Statistics & Probability Courses and Certifications

Regression and Classification

16 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 50 minutes
• On-Demand
• Paid Course

Measurement Systems Analysis

10 ratings at Coursera

Analyze measurement systems for process stability and capability, covering continuous and discrete data analysis, ANOVA, correlation, and decision-making for process improvement using R software.

• Coursera
• 16 hours 56 minutes
• On-Demand
• Paid Course

Probability Theory

12 ratings at edX

This course provides an introduction to probability theory. You will encounter discrete and continuous random variables and learn in which situations they appear, what their properties are and how they interact.

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

Resampling, Selection and Splines

Explore advanced statistical learning techniques for data science, including resampling methods, model optimization, and non-linear approaches to enhance prediction accuracy and interpretability.

• Coursera
• 15 hours 56 minutes
• On-Demand
• Paid Course

Statistics for Business Analytics: Data Analysis with Excel

200 ratings at Udemy

Improve your Statistics & Analysis Skills. Enhance your Business and Data Analytics with Statistical Modelling & Excel.

• Udemy
• 5 hours 35 minutes
• On-Demand
• Paid Course

Decision Making Under Uncertainty: Introduction to Structured Expert Judgment

Don't let the absence of data or the lack of appropriate data affect your decision-making. In this introductory course you will discover the theory behind Structured Expert Judgment.

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

Statistics

This course provides an overview of bachelor-level statistics. You will review the concepts of descriptive and inferential statistics. You will use the statistical software package R on real data to gain insight in these topics.

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

Statistics for Data Science, Data and Business Analysis 2025

194 ratings at Udemy

Master Statistics for Data Science, Probability and Statistics, and excel in careers of Data Science & Business Analysis

• Udemy
• 5 hours
• On-Demand
• Paid Course

Statistics for healthcare professionals

194 ratings at Udemy

A step by step course to understand the logic of medical statistics and master data analysis using SPSS and Jamovi softw

• Udemy
• 3 hours 50 minutes
• On-Demand
• Paid Course

Selected Topics on Discrete Choice

Explore advanced discrete choice modeling techniques, including MEV models, sampling methods, mixtures, latent variables, panel data analysis, and comparisons with machine learning approaches.

• edX
• 6 weeks, 5-6 hours a week
• On-Demand
• Free Online Course (Audit)

Master Statistics for Data Science and Business Analysis

170 ratings at Udemy

Master foundational statistical concepts and their practical applications in data science and business analysis, from central tendency to probability theorems and data classification.

• Udemy
• 7 hours 48 minutes
• On-Demand
• Paid Course

Statistics 2026 A-Z™: For Data Science with Both Python & R

166 ratings at Udemy

Beginner to Expert Guide for Data Science and Business Analysis with Case Studies and Hands-on Exercise Using Python & R

• Udemy
• 15 hours 18 minutes
• On-Demand
• Paid Course

Statistics for AI Data Science and Business Analysis - 2026

165 ratings at Udemy

Statistics you need at the Project : Descriptive and Inferential statistics, Hypothesis testing, Regression analysis

• Udemy
• 1 day 2 hours 18 minutes
• On-Demand
• Paid Course

Qualitative Comparative Analysis (QCA)

161 ratings at Coursera

QCA is a comparative method that is mainly used in the social sciences for the assessment of cause-effect relations (i.e. causation). The course is designed for people who have no or little experience with QCA.

• Coursera
• 1 day 2 hours 38 minutes
• On-Demand
• Paid Course

Learn Statistics & Biostatistics Data Analysis From Scratch

161 ratings at Udemy

Learn fundamentals of statistics and bio statistics from very basic to upward with R-Programming (Coding Exercise)

• Udemy
• 10 hours 23 minutes
• On-Demand
• Paid Course