Statistics & Probability Courses and Certifications

Unit 2 for Equivalency Testing

Explore equivalency testing principles and methodologies to ensure accurate assessment and validation of alternative educational pathways and credentials.

• MongoDB University
• On-Demand
• Free Certificate

Common Core Math Grade 8 - Statistics & Probability: Standards

Strengthen understanding of 8th grade statistics and probability concepts, including scatterplots, bivariate data, and correlations, aligned with Common Core standards.

• Study.com
• 1 hour 20 minutes
• On-Demand
• Paid Course

Business Statistics

Learn statistical analysis, interpret results, and build models for business applications. Gain practical skills in descriptive statistics and data interpretation.

• StraighterLine
• On-Demand
• Paid Course

Introduction to Statistics

Explore methods for collecting, summarizing, and interpreting data, including probability and data relationships. Gain practical statistical knowledge with included online tutoring support.

• StraighterLine
• On-Demand
• Paid Course

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 53 minutes
• On-Demand
• Paid Course

Data Overload - Making Sense of Statistics in the News, Kristin Sainani

Learn to critically analyze statistics in news, understand risk communication, and navigate common pitfalls in data interpretation with Stanford professor Kristin Sainani's insightful webinar.

• YouTube
• 58 minutes
• On-Demand
• Free Online Course

Monte Carlo Simulation with Python

1 review

Learn to implement Monte Carlo simulations in Python, exploring various betting strategies and analyzing results through statistical methods and data visualization.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Video

Mindware: Critical Thinking for the Information Age

6 reviews

Enhance critical thinking skills for the Information Age through statistics, probability, cognitive psychology, and cost-benefit analysis. Apply these concepts to everyday decisions and media interpretation.

• Coursera
• 13 hours 24 minutes
• On-Demand
• Paid Course

Topics in Mathematics with Applications in Finance - Fall 2024

Explore mathematical concepts and techniques used in finance through linear algebra, probability, statistics, stochastic processes, and numerical methods with industry applications.

• YouTube
• 1 day 2 hours 12 minutes
• On-Demand
• Free Video

Professor Leonard

Statistics Lecture - The Multiplication Rule for "And" Probabilities

Learn the multiplication rule for calculating "and" probabilities, a crucial concept in statistics for determining the likelihood of multiple events occurring together.

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

Professor Leonard

Finding the Standard Deviation of a Data Set

Learn to calculate and interpret standard deviation, a crucial measure of data spread, enhancing your ability to analyze and draw insights from statistical datasets.

• YouTube
• 1 hour 56 minutes
• On-Demand
• Free Video

Professor Leonard

Statistics Lecture: Exploring Categories of Data, Levels of Measurement

Explore categories of data and levels of measurement in statistics, enhancing your understanding of data classification and analysis techniques.

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

SciShow

The Quantum Quest for a Perfectly Random d20

Explore the fascinating world of random number generation, from virtual dice to quantum mechanics, and discover why true randomness isn't always what we want.

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

NPTEL;  IIT Madras

Probability Foundation for Electrical Engineers

Comprehensive exploration of probability theory for electrical engineers, covering fundamental concepts, random variables, expectation, and limit theorems with rigorous mathematical foundations.

• YouTube
• 1 day 14 hours
• On-Demand
• Free Video

NPTEL;  IIT Kanpur

Probability and Stochastics for Finance

This course provides the minimum mathematical requirements to study mathematical finance or more precisely the pricing of financial derivatives.

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