Probability Theory Courses and Certifications

Technology and Invention in Finance - Financial Markets

Explore financial technology's societal impact, from limited liability corporations to inflation indexation and swap contracts, emphasizing the evolution and importance of financial inventions in managing risks.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

Risk and Financial Crises - Probability Theory in Financial Markets

Explore probability theory in financial crises context, covering expected value, variance, covariance, and regression analysis. Learn about risk decomposition and the limitations of normal distribution assumptions in finance.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

The Universal Principle of Risk Management - Pooling and Hedging Risks

Explore probability theory, statistics, and financial analysis methods essential for risk management and understanding the time value of money in financial markets.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

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

1816 ratings at Udemy

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

• Udemy
• 13 hours 23 minutes
• On-Demand
• Paid Course

Mathematical Foundation For Machine Learning and AI

1242 ratings at Udemy

Learn the core mathematical concepts for machine learning and learn to implement them in R and python

• Udemy
• 4-5 hours
• On-Demand
• Paid Course

Probability for Statistics and Data Science

1141 ratings at Udemy

Probability for improved business decisions: Introduction, Combinatorics, Bayesian Inference, Distributions

• Udemy
• 3 hours 40 minutes
• On-Demand
• Paid Course

Practicing Statistics Interview Questions in R

In this course, you'll prepare for the most frequently covered statistical topics from distributions to hypothesis testing, regression models, and much more.

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

University of London

Statistics for International Business

298 ratings at Coursera

Introduces core statistical concepts for business, covering data presentation, probability, and estimation. Develops essential skills for international business and MBA studies through practical examples and self-assessment.

• Coursera
• 10 hours 23 minutes
• On-Demand
• Free Online Course (Audit)

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

AI Workflow: Business Priorities and Data Ingestion

160 ratings at Coursera

Explore AI workflow in enterprise settings, covering design thinking, scientific approach, and data ingestion. Learn to prioritize business opportunities and build data pipelines using Python.

• Coursera
• 7 hours 35 minutes
• On-Demand
• Free Online Course (Audit)

Python for Data Science with Assignments

156 ratings at Udemy

A Comprehensive and Practical Hands-On Guide to Learning Python for Beginners, Aspiring Developers, Self-Learners, etc.

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

Probability and Statistics 1: The Complete Guide

102 ratings at Udemy

Learn everything fast through concise yet contented lectures

• Udemy
• 6 hours 2 minutes
• On-Demand
• Paid Course

AI Workflow: Enterprise Model Deployment

51 ratings at Coursera

Explore Apache Spark, Docker, and Watson Machine Learning for enterprise model deployment. Learn best practices for data manipulation, model training, and tuning, focusing on recommender systems and scalable solutions.

• Coursera
• 9 hours 16 minutes
• On-Demand
• Free Online Course (Audit)

AI Workflow: AI in Production

47 ratings at Coursera

Hands-on training in deploying AI models to production using Docker, Kubernetes, and IBM tools. Learn to build APIs, monitor performance, and iterate efficiently in enterprise AI workflows.

• Coursera
• 17 hours 4 minutes
• On-Demand
• Free Online Course (Audit)

Bayesian Computational Statistics

Rigorous introduction to Bayesian inference, covering theory, computation, and practical implementation using statistical software. Explores advanced topics and applications in data analysis.

• Coursera
• 3 days 16 hours 39 minutes
• On-Demand
• Free Online Course (Audit)