Statistics & Probability Courses and Certifications

Introduction to Statistics: Certificate Program

A compact introduction to statistical analysis spanning data summaries, probability distributions, regression and correlation, and sampling.

• Study.com
• 14 hours 48 minutes
• Self-Paced
• Paid Course

Introduction to Statistics Textbook

An introduction to statistics covering data summaries and plots, probability distributions, sampling, and regression and correlation.

• Study.com
• 14 hours 48 minutes
• Self-Paced
• Paid Course

Statistics for Teachers: Professional Development

Refresh statistics, data analysis, and probability knowledge through teacher-focused professional development covering sampling, distributions, and regression.

• Study.com
• 14 hours 48 minutes
• Self-Paced
• Paid Course

Data Analysis for Social Scientists

Learn probability, estimation, hypothesis testing, regression, instrumental variables, randomized experiments, and data visualization in R to answer social, economic, and policy questions.

• MIT OpenCourseWare
• Self-Paced
• Free Online Course

Statistics: Unlocking the World of Data

2 ratings

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

• edX
• 8 weeks, 4-6 hours a week
• Self-Paced
• Free Certificate

Statistics Fundamentals

A concept-focused overview of statistical distributions, inference, hypothesis testing, correlation, sampling, and maximum likelihood.

• YouTube
• 8 hours
• Self-Paced
• Free Video

The Royal Institution

How Science is Taking the Luck out of Gambling

A history of how gambling helped shape probability, game theory, chaos theory, and artificial intelligence.

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

Wrath of Math

Introduction to Statistics - AP Statistics Curriculum and Beyond

Master statistical concepts from data visualization to hypothesis testing through comprehensive AP Statistics curriculum coverage.

• YouTube
• 3 hours 14 minutes
• Self-Paced
• Free Video

Math with Mr. J

Statistics - Frequency Tables, Dot Plots, and Stem-and-Leaf Plots

Master frequency tables, dot plots, and stem-and-leaf plots while learning to calculate mean, median, mode, and range from various data representations.

• YouTube
• 3 hours 52 minutes
• Self-Paced
• Free Video

MySecretMathTutor

Introduction to Statistics - Fundamentals and Data Analysis

Master fundamental statistical concepts including data visualization, sampling methods, descriptive statistics, and calculator techniques for real-world analysis.

• YouTube
• 3 hours 25 minutes
• Self-Paced
• Free Video

Career Certificate

Statistics, Confidence Intervals and Hypothesis Tests

Build your knowledge of statistics concepts and methodologies

• edX
• 8 weeks, 6-10 hours a week
• Self-Paced
• $448.00
• 2 courses

Análisis estadístico con Excel

149 ratings

Este curso en línea entrega al estudiante los conocimientos fundamentales de estadística para el análisis de datos, tanto a nivel personal como empresarial.

• edX
• 4 weeks, 3-5 hours a week
• Self-Paced
• Free Online Course (Audit)

• Best of All Time

Statistics for Machine Learning

Learn the statistical concepts behind machine learning.

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

Career Certificate

Applied Data Science with Python

19754 ratings at Simplilearn

Learn Python's tools and techniques for data science, working through applied data science workflows and advanced statistics.

• Simplilearn
• 5 weeks
• Self-Paced
• Paid Course

Career Certificate

Machine Learning using Python

15203 ratings at Simplilearn

Learn machine learning with Python: analyze data, build models, implement algorithms, and work through advanced statistics with step-by-step tutorials.

• Simplilearn
• 4 weeks
• Self-Paced
• Paid Course