Statistical Analysis Courses and Certifications

Coursera Career Certificate

Advanced Survey Design & Statistical Analysis

Design market surveys with skip logic and sound sampling, run statistical tests, and build, validate and report regression models in R for market insights.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 8 courses

What Wins? Stats that Matter Most

This course offers an overview of: The importance of various categories statistically in regard to wins Scoring Turnover Margin Takeaways Methods for tracking various stats Importance of Explosive Pla

• CoachTube
• 52 minutes
• Self-Paced
• Paid Course

How to Be a Statistical Detective

Learn to spot statistical errors in medical papers using common sense, simple arithmetic, and accessible online tools.

• YouTube
• 56 minutes
• Self-Paced
• Free Video

Introduction to R and Geographical Information Systems (GIS)

Master R programming and GIS fundamentals through hands-on tutorials covering data structures, statistical modeling, and spatial analysis with practical mapping techniques.

• YouTube
• 2 hours 38 minutes
• Self-Paced
• Free Video

This interactive DataCamp course complements the Coursera course Data Analysis and Statistical Inference by Mine Çetinkaya-Rundel.

• DataCamp
• Self-Paced
• Free Trial Available

Inferential Statistical Analysis with Python

938 ratings at Coursera

Estimate population parameters and test hypotheses in Python: construct confidence intervals for five parameter types, analyze categorical and quantitative data with Statsmodels, Pandas, and Seaborn.

• Coursera
• 4 weeks, 5 hours a week
• Self-Paced
• Paid Course

Statistical Analysis using SPSS for Beginners

Learn to use SPSS to manage research data, perform core statistical tests, and interpret results.

• Swayam
• 8 weeks
• Available until Oct 31, 2026
• Free Online Course

Career Certificate

Data Analytics Certificate

1251 ratings at Noble Desktop

Hands-on training for aspiring data and business analysts, using real-world projects to practice data analysis, visualization, and statistical techniques.

• Noble Desktop
• 156 hours
• Self-Paced
• $4,995.00

Técnicas Cuantitativas y Cualitativas para la Investigación

43 ratings

El curso pretende acercar al alumno al método científico y, en concreto, cómo éste se aplica al estudio y análisis de los métodos de casos.

• edX
• 6 weeks, 2-3 hours a week
• Self-Paced
• Free Online Course (Audit)

Career Certificate

Data Science Fundamentals with Python and SQL

75476 ratings at Coursera

Build the foundations of data science: program in Python, apply statistical analysis, and query relational databases with SQL using open source tools and real data sets.

• Coursera
• 8 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 5 courses

Career Certificate

Statistical Analysis with R for Public Health

2089 ratings at Coursera

Analyze public health data in R — fruit and vegetable intake and cancer, diabetes risk factors, heart failure survival — with linear regression, logistic regression and survival analysis.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 4 courses

VinAI

Independent Finite Approximations for Bayesian Nonparametric Inference

Explore independent finite approximations for Bayesian nonparametric inference, comparing them to truncated finite approximations and analyzing their performance in real-world applications.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Multivariate Hypothesis: Covariance and Correlation

Explore the concepts of covariance and correlation in multivariate hypothesis testing, understanding their statistical relationships and applications.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Interaction Among Variables

Explore the concept of interaction among variables and understand how different variables influence each other in statistical analysis.

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

NPTEL-NOC IITM

Multivariate Hypothesis: Paired vs Unpaired Testing

Explore the differences between paired and unpaired testing in multivariate hypothesis analysis, understanding when to apply each method.

• YouTube
• 10 minutes
• Self-Paced
• Free Video