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  2. Hypothesis Testing

Hypothesis Testing Courses

Hypothesis testing courses can help you learn statistical significance, p-values, confidence intervals, and the formulation of null and alternative hypotheses. You can build skills in analyzing data sets, interpreting results, and making informed decisions based on statistical evidence. Many courses introduce tools like R, Python, and Excel, which are commonly used for conducting tests such as t-tests, chi-square tests, and ANOVA, allowing you to apply your knowledge to real data analysis tasks.

Popular Hypothesis Testing Courses and Certifications


  • C

    Coursera

    Run Inference & Hypothesis Tests

    Skills you'll gain: Statistical Inference, Statistical Hypothesis Testing, Statistical Analysis, Statistics, Data Analysis, Statistical Methods, Estimation, Stakeholder Communications, Decision Making

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    American Psychological Association

    Intro to Null Hypothesis Significance Testing with z-test

    Skills you'll gain: Statistical Hypothesis Testing, Probability & Statistics, Probability Distribution, Statistical Methods, Quantitative Research, Statistical Inference, Statistics, Sampling (Statistics), Statistical Analysis, Probability, Data Analysis, Psychology

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Advanced Quantitative Statistics with Excel

    Skills you'll gain: Regression Analysis, Microsoft Excel, Statistical Hypothesis Testing, Data-Driven Decision-Making, Data Visualization, Statistical Analysis, Data Analysis, Variance Analysis, Data Manipulation

    4.8 stars, 15 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (15) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Minitab Applied Statistics & Hypothesis Testing Mastery

    Skills you'll gain: Minitab, Process Capability, Statistical Process Controls, Statistical Hypothesis Testing, Descriptive Statistics, Statistical Analysis, Sampling (Statistics), Data Analysis Software, Statistical Visualization, Probability & Statistics, Probability Distribution, Statistics, Statistical Software, Data-Driven Decision-Making, Statistical Methods, Data Analysis, Statistical Inference, Statistical Modeling, Regression Analysis

    Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    BiteSize Stats: Hypothesis Testing for Two Samples

    Skills you'll gain: Statistical Hypothesis Testing, A/B Testing, Statistical Analysis, Statistical Methods, Statistical Inference, Business Analytics, Statistics, Sampling (Statistics), Analysis, Correlation Analysis, Data-Driven Decision-Making, Variance Analysis

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Lean Six Sigma Green Belt Professional Training

    Skills you'll gain: Process Mapping, Six Sigma Methodology, Lean Six Sigma, Quality Improvement, Lean Methodologies, Statistical Hypothesis Testing, Quality Management, Process Analysis, Process Improvement, Correlation Analysis, Kaizen Methodology, Data-Driven Decision-Making, Process Improvement and Optimization, Process Optimization, Continuous Improvement Process, Sampling (Statistics), Project Management, Data Analysis, Regression Analysis, Kanban Principles

    4.8 stars, 83 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.8 (83) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Macquarie University

    Statistics and Data Analysis with Excel

    Skills you'll gain: Data Visualization, Statistical Inference, Statistical Hypothesis Testing, Data-Driven Decision-Making, Descriptive Statistics, Statistical Analysis, Statistical Methods, Sampling (Statistics), Excel Formulas, Spreadsheet Software, Box Plots, Time Series Analysis and Forecasting, Data Analysis Software, Statistical Modeling, Advanced Analytics, Financial Forecasting, Probability Distribution, Descriptive Analytics, Variance Analysis, Predictive Modeling

    4.6 stars, 145 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (145) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IBM

    AI Workflow: Data Analysis and Hypothesis Testing

    Skills you'll gain: Data Visualization, Exploratory Data Analysis, Data Presentation, Probability Distribution, Statistical Hypothesis Testing, Dashboard Creation, Dashboard, Data Analysis, Data Science, Probability & Statistics, Statistical Methods, Statistical Analysis, Jupyter, Matplotlib, Pandas (Python Package), Statistical Inference, Statistics, Python Programming, Machine Learning

    4.3 stars, 129 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.3 (129) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apply Hypothesis Testing with Minitab for Data Analysis

    Skills you'll gain: Data Analysis Software, Statistics, Statistical Software, Data-Driven Decision-Making

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    Exploratory Data Analysis for Machine Learning

    Skills you'll gain: Exploratory Data Analysis, Feature Engineering, Statistical Methods, Data Preprocessing, Statistical Inference, Statistical Hypothesis Testing, Data Access, Statistics, Statistical Analysis, Data Analysis, Data Cleansing, Data Science, Machine Learning, Probability & Statistics, Artificial Intelligence

    4.6 stars, 2.6K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (2.6K) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Macquarie University

    Statistics and Data Analysis with Excel: Essentials

    Skills you'll gain: Sample Size Determination, Statistical Hypothesis Testing, Statistics, Descriptive Statistics, Probability & Statistics, Microsoft Excel, Data Analysis, Statistical Analysis, Statistical Inference, Statistical Methods, Spreadsheet Software, Excel Formulas, Sampling (Statistics), Data-Driven Decision-Making, Box Plots, Probability Distribution, Descriptive Analytics, Data Visualization, Data Visualization Software, Variance Analysis

    4.7 stars, 97 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (97) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • B

    Birla Institute of Technology & Science, Pilani

    Probability and Statistics

    Skills you'll gain: Data Analysis, Statistical Analysis, Statistics, Statistical Methods, Data Visualization, Predictive Modeling, Applied Mathematics

    4.3 stars, 13 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.3 (13) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
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