Statistical Inference Courses and Certifications

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

Fundamentals of Statistics & Research Methodology for Management & Social Sciences.

Master statistical analysis and research methodology fundamentals for management and social sciences, including SPSS data analysis and ethical research practices.

• Swayam
• 6 weeks
• Self-Paced
• Free Online 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

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

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

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

Career Certificate

Fundamental Math for Data Science

Master essential mathematical foundations including probability, statistics, linear algebra, and calculus to excel in data science applications.

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

STAT 415: Introduction to Mathematical Statistics

Theoretical exploration of statistical inference, covering estimation, hypothesis testing, regression, ANOVA, chi-square tests, and nonparametric methods. Develops understanding of advanced statistical concepts and techniques.

• OPEN.ED@PSU
• Self-Paced
• Free Online Course