Bayes Theorem Courses and Certifications

Great Learning

Role of Mathematics in Data Science and How to Learn - Data Science

Explore the essential mathematical concepts for data science, including statistics, probability, and normal distribution, with practical examples and problem-solving exercises.

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

UofU Data Science

Bayes Rule and Its Applications in Machine Learning - Lecture 5

Master Bayes' Rule fundamentals through practical examples and discover its crucial applications in machine learning for calculating model probabilities from data.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video

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)

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)

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

Level 3 Intelligence Analyst Certification

1055 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
• 2-3 hours
• On-Demand
• Paid Course

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

Statistics and Hypothesis Testing for Data science

293 ratings at Udemy

"Mastering Data Analysis and Making Informed Decisions with Statistical Hypothesis Testing in Data Science".

• Udemy
• 4 hours 16 minutes
• On-Demand
• Paid Course

Bayesian Data Analysis in Python

18 ratings at DataCamp

Learn all about the advantages of Bayesian data analysis, and apply it to a variety of real-world use cases!

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

Probability: Basic Concepts & Discrete Random Variables

Learn fundamental concepts of mathematical probability to prepare for a career in the growing field of information and data science.

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

NPTEL;  IIT Kanpur

Probability and Random Variables - Processes for Wireless Communications

Explore probability and random processes in wireless communications, covering axioms, conditional probability, random variables, and applications in fading channels and array processing.

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

Statistics Foundations: Probability

2637 ratings at LinkedIn Learning

Learn to understand your data in beginner-friendly lessons, using probability. Topics include permutations, percentiles, how to use probability trees, and much more.

• LinkedIn Learning
• 1 hour 10 minutes
• On-Demand
• Free Trial Available

Swinburne

Forecasting and Decision Making

Master essential forecasting techniques and decision-making frameworks to analyze trends, evaluate scenarios, and make data-driven choices across business contexts using statistical and judgmental approaches.

• XuetangX
• On-Demand
• Free Online Course

Machine Learning Foundations: Probability

185 ratings at LinkedIn Learning

Get an in-depth introduction to probability, find out why it’s a prerequisite for machine learning, and learn how to use it to design and implement machine learning algorithms.

• LinkedIn Learning
• 1 hour 24 minutes
• On-Demand
• Free Trial Available

Machine Learning and AI Foundations: Causal Inference and Modeling

136 ratings at LinkedIn Learning

Learn about the modeling techniques and experimental designs that allow you to establish causal inference, and how to use them.

• LinkedIn Learning
• 2 hours 51 minutes
• On-Demand
• Free Trial Available