Normal Distribution Courses and Certifications

Medicosis Perfectionalis

Positively Skewed, Negatively Skewed, and Normal Distribution Curves in Statistics

Explore statistical distribution curves including positively skewed (right), negatively skewed (left), and normal distribution (Gaussian/bell-shaped), along with key measures of central tendency and dispersion used in biostatistics and epidemiology.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

Steve Brunton

The Normal Distribution - From Binomial Distribution to Gaussian Limits

Explore the relationship between Normal and Binomial distributions, focusing on large-n scenarios, the Central Limit Theorem, and practical applications in statistical analysis through visual demonstrations and code examples.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

Steve Brunton

Maximum Likelihood Estimation Example - Fitting a Normal Distribution with Data

Master maximum likelihood estimation by fitting normal distributions to data through joint PDFs, log-likelihood calculations, and parameter optimization for mu and sigma.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

Steve Brunton

Hypothesis Testing Revisited - Normal, t, and Chi-Squared Distribution Tests

Master hypothesis testing with normal, t, and chi-squared distributions through comprehensive statistical test reviews and practical applications.

• YouTube
• 11 minutes
• Self-Paced
• Free Video

Great Learning

Normal Distribution Probability - Standard Normal Distribution - Normal Distribution and Z Scores

Comprehensive exploration of normal distribution, probability, and sampling, covering key concepts and applications in various fields. Includes practical examples and problem-solving demonstrations.

• YouTube
• 2 hours 44 minutes
• Self-Paced
• Free Video

Statistics for Business - II

5 ratings

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/week
• Self-Paced
• Free Online Course

Medicosis Perfectionalis

Percentiles, Quantiles, Quartiles, Normal Distribution Curve, Standard Deviations, Z-Score - Statistics

Explore statistical concepts including percentiles, quantiles, quartiles, normal distribution, standard deviation, and z-scores to understand data distribution and variability in just 12 minutes.

• YouTube
• 12 minutes
• Self-Paced
• Free Video

UofU Data Science

Exponential and Normal Distribution with Sinusoidal Functions - Lecture 7B

Explore exponential and normal distributions while analyzing the complex function f(x) = (sin(1/x)+1)/1.5, gaining practical insights into probability theory and statistical analysis.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Gautam Varde

Normal Distribution - Probability and Statistics Problems

Explore normal distribution concepts and solve probability problems with practical examples for undergraduate students across various disciplines.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

Statistics for Business Analytics and Data Science A-Z™

12796 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
• Self-Paced
• Paid Course

An Intuitive Introduction to Probability

1883 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
• Self-Paced
• Paid Course

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
• 3 hours
• Self-Paced
• Free Certificate

New Syllabus PD: Conditional Probability

This course introduces Conditional Probability, which is section MA-S2 from the New Stage 6 Advanced Mathematics syllabus.

• OpenLearning
• Self-Paced
• Paid Course

Data Analytics Foundations

Discover statistical modeling, predictive analytics, and data visualization techniques to make strategic decisions across industries using descriptive and inferential statistics.

• VDCI
• 12 hours
• Self-Paced
• $595.00

Normal Distribution

Explore the Normal Distribution, including standard forms, calculations, Central Limit Theorem, and confidence intervals. Learn to model and solve various probability problems.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video