Conditional Probability Courses and Certifications

Statistics and Hypothesis Testing for Data science

648 ratings at Udemy

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

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

Career Certificate

Introduction to Self-Driving Cars

395 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
• 74 hours
• Self-Paced
• Paid Course

Learn Machine Learning algorithms, softwares, deep learning

585 ratings at Udemy

Course covering Deep learning, Neural Networks, KDD, AI, BI, ANN, Decision tree, Bayesian networks, TensorFlow n Knime

• Udemy
• 56 minutes
• Self-Paced
• Free Online Course

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
• Self-Paced
• Free Certificate

Great Learning

Statistics for Data Science - Probability and Statistics Tutorial

One of the most critical aspects of the data science approach is our perception of getting the information processed. In developing insights from our accumulated data, we dig out the possibilities. And those possibilities are known as statistical analysi…

• YouTube
• 7 hours 13 minutes
• Self-Paced
• Free Video

Steve Brunton

Probability Bootcamp

Master probability fundamentals from counting to advanced distributions, including CLT, Bayes' theorem, and random variables for data science applications.

• YouTube
• 10 hours 37 minutes
• Self-Paced
• Free Video

Expert evidence and forensic science in the courtroom

10 ratings at OpenLearn

Explore the law of expert evidence in courtrooms, covering admissibility, expert duties, statistical analysis, and landmark miscarriage of justice cases like Sally Clark.

• OpenLearn
• 12 hours
• Self-Paced
• Free Certificate

Bayesian Networks 3 - Maximum Likelihood - Stanford CS221: AI (Autumn 2019)

Explore maximum likelihood estimation in Bayesian networks, covering parameter learning, probabilistic inference, and advanced concepts like regularization and Expectation Maximization.

• YouTube
• 1 hour 24 minutes
• Self-Paced
• Free Online Course

Bayesian Networks 2 - Forward-Backward - Stanford CS221: AI

Explore advanced probabilistic inference techniques, including hidden Markov models, particle filtering, and Gibbs sampling, for AI applications in object tracking and more.

• YouTube
• 1 hour 12 minutes
• Self-Paced
• Free Online Course

Bayesian Networks 1 - Inference - Stanford CS221: AI

Explore Bayesian networks for AI, covering probabilistic inference, modeling, and applications in object tracking, language modeling, and document classification.

• YouTube
• 1 hour 22 minutes
• Self-Paced
• Free Online Course

Bayesian Statistics for Data Science

201 ratings at Udemy

A former Google data scientist helps you master the basics of Bayesian statistics, with examples in R and Stan

• Udemy
• 5 hours 35 minutes
• Self-Paced
• Paid Course

Introduction to Artificial Intelligence

2 ratings

Explore AI's evolution from symbolic systems to machine learning, deep networks, and LLMs. Gain insights into current applications, ethical considerations, and career opportunities in this rapidly advancing field.

• Independent
• 2 weeks, 3-6 hours a week
• Self-Paced
• Free Online Course

Probability

124 ratings at Codecademy

Learn the fundamentals of probability and how to quantify and visualize uncertainty.

• Codecademy
• 4 hours
• Self-Paced
• Free Trial Available

VinAI

Comparing Probability Distributions with Conditional Transport

Explore conditional transport as a new divergence for comparing probability distributions, with applications in generative modeling and resistance to mode collapse.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

What Are the Chances? Probability Made Clear

85 ratings at The Great Courses Plus

Explore the fundamental concepts and fascinating applications of probability in this fun and engaging course by an award-winning mathematician.

• The Great Courses Plus
• 6 hours 11 minutes
• Self-Paced
• Free Trial Available