Binomial Distribution Courses and Certifications

Modelling and estimation

2 ratings at OpenLearn

This free course is concerned with modelling and estimation and looks in particular at the binomial distribution. Section 1 starts by defining probability, introduces relevant notation and briefly ...

• OpenLearn
• 16 hours
• On-Demand
• Free Certificate

Binomial, Normal Distribution, Matrices for Data Science

86 ratings at Udemy

Building on the Foundation: Binomial & Normal Distribution, CRISP DM, Anova, Matrices, Coordinate Geometry

• Udemy
• 16 hours 37 minutes
• On-Demand
• Paid Course

Insights into Mathematics

Binomial and Geometric Distributions - Probability and Statistics

Explore binomial and geometric distributions, probability generating functions, and calculating means and variances in this comprehensive overview of key probability concepts.

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

Introduction to Statistics

142 ratings at DataCamp

Learn the fundamentals of statistics, including measures of center and spread, probability distributions, and hypothesis testing with no coding involved!

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

Foundations of Probability in R

11 ratings at DataCamp

In this course, you'll learn about the concepts of random variables, distributions, and conditioning.

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

Mixture Models in R

Learn mixture models: a convenient and formal statistical framework for probabilistic clustering and classification.

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

Probability

Discover fundamental probability concepts from basic theory to binomial distributions, conditional probability, and Bayes' Rule to enhance data-driven decision making.

• Udacity
• 13 hours
• On-Demand
• Paid Course

Mode

Statistics for Data Science

Learn the statistical concepts and techniques you need to conduct rigorous inferential analysis and draw accurate conclusions from data sets.

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

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
• On-Demand
• Free Video

Steve Brunton

The Poisson Distribution: The Rare Event Limit of a Binomial Distribution

Explore the Poisson distribution, a key probability model for rare events derived from the binomial distribution, with applications like predicting lightbulb failures.

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

Steve Brunton

The Binomial Distribution and Multinomial Distribution - From Fundamentals to Applications

Master the fundamentals of binomial and multinomial distributions, exploring probability concepts through practical examples like coin flips while learning key mathematical formulas and proofs.

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

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)

Gautam Varde

Binomial Distribution - Probability Distribution Problems and Numericals

Explore binomial distribution through practical examples and numerical problems, enhancing your understanding of probability and statistics for various academic programs.

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

International Centre for Theoretical Sciences

Analytical Distribution of Released Synaptic Vesicles - Binomial or Not?

Explore the analytical distribution patterns of synaptic vesicle release, examining binomial properties and their implications for neurotransmitter dynamics in neural systems.

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

NPTEL-NOC IITM

Applications of Binomial Distribution

Explore applications of binomial distribution, Poisson distributions, continuous uniform distributions, and exponential distributions in this concise statistical overview.

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