t-tests Courses and Certifications

Coursera

Basic Statistics in Python (Correlations and T-tests)

35 ratings at Coursera

Learn Python for basic statistics: data handling, exploratory analysis, correlations, t-tests. Analyze World Bank Science and Technology data using boxplots, scatter plots, and statistical methods.

• Coursera
• 2 hours 5 minutes
• Self-Paced
• Paid Course

American Psychological Association

t-Tests of Hypotheses About Means

Master statistical analysis techniques for comparing means through t-tests, covering one-sample, paired-samples, and independent-samples methods with practical applications in psychological research.

• Coursera
• 6 hours 6 minutes
• Self-Paced
• Paid Course

MGH Institute of Health Professions

Correlations and t-tests

Explore correlation techniques and t-tests for analyzing healthcare data relationships. Learn to measure variable connections, compare group outcomes, and interpret statistical significance using R for evidence-based decision making.

• edX
• 4 weeks, 3-6 hours/week
• Self-Paced
• Free Online Course (Audit)

Hypothesis Testing in Python

86 ratings at DataCamp

Learn how and when to use common hypothesis tests like t-tests, proportion tests, and chi-square tests in Python.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Hypothesis Testing in R

34 ratings at DataCamp

Learn how and when to use hypothesis testing in R, including t-tests, proportion tests, and chi-square tests.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Experimental Design in R

In this course you'll learn about basic experimental design, a crucial part of any data analysis.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Inference for Numerical Data in R

In this course you'll learn techniques for performing statistical inference on numerical data.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Performing Experiments in Python

Learn about experimental design, and how to explore your data to ask and answer meaningful questions.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Analyzing Survey Data in Python

Learn how to analyze survey data with Python and discover when it is appropriate to apply statistical tools that are descriptive and inferential in nature.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

UofU Data Science

Hypothesis Testing with t-Tests and p-Values - Spring 2023

Master statistical hypothesis testing through hands-on practice with t-tests and p-values, building essential skills for data-driven decision making and scientific research.

• YouTube
• 1 hour 23 minutes
• Self-Paced
• Free Video

Hypothesis Testing in R

Master statistical decision-making in R through hands-on practice with t-tests, ANOVA, chi-square, and non-parametric tests. Apply these methods to real-world data analysis scenarios.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Hypothesis Testing with Python

1 rating

Master statistical analysis through hands-on Python implementation of t-tests, Mann-Whitney U tests, ANOVA, and Chi-Square tests to make data-driven decisions and validate hypotheses.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Six Sigma Advanced Analyze Phase

991 ratings at Coursera

Dive deep into advanced Six Sigma Analyze phase techniques, including hypothesis testing and design of experiments, to enhance process improvement skills and business performance.

• Coursera
• 3 hours 59 minutes
• Self-Paced
• Paid Course

Intro to Inferential Statistics

8 ratings

Intro to Inferential Statistics will teach you how to test your hypotheses and begin to make predictions based on statistical results drawn from data!

• Udacity
• 17 hours
• Self-Paced
• Free Online Course

Academic Lesson

SPSS Tutorial for Data Analysis - SPSS for Beginners

7 ratings

Comprehensive SPSS tutorial covering various statistical analyses, from basic tests to advanced regression techniques. Ideal for beginners seeking practical data analysis skills using IBM SPSS Statistics.

• YouTube
• 2 hours 31 minutes
• Self-Paced
• Free Video