Conditional Probability Courses and Certifications

UofU Data Science

Conditional Probability - Lecture 3

Master conditional probability concepts through practical examples and theoretical foundations, enhancing your understanding of statistical dependencies and probabilistic reasoning.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Steve Brunton

Conditional Probabilities in Data Analysis and Statistics

Master conditional probability concepts through clear examples and practical applications, exploring fundamental principles and calculations for statistical analysis.

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

Fat Chance: Probability from the Ground Up

6 reviews

Increase your quantitative reasoning skills through a deeper understanding of probability and statistics.

• edX
• 7 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

Bayesian Statistics

12 reviews

Learn to apply Bayesian methods for statistical inference, decision-making, and regression. Update prior probabilities, make optimal decisions, and implement model averaging using R software.

• Coursera
• 1 day 10 hours 38 minutes
• On-Demand
• Free Online Course (Audit)

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)

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

Introduction to Probability and Data with R

6 reviews

Learn sampling, data exploration, and basic probability using R. Gain practical skills in statistical analysis through hands-on exercises and a final project.

• Coursera
• 14 hours 15 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to Probability and Statistics for Machine Learning

Master essential probability and statistics concepts crucial for machine learning, from basic probability and descriptive statistics to hypothesis testing and linear regression analysis.

• CodeSignal
• On-Demand
• Free Certificate

Foundations of Probability and Random Variables

Master fundamental probability concepts and random variable analysis while gaining practical R programming skills for data science and statistical modeling applications.

• Coursera
• 2 days 1 hour 20 minutes
• On-Demand
• Free Online Course (Audit)

MIT RES.6-012 Introduction to Probability, Spring 2018

Comprehensive introduction to probability theory, covering key concepts, tools, and applications. Explores discrete and continuous probability, random variables, inference, and stochastic processes through lectures and examples.

• YouTube
• 1 day 6 hours
• On-Demand
• Free Video

An Intuitive Introduction to Probability

1749 ratings at Coursera

Intuitive introduction to probability theory, covering key concepts and practical applications. Gain tools to handle uncertainty in daily life through engaging modules and exercises.

• Coursera
• 1 day 5 hours 34 minutes
• On-Demand
• Free Online Course (Audit)

Bayesian statistics

6 ratings at OpenLearn

This free course is an introduction to Bayesian statistics. Section 1 discusses several ways of estimating probabilities. Section 2 reviews ideas of conditional probabilities and introduces Bayes’ ...

• OpenLearn
• 12 hours
• On-Demand
• Free Certificate

Practicing Statistics Interview Questions in Python

Prepare for your next statistics interview by reviewing concepts like conditional probabilities, A/B testing, the bias-variance tradeoff, and more.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Foundations of Probability in Python

Learn fundamental probability concepts like random variables, mean and variance, probability distributions, and conditional probabilities.

• DataCamp
• 5 hours
• On-Demand
• Free Trial Available

Introduction to Bayesian Statistics

402 ratings at Udemy

Bayes' Theorem and Bayesian statistics from scratch - a beginner's guide.

• Udemy
• 1-2 hours
• On-Demand
• Paid Course