Statistical Inference Courses and Certifications

Introduction to SPSS

462 ratings at Udemy

An Introduction to the SPSS software program and basic descriptive and inferential statistics

• Udemy
• 1 hour 52 minutes
• Self-Paced
• Paid Course

Mathematical (Actuarial) Statistics:(Exam P/CT3/CS1)

400 ratings at Udemy

Master statistical concepts from probability theory to Bayesian analysis, covering key topics like hypothesis testing, regression, and sampling - ideal for actuarial exams and data analysis applications.

• Udemy
• 13 hours 46 minutes
• Self-Paced
• Paid Course

Statistics with R - Intermediate Level

392 ratings at Udemy

Learn advanced statistical analyses in R: correlations, t-tests, ANOVA, regression, and reliability indicators. Step-by-step guidance for parametric and non-parametric tests, with assumption checks and result interpretation.

• Udemy
• 2 hours 25 minutes
• Self-Paced
• Paid Course

Learn By Example: Statistics and Data Science in R

377 ratings at Udemy

A gentle yet thorough introduction to Data Science, Statistics and R using real life examples

• Udemy
• 9 hours 7 minutes
• Self-Paced
• Paid Course

[2022] Minitab: Master Minitab From A-Z | Minitab 19

296 ratings at Udemy

Minitab: Best Minitab course to Master Minitab Software with Theory, Examples and Case Studies | Master Minitab Software

• Udemy
• 6 hours 8 minutes
• Self-Paced
• Paid Course

2026 Pandas Bootcamp for Data Analysis with Python

261 ratings at Udemy

Master data analysis using Pandas in Python with practical examples, real datasets, and hands-on exercises

• Udemy
• 11 hours 38 minutes
• Self-Paced
• Paid Course

Stanford Seminar - Theories of Inference for Visual Analysis

Explore theories of visual inference, including uncertainty visualization, effect size judgments, and Bayesian cognition. Learn how visualizations support causal inference and model checks in data analysis.

• YouTube
• 1 hour
• Self-Paced
• Free Online Course

Statistics for Business Analytics: Data Analysis with Excel

217 ratings at Udemy

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

• Udemy
• 5 hours 36 minutes
• Self-Paced
• Paid Course

Applied Business Statistics

Master statistical analysis tools for managerial decision-making, covering descriptive and predictive modeling with real-world data sets, emphasizing practical application and interpretation over theory.

• Swayam
• Self-Paced
• Free Online Course

Probability

124 ratings at Codecademy

Learn the fundamentals of probability and how to quantify and visualize uncertainty.

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

Centre de recherches mathématiques - CRM

Statistical Frameworks for Trustworthy Machine Learning - Privacy, Uncertainty, and Online Inference

Discover advanced statistical frameworks for trustworthy ML, covering Gaussian differential privacy on manifolds and online quantile regression with uncertainty quantification.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Simons Institute

Statistical Limits of Causal Inference

Explore fundamental limits of causal effect estimation in observational data, examining personalized effects, non-smooth settings, and discrete scenarios without assuming prior causal inference knowledge.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

This course is designed to explain the fundamental of statistics.

• Stepik
• 6 hours
• Self-Paced
• Free Certificate

MA121: Introduction to Statistics

1 rating

Comprehensive exploration of statistical concepts, from data analysis to hypothesis testing and linear regression, emphasizing practical applications and critical thinking skills.

• Saylor University
• 32 hours
• Self-Paced
• Free Certificate

Modern Robotics - Configuration Space - Chapter 2

Explore configuration space fundamentals in robotics, covering degrees of freedom, topology, constraints, and workspace relationships.

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