Normal Distribution Courses and Certifications

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

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

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

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

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)

Introduction to Probability and Statistics for Machine Learning

Master essential probability and statistics concepts crucial for machine learning, from basic probability and descriptive statistics to hypothesis testing and linear regression analysis.

• CodeSignal
• On-Demand
• Free Certificate

Foundations of Probability and Random Variables

Master fundamental probability concepts and random variable analysis while gaining practical R programming skills for data science and statistical modeling applications.

• Coursera
• 2 days 1 hour 20 minutes
• On-Demand
• Free Online Course (Audit)

Basic Data Descriptors, Statistical Distributions, and Application to Business Decisions

2561 ratings at Coursera

Learn essential business statistics, including data descriptors, probability, and statistical distributions. Apply concepts using Excel for informed decision-making in various business scenarios.

• Coursera
• 20 hours 58 minutes
• On-Demand
• Free Online Course (Audit)

An Intuitive Introduction to Probability

1749 ratings at Coursera

Intuitive introduction to probability theory, covering key concepts and practical applications. Gain tools to handle uncertainty in daily life through engaging modules and exercises.

• Coursera
• 1 day 5 hours 34 minutes
• On-Demand
• Free Online Course (Audit)

Statistical Inference for Estimation in Data Science

81 ratings at Coursera

Learn statistical inference, sampling distributions, and confidence intervals. Explore estimation methods, construct good estimators, and develop confidence intervals for various settings. Gain practical skills for data analysis and interpretation.

• Coursera
• 1 day 4 hours 2 minutes
• On-Demand
• Free Online Course (Audit)

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)

Statistics for Business Analytics and Data Science A-Z™

12015 ratings at Udemy

Learn The Core Stats For A Data Science Career. Master Statistical Significance, Confidence Intervals And Much More!

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