Binomial Distribution Courses and Certifications

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)

NPTEL;  IIT Madras

Biostatistics and Design of Experiments

3 reviews

The course encompasses topics such as distribution of data, sample size, tests of significance, data reduction, regression analysis, comparison of performance of drugs in clinical trials, design of experiments, screening and second order designs.

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

Elementary Statistics

Master fundamental statistical concepts from data organization to probability, hypothesis testing, regression, and distributions for practical application in research and analysis.

• California Community Colleges System
• 4th Dec, 2024
• Paid Course

Elementary Statistics w/Suppo

Master fundamental statistical concepts, from descriptive methods to probability distributions, while developing critical thinking skills for data analysis and hypothesis testing.

• California Community Colleges System
• 4th Dec, 2024
• Paid Course

Elementary Statistics

Master fundamental statistical concepts, from data collection and probability to hypothesis testing and ANOVA, while applying statistical analysis tools to real-world scenarios across multiple disciplines.

• California Community Colleges System
• 17 weeks, 4 hours a week
• 3rd Feb, 2025
• Paid Course

Excel Statistics Essential Training: 1

1437 ratings at LinkedIn Learning

Learn statistics with the help of Microsoft Excel.

• LinkedIn Learning
• 3 hours 37 minutes
• On-Demand
• Free Trial Available

Machine Learning Foundations: Probability

185 ratings at LinkedIn Learning

Get an in-depth introduction to probability, find out why it’s a prerequisite for machine learning, and learn how to use it to design and implement machine learning algorithms.

• LinkedIn Learning
• 1 hour 24 minutes
• On-Demand
• Free Trial Available

Logistic Regression in R and Excel

144 ratings at LinkedIn Learning

Learn how to perform logistic regression using R and Excel and use Power BI to integrate these methods into a scalable, sharable model.

• LinkedIn Learning
• 2 hours 50 minutes
• On-Demand
• Free Trial Available

Statistics and Probability

Comprehensive exploration of statistical concepts, probability distributions, and analytical techniques, covering key topics from random variables to regression analysis.

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

Mathemaniac

Dream Cheating Scandal - Explaining All the Math Simply

Comprehensive breakdown of the math behind the Dream cheating scandal, explaining binomial distribution, biases, and statistical analysis for both novices and math enthusiasts.

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

Distributions

Explore key probability distributions, their functions, and applications in statistics through detailed explanations and examples.

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

jbstatistics

Discrete Probability Distributions

Comprehensive exploration of discrete probability distributions, covering key concepts, formulas, and applications for various distribution types in statistics and probability theory.

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

statisticsmatt

Mean, Variance, Moments, Mode of Distributions

Comprehensive exploration of statistical distributions, covering mean, variance, moments, and modes for various probability models, with practical applications in estimation and analysis.

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

statisticsmatt

Characteristic, Moment Generating, Factorial Generating Functions

Explore generating functions in probability theory, including characteristic, moment, and factorial, with applications to various distributions and statistical problems.

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

statisticsmatt

Approximations

Explore statistical approximations, including binomial, Poisson, and normal distributions. Learn delta method, confidence intervals, and moment estimation techniques for various probability distributions.

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