Conditional Probability Courses and Certifications

Introduction to Machine Learning

34 ratings at The Great Courses Plus

Search engines. Navigation systems. Game-playing robots. Learn how smart machines got that way in this course taught by a pioneer researcher in machine learning.

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

STAT 414: Introduction to Probability Theory

Learn probability theory fundamentals, applications, and problem-solving skills. Covers probability assignment, discrete and continuous distributions, joint distributions, and functions of random variables.

• OPEN.ED@PSU
• Self-Paced
• Free Online Course

Southwest Jiaotong University

Principles and Practice of Artificial Intelligence

Explore AI fundamentals through machine learning, deep learning, and large models while developing practical skills and ethical awareness for real-world applications in this comprehensive introduction.

• XuetangX
• Self-Paced
• Free Online Course

IIT Guwahati;  NPTEL

Machine Learning and Deep learning - Fundamentals and Applications

Explore machine learning and deep learning fundamentals, from traditional approaches to modern architectures. Gain practical skills to apply these techniques in solving real-world problems across various domains.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course

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
• Self-Paced
• Free Online Course

Graphical Models Certification Training

Master Bayesian and Markov networks, inference techniques, and model learning for effective decision-making using graphical models.

• Edureka
• Self-Paced
• Paid Course

Probability and Statistics

Master fundamental probability and statistical concepts, from basic axioms to hypothesis testing, with practical applications in engineering, data analysis, and decision-making processes.

• XuetangX
• Self-Paced
• Free Online Course

College Mathematics Series Courses II ——Linear algebra & probability and statistics

Master essential mathematical concepts from linear algebra, data analysis, and probability theory for practical problem-solving and systematic mathematical training.

• XuetangX
• Self-Paced
• Free Online Course

Probability

Discover fundamental probability concepts from basic theory to binomial distributions, conditional probability, and Bayes' Rule to enhance data-driven decision making.

• Udacity
• 13 hours
• Self-Paced
• Paid Course

Fundamentals of Probabilistic Graphical Models

Learn to represent complex probability distributions with Bayes Nets and use Hidden Markov Models for pattern recognition in various fields like computer vision, bioinformatics, and natural language processing.

• Udacity
• 14 hours
• Self-Paced
• Paid Course

Probability in Data

Use the laws of probability to make sound decisions with limited information.

• Brilliant
• 4 hours
• Self-Paced
• Paid Course

Bayesian Probability

Learn the math behind uncertainty — and how to get rid of it!

• Brilliant
• 4 hours
• Self-Paced
• Paid Course

Mode

Statistics for Data Science

Learn the statistical concepts and techniques you need to conduct rigorous inferential analysis and draw accurate conclusions from data sets.

• Udacity
• 4 weeks
• Self-Paced
• Free Online Course

Probability and Chance

Discover probability fundamentals through card drawing, dice rolling, and coin tossing to calculate likelihoods, expected values, and optimize decision-making with conditional probability concepts.

• Brilliant
• Self-Paced
• Paid Course

Predicting with Probability

Introduction to Probability Data Analysis Fundamentals Fluency in converting between decimals and percentages.

• Brilliant
• Self-Paced
• Paid Course