Probability Courses and Certifications

Microcredential

Mathematics for Engineering

193 ratings at Coursera

Master essential mathematical foundations in calculus, probability, linear algebra, discrete mathematics, and logic for engineering, data science, and AI careers.

• Coursera
• 16 weeks, 10 hours a week
• On-Demand
• Paid Course
• 5 courses

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

NPTEL;  IIT Bombay

Introduction to Biostatistics

6 reviews

In this course, we will discuss different statistical tools required to (i) analyze our observations, (ii) design new experiments, and (iii) integrate a large number of observations in a single unified model.

• YouTube
• 19 hours
• On-Demand
• Free Video

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

Foundations of Data Science

Learn the fundamental concepts in probability, statistics, optimization and linear algebra which form the foundations for data science.

• edX
• 7 weeks, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

Functional Skills Math Level 2

142 ratings at Udemy

Functional Skills Math - A Self-Paced High-Quality Study Guide - Complete preparation with Tasks, Resources & Quizzes

• Udemy
• 15 hours 44 minutes
• On-Demand
• Paid Course

Data Analysis for Business and Finance

136 ratings at Udemy

Learn Data Analysis: Descriptive & Inferential Statistics, Regression Analysis, Time Series and much more!

• Udemy
• 4 hours 34 minutes
• On-Demand
• Paid Course

Specialized Models: Time Series and Survival Analysis

139 ratings at Coursera

Learn time series analysis and survival modeling techniques for forecasting and analyzing censored data, including decomposition, ARIMA models, and hazard functions. Gain hands-on experience with Python.

• Coursera
• 11 hours 20 minutes
• On-Demand
• Paid Course

Data Science Interview Preparation Guide

134 ratings at Udemy

Interview questions and answers in data science, statistics, machine learning, deep learning, culture fit and SQL.

• Udemy
• 4 hours 1 minute
• On-Demand
• Paid Course

The Complete High School and College Mathematics

125 ratings at Udemy

Comprehensive coverage of high school and college math topics with examples, exercises, and exam tips to help students excel in mathematics and prepare for STEM careers.

• Udemy
• 20 hours 39 minutes
• On-Demand
• Paid Course

Machine Learning Bootcamp: Python, Projects & Deployment

129 ratings at Udemy

Learn Python, Math, Machine Learning, Build Real-World Projects & Deploy ML Apps on AWS

• Udemy
• 2 days 18 hours 31 minutes
• On-Demand
• Paid Course

Stanford CS109 - Fairness in Probability for Computer Scientists - Lecture 26

Explore fairness in probability and computer science, examining ethical considerations and algorithmic bias in data-driven decision-making systems.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

Introduction to Biostatistics

98 ratings at Udemy

Learn probability, statistics, linear regression, correlation analysis, clinical research, data analysis,SAS programming

• Udemy
• 5 hours 13 minutes
• On-Demand
• Paid Course

GMAT Complete Math | Score Higher for Top Business Schools

97 ratings at Udemy

From the basics to advanced strategies, you will learn all the math you MUST know to ace the GMAT! Updated 2023.

• Udemy
• 18 hours 41 minutes
• On-Demand
• Paid Course

A Scientific Approach to Innovation Management

85 ratings at Coursera

Systematic process for assessing innovative ideas through problem-framing and data analysis. Learn to make strategic decisions, avoid pitfalls, and apply scientific approaches to innovation management.

• Coursera
• 13 hours 54 minutes
• On-Demand
• Paid Course