Statistics & Probability Courses and Certifications

Microcredential

Statistical Learning for Data Science

Gain advanced statistical learning techniques for data science, including model selection, regression, classification, and unsupervised learning. Develop skills to explain and justify models effectively.

• Coursera
• 17 weeks, 9 hours a week
• On-Demand
• Paid Course
• 3 courses

Regression and Classification

13 ratings at Coursera

Explore statistical modeling concepts, including regression, classification, and unsupervised techniques. Learn when to use specific models, how to tune them, and understand trade-offs for informed decision-making.

• Coursera
• 1 day 10 hours 49 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Statistics and Applied Data Analysis

Master statistical concepts from basics through advanced analysis, using Excel and R for data visualization, hypothesis testing, and predictive modeling across three progressive levels.

• Coursera
• On-Demand
• Paid Course
• 3 courses

Logistic Regression in R for Public Health

358 ratings at Coursera

Learn to apply logistic regression to public health data using R. Covers odds ratios, model fitting, and variable selection. Gain practical skills analyzing real-world messy datasets to predict health outcomes.

• Coursera
• 12 hours 22 minutes
• On-Demand
• Free Online Course (Audit)

Survival Analysis in R for Public Health

316 ratings at Coursera

Explore survival analysis in R using real-world health data. Learn Kaplan-Meier plots, Cox regression, and model assessment techniques to predict patient outcomes and analyze time-to-event data.

• Coursera
• 11 hours 29 minutes
• On-Demand
• Free Online Course (Audit)

CrashCourse

Statistics by CrashCourse

In 44 episodes, Adriene Hill teaches you Statistics! This course is based on the 2018 AP Statistics curriculum and introduces everything from basic descriptive statistics to data collection to hot topics in data analysis like Big Data and neural networks.

• Independent
• 9 hours
• On-Demand
• Free Video

Statistics for Business - II

5 reviews

Examine data drawn from allied fields of business such as Finance and HR, and learn how to simulate data to follow a specified distribution.

• edX
• 7 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Improving your statistical inferences

788 ratings at Coursera

Enhance statistical inference skills: interpret p-values, design experiments, control false positives, determine sample sizes, and apply Open Science principles for robust empirical research.

• Coursera
• 1 day 3 hours 36 minutes
• On-Demand
• Free Online Course (Audit)

This interactive DataCamp course complements the Coursera course Introduction to Probability and Data by Mine Çetinkaya-Rundel.

• DataCamp
• On-Demand
• Free Trial Available

Microcredential

Methods and Statistics in Social Sciences

Develop research skills for social sciences: design studies, analyze data, and interpret results. Learn quantitative and qualitative methods, basic and inferential statistics, culminating in a final research project.

• Coursera
• 43 weeks, 3 hours a week
• On-Demand
• Paid Course
• 9 courses

Inferential Statistics

593 ratings at Coursera

Explore inferential statistics, from hypothesis testing to advanced techniques like regression and ANOVA. Learn to analyze data, make inferences, and interpret results using various statistical tests.

• Coursera
• 22 hours 41 minutes
• On-Demand
• Free Online Course (Audit)

Methods and Statistics in Social Science - Final Research Project

63 ratings at Coursera

Collaborative research project covering hypothesis formulation, study design, data collection, statistical analysis, and result documentation in social sciences.

• Coursera
• 13 hours 9 minutes
• On-Demand
• Free Online Course (Audit)

Statistics: Unlocking the World of Data

2 reviews

Explore the ideas and methods behind the statistics you encounter in everyday life.

• edX
• 8 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

Become a Probability & Statistics Master

12870 ratings at Udemy

Learn everything from Probability & Statistics, then test your knowledge with 600+ practice questions

• Udemy
• 15 hours 12 minutes
• On-Demand
• Paid Course

Statistics for Business Analytics and Data Science A-Z™

12015 ratings at Udemy

Learn The Core Stats For A Data Science Career. Master Statistical Significance, Confidence Intervals And Much More!

• Udemy
• 6 hours 6 minutes
• On-Demand
• Paid Course