Probability Courses and Certifications

Quantitative Social Science Methods

1 review

First course for incoming Harvard Government Department PhD students; also taken by students in other departments, and students elsewhere through the Harvard Extension School. Instructor: Gary King.

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

Introduction to Probability

40 ratings at edX

Learn probability, an essential language and set of tools for understanding data, randomness, and uncertainty.

• edX
• 10 weeks, 5-10 hours a week
• On-Demand
• Free Online Course (Audit)

Data Science: Capstone

55 ratings at edX

Show what you've learned from the Professional Certificate Program in Data Science.

• edX
• 2 weeks, 15-20 hours a week
• On-Demand
• Free Online Course (Audit)

Microcredential

Data Science

Comprehensive data science program covering R programming, statistics, visualization, and machine learning through real-world case studies and hands-on projects.

• edX
• 66 weeks, 2-4 hours a week
• On-Demand
• $1,481.00
• 9 courses

Statistics 110 - Probability

Comprehensive introduction to probability theory, covering fundamental concepts, distributions, and applications. Ideal for understanding statistics, science, and randomness in various fields.

• YouTube
• 1 day 3 hours
• On-Demand
• Free Video

Microcredential

Learning Python for Data Science

Master Python for data science: from basics to machine learning and AI. Develop programming, statistical, and quantitative skills through hands-on learning. No prior coding experience needed.

• edX
• 25 weeks, 3-6 hours a week
• On-Demand
• $747.00
• 3 courses

Finding Fairness - Incorporating Societal Values in Computer Algorithms

Exploring algorithmic fairness and privacy in computer science, addressing concerns about incorporating societal values into technology as it increasingly impacts our lives.

• YouTube
• 48 minutes
• On-Demand
• Free Video

Mindware: Critical Thinking for the Information Age

6 reviews

Enhance critical thinking skills for the Information Age through statistics, probability, cognitive psychology, and cost-benefit analysis. Apply these concepts to everyday decisions and media interpretation.

• Coursera
• 13 hours 24 minutes
• On-Demand
• Free Online Course (Audit)

Project Risk Analysis Live Information Session

Explore project risk analysis using interactive simulations and stochastic libraries. Learn cutting-edge methods applicable across industries, balancing theory with practical tools for effective risk assessment and management.

• YouTube
• 58 minutes
• On-Demand
• Free Video

Calculus: Single Variable Part 4 - Applications

271 ratings at Coursera

Explore applications of calculus in geometry, physics, and probability. Learn to compute areas, volumes, and averages using integrals and differential elements.

• Coursera
• 21 hours
• On-Demand
• Free Online Course (Audit)

Microcredential

Introduction to Self-Driving Cars

392 ratings at Udacity

Learn the fundamentals of self-driving car technology, including probability, C++, machine learning, and linear algebra. Gain hands-on experience in vehicle motion, computer vision, and data structures.

• Udacity
• 3 months 2 weeks 5 days 3 hours 12 minutes
• On-Demand
• Paid Course

Statistics for Data Science Essentials

Enhance probability skills and learn data interpretation using central limit theorem and confidence intervals. Complete weekly math assignments to reinforce statistical concepts.

• Coursera
• 19 hours 21 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

AI and Machine Learning Essentials with Python

Gain essential skills in AI, machine learning, and Python programming. Learn statistics, solve real-world problems, and prepare for advanced study in these cutting-edge fields.

• Coursera
• On-Demand
• Paid Course
• 3 courses

Computational Probability and Inference

3 reviews

Learn fundamentals of probabilistic analysis and inference. Build computer programs that reason with uncertainty and make predictions. Tackle machine learning problems, from recommending movies to spam filtering to robot navigation.

• edX
• 12 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

Combinatorics and Probability

853 ratings at Coursera

Explore combinatorics and probability through counting techniques, binomial coefficients, and random variables. Develop intuition for solving complex problems and apply knowledge to create a program for an intriguing dice game.

• Coursera
• 23 hours 5 minutes
• On-Demand
• Free Online Course (Audit)