‎

    Learning hypothesis testing is important because it's what allows you to decide if something is true based on real data. If you're in marketing, for example, you can use hypothesis testing in consumer research to see how well your product is accepted by customers. If you're in the medical field, you can use it to see if a treatment has positive effects. An educational institution may be interested in determining if getting eight hours of sleep correlates with higher grades for its students. Hypothesis testing helps remove the likelihood of chance affecting a conclusion and instead backs it up with statistically significant data.‎

    Online courses on Coursera can help you learn how hypothesis testing applies to a variety of fields, including health care, business, artificial intelligence, psychology, social sciences, and machine learning. You can learn how to use specific statistical tools to conduct hypothesis testing, too, such as R, RStudio for Six Sigma, and Python. With online courses on Coursera, you also have the opportunity to learn the essential building blocks of hypothesis testing, which include choosing the right hypothesis testing tool and performing hypothesis tests using chi-square tests, correlation, t-tests, simple regression, logistic regression, and analysis of variance (ANOVA).‎

    Online Hypothesis Testing courses offer a convenient and flexible way to enhance your knowledge or learn new Hypothesis Testing skills. Choose from a wide range of Hypothesis Testing courses offered by top universities and industry leaders tailored to various skill levels.‎

    When looking to enhance your workforce's skills in Hypothesis Testing, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here.‎

    This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

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