Normal Distribution Courses and Certifications

Excel Skills for Statistics and Data Analysis: Essentials

Master essential Excel skills for statistical analysis, from descriptive to inferential statistics, transforming data into meaningful insights for better decision-making across various fields.

• Coursera
• 12 hours 9 minutes
• Self-Paced
• Free Online Course (Audit)

London School of Economics and Political Science

Statistics 1 Part 1: Introductory statistics, probability and estimation

31 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/week
• Self-Paced
• Free Online Course (Audit)

Packt

Statistics & Mathematics for Data Science & Data Analytics

11 ratings at Coursera

Master essential statistical and mathematical concepts for data science, from descriptive statistics and probability theory to regression analysis and hypothesis testing, with practical applications for real-world data problems.

• Coursera
• 15 hours 7 minutes
• Self-Paced
• Paid Course

Statistics and Calculus Methods for Data Analysis

Master essential mathematical foundations for data science through statistics, calculus, and Python applications in expected values, derivatives, and integrals.

• Coursera
• 16 hours 5 minutes
• Self-Paced
• Paid Course

Probability Theory and Regression for Predictive Analytics

Master probability theory and regression techniques to build predictive models using Python, covering Bayes' Theorem, distributions, OLS, and advanced regression methods.

• Coursera
• 12 hours
• Self-Paced
• Paid Course

Ball State University

Statistical Methods for Data Science

Master statistical methods and probability theory for data science through hands-on applications in R, covering distributions, inference, multivariate analysis, and real-world problem-solving techniques.

• Coursera
• 1 day 15 hours 59 minutes
• Self-Paced
• Paid Course

Engineering Probability and Statistics Part 1

Discover foundational statistics and probability concepts including variables, distributions, and data analysis techniques for engineering applications.

• Coursera
• 22 hours 22 minutes
• Self-Paced
• Paid Course

American Psychological Association

Intro to Null Hypothesis Significance Testing with z-test

Master statistical hypothesis testing fundamentals through z-tests, probability concepts, and sampling distributions while learning to evaluate significance, effect size, and confidence intervals.

• Coursera
• 6 hours 3 minutes
• Self-Paced
• Paid Course

Reliability Engineering Statistics (2026)

810 ratings at Udemy

Reliability Engineering Statistics: Probability, SPC, Hypothesis Testing, Distributions and Data Analysis Essentials

• Udemy
• 9 hours 7 minutes
• Self-Paced
• Paid Course

Inventory Management: Safety Stock Calculation and Control

782 ratings at Udemy

Optimize your Supply Chain Safety Stock. Simple to Advanced Methods. Reduce Costs and Risk in your Business Operations

• Udemy
• 2 hours 33 minutes
• Self-Paced
• Paid Course

Statistical Process Control (SPC) Bootcamp (Accredited)

671 ratings at Udemy

Statistics Basics, Control Charts Using Minitab and Excel, Process Capability, IATF 16949 + Get 7 PMI PDUs/PDCs/CPDs

• Udemy
• 7 hours 3 minutes
• Self-Paced
• Paid Course

Statistics: A Step-by-step Introduction

590 ratings at Udemy

Lessons and examples from a former Google data scientist to master hypothesis tests, confidence intervals, and more

• Udemy
• 10 hours 4 minutes
• Self-Paced
• Paid Course

Statistics Fundamentals

Comprehensive overview of statistical concepts, from basic distributions to advanced topics like maximum likelihood, providing a solid foundation for data analysis and interpretation.

• YouTube
• 8 hours
• Self-Paced
• Free Video

ExcelIsFun

Excel 2010 Statistics - Formulas, Functions, Charts, and PivotTables

Master Excel 2010's statistical functions, formulas, charts, and PivotTables for business and economics data analysis with comprehensive hands-on examples.

• YouTube
• 1 day 1 hour 49 minutes
• Self-Paced
• Free Video

Steve Brunton

Probability Bootcamp

Master probability fundamentals from counting to advanced distributions, including CLT, Bayes' theorem, and random variables for data science applications.

• YouTube
• 10 hours 37 minutes
• Self-Paced
• Free Video