Probability Courses and Certifications

Career Certificate

Data Science Foundations: Statistical Inference

Gain a solid foundation in probability theory, statistical inference, and data analysis using R. Master essential skills for statistical hypothesis testing and confidence intervals in data science applications.

• Coursera
• 12 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Modern AI Models for Vision and Multimodal Understanding

Explore cutting-edge AI architectures from SVMs and Fourier transforms to transformers, CLIP, and diffusion models for advanced vision and multimodal understanding applications.

• Coursera
• 12 hours 40 minutes
• Self-Paced
• Paid Course

Career Certificate

Statistics and Applied Data Analysis

Master statistical concepts from basics through advanced analysis, using Excel and R for data visualization, hypothesis testing, and predictive modeling across three progressive levels.

• Coursera
• 12 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Defining, Describing, and Visualizing Data

Learn to analyze and visualize data effectively, using tools like RStudio and ROIStat to make informed decisions and solve problems in engineering and technical fields.

• Coursera
• 9 hours 21 minutes
• Self-Paced
• Paid Course

Career Certificate

The Data Driven Manager

Learn to understand, describe, and analyze data for informed decision-making. Develop skills in data visualization, probability, risk assessment, and problem-solving to drive business and engineering outcomes.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course

Reasoning Under Uncertainty

Explore foundational AI concepts including probability, Bayesian Networks, Hidden Markov Models, and Markov Decision Processes to master reasoning and decision-making under uncertainty.

• Coursera
• 12 hours
• Self-Paced
• Paid Course

Career Certificate

Introduction to Artificial Intelligence

Explore the foundations of AI, covering intelligent agents, search algorithms, reasoning under uncertainty, and machine learning basics, backed by the classic Russell & Norvig textbook.

• Coursera
• Self-Paced
• Paid Course
• 3 courses

Particle Filters (and Navigation)

Learn to develop and implement particle filters for nonlinear state estimation, focusing on Monte-Carlo integration, importance sampling, and resampling techniques. Apply these skills to solve indoor navigation problems.

• Coursera
• 21 hours 55 minutes
• Self-Paced
• Paid Course

Managing Uncertainty in Marketing Analytics

Explore methods to incorporate uncertainty in marketing decisions, including Monte Carlo simulations and probability distributions, to anticipate outcomes and make informed choices.

• Coursera
• 11 hours 51 minutes
• Self-Paced
• Paid Course

Math For Video Games: The Fastest Way To Get Smarter At Math

1939 ratings at Udemy

Learn Math for Video Game Design & Coding through Solving fun Video Game Problems

• Udemy
• 13 hours 23 minutes
• Self-Paced
• Paid Course

Level 3 Intelligence Analyst Certification

1794 ratings at Udemy

Enhance predictive intelligence skills using critical thinking, probability trees, utility matrices, and Bayesian analysis with Excel for forecasting and preventing surprises.

• Udemy
• 2 hours 8 minutes
• Self-Paced
• 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
• Self-Paced
• Free Video

Microsoft Excel: Essential Statistics for Data Analysis

1666 ratings at Udemy

Learn statistics for data analysis with fun, real-world Excel demos: probability, hypothesis testing, regression & more!

• Udemy
• 7 hours 52 minutes
• Self-Paced
• Paid Course

Data Science + Data Analytics Career Path: 100 Days Bootcamp

1582 ratings at Udemy

A full-fledged Data Mastery Course for Everyone. Master Stats, Maths, Python, EDA, Machine & Deep Learning in 100 Days.

• Udemy
• 2 days 29 minutes
• Self-Paced
• Paid Course

Math for Data Science Masterclass

1555 ratings at Udemy

Learn about probability, statistics, and more using the mathematics that are foundational to the field of data science.

• Udemy
• 16 hours 7 minutes
• Self-Paced
• Paid Course