Normal Distribution Courses and Certifications

3Blue1Brown

Why π Is in the Normal Distribution - Beyond Integral Tricks

Explore the mathematical origins of π in the normal distribution through geometric insights, classic proofs, and the Herschel-Maxwell derivation, offering a deeper understanding beyond integral tricks.

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

Khan Academy

Introduction to the Normal Distribution - Probability and Statistics

Explore the normal distribution in statistics, understanding its key concepts and applications. Learn to analyze data patterns and make informed predictions using this fundamental probability model.

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

Khan Academy

Normal Distribution Excel Exercise - Probability and Statistics - Khan Academy

Explore how normal distribution approximates binomial distribution for large trials using Excel. Gain practical insights into probability concepts through hands-on spreadsheet analysis.

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

Professor Leonard

Introduction to the Normal Distribution and Continuous Random Variables

Explore continuous random variables and the normal distribution, key concepts in statistical analysis for understanding data patterns and probability distributions.

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

Steve Brunton

The Chi Squared Distribution: The Square of the Normal Distribution

Explore the Chi-squared distribution, its relationship to Gaussian variables, and its applications in statistical comparisons of distributions.

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

Intro to Statistics

39 reviews

Get ready to analyze, visualize, and interpret data! Thought-provoking examples and chances to combine statistics and programming will keep you engaged and challenged.

• Udacity
• 8 weeks
• On-Demand
• Free Online Course

Fat Chance: Probability from the Ground Up

6 reviews

Increase your quantitative reasoning skills through a deeper understanding of probability and statistics.

• edX
• 7 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

Intro to Descriptive Statistics

12 reviews

Learn essential concepts of descriptive statistics, including data visualization, central tendency, variability, standardization, and sampling distributions, to analyze and interpret data effectively.

• Udacity
• 8 weeks
• On-Demand
• Free Online Course

Statistics

7 reviews

We live in a time of unprecedented access to information. You'll learn how to use statistics to interpret that information and make decisions.

• Udacity
• 16 weeks
• On-Demand
• Free Online Course

Statistics for Business - II

5 reviews

Examine data drawn from allied fields of business such as Finance and HR, and learn how to simulate data to follow a specified distribution.

• edX
• 7 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Probability and Statistics III: A Gentle Introduction to Statistics

Explore probability distributions, statistical concepts, and estimation methods. Learn about normal distribution, Central Limit Theorem, and sampling distributions for practical applications in data analysis.

• edX
• 4 weeks, 6-10 hours a week
• On-Demand
• Free Online Course (Audit)

Probability: Distribution Models & Continuous Random Variables

Learn about probability distribution models, including normal distribution, and continuous random variables to prepare for a career in information and data science.

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

A-level Mathematics for Year 13 - Course 2: General Motion, Moments and Equilibrium, The Normal Distribution, Vectors, Differentiation Methods, Integration Methods and Differential Equations

Develop your thinking skills, fluency and confidence to aim for an A* in A-level maths and prepare for undergraduate STEM degrees.

• edX
• 7 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

London School of Economics and Political Science

Statistics 1 Part 1: Introductory statistics, probability and estimation

30 ratings at edX

The first in a series of four courses which help you to master statistics fundamentals and build your quantitative skillset for progression in high-growth careers, or to use as step towards further study at undergraduate level.

• edX
• 5 weeks, 12-15 hours a week
• On-Demand
• Free Online Course (Audit)

Introduction to Statistics in Python

194 ratings at DataCamp

Grow your statistical skills and learn how to collect, analyze, and draw accurate conclusions from data using Python.

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