Statistics & Probability Courses and Certifications

Probability and Statistics

An introduction to probability and statistics spanning random variables, distributions, limit theorems, estimation, confidence intervals, and hypothesis testing.

• XuetangX
• Self-Paced
• Free Online Course

Probability and Mathematical Statistics

A mathematical treatment of probability that moves from random variables and limit theorems to estimation and hypothesis testing.

• XuetangX
• Self-Paced
• Free Online Course

Python and Statistics for Financial Analysis

678 ratings

Due to python’s simplicity and high readability, it is gaining its importance in the financial industry. The course combines both python coding and statistical concepts and applies into analyzing financial data, such as stock data.

• Coursera
• 4 weeks, 3 hours a week
• Self-Paced
• Paid Course

• Best of All Time

NPTEL;  IIT Madras

Introduction to Probability and Statistics

This course is aimed at being a pre-term or a preparatory course for probability and statistics. It is very basic and introduces the students to the understanding of data and measuring associations. It also introduces the concepts of probability and dist…

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

NPTEL;  IIT Kharagpur

Mathematics - Probability and Statistics

An introduction to probability and statistics spanning random variables, distributions, estimation, and hypothesis testing.

• YouTube
• 1 day 14 hours
• Self-Paced
• Free Video

NPTEL;  IIT Kharagpur

Probability and Statistics

A theory-rich introduction to probability and statistics uses examples and application-oriented problems to connect foundational concepts with estimation and hypothesis testing.

• YouTube
• 1 day 14 hours
• Self-Paced
• Free Video

Great Learning

Statistics for Data Science - Probability and Statistics for Engineers

Builds foundational statistics for data science through probability, hypothesis testing, distributions, and linear regression.

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

Insights into Mathematics

Elementary Probability and Statistics

Discover fundamental concepts in probability theory and statistics, from basic counting to normal distributions, with clear explanations of random variables and statistical measures.

• YouTube
• 7 hours 35 minutes
• Self-Paced
• Free Video

Career Certificate

Business Statistics and Analysis

12744 ratings at Coursera

Master Excel spreadsheet functions, descriptive data measures, probability distributions, hypothesis testing, confidence intervals, and linear regression, then apply them to an actual business problem in a capstone.

• Coursera
• 12 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 5 courses

Introduction to Statistics in Google Sheets

617 ratings at DataCamp

Statistics is the science that deals with the collection, analysis, and interpretation of data.

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

Six Sigma Part 1: Define and Measure

1670 ratings

An introduction to the Six Sigma methodology and the DMAIC cycle for process improvement with a focus on the Define and Measure phases, including basic statistics for understanding sampling plans and

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

• Best of All Time

Introduction to Statistics

4302 ratings at Coursera

You will gain the foundational skills that prepare you to pursue more advanced topics in statistical thinking and machine learning.

• Coursera
• 12 weeks, 1 hour a week
• Self-Paced
• Paid Course

Understanding and Visualizing Data with Python

2741 ratings at Coursera

Explore data statistically in Python: build histograms, box plots and multivariate graphics, interpret mean, IQR and standard deviation, and compare probability with non-probability sampling.

• Coursera
• 4 weeks, 5 hours a week
• Self-Paced
• Paid Course

Statistics Fundamentals

361 ratings at Corporate Finance Institute

Explore the landscape of statistics and learn how to: Select the right approach for a specific statistics problem Generate descriptive statistics using Excel’s Data Analysis ToolPak Run a statistical test and interpret the results in Excel

• Corporate Finance Institute
• 1 hour 52 minutes
• Self-Paced
• Paid Course

NPTEL;  IIT Kharagpur

Probability and Statistics

An introductory probability and statistics course for science and engineering students, emphasizing statistical reasoning and tools used across disciplines.

• YouTube
• 1 day 14 hours
• Self-Paced
• Free Video