# Probability –I with Examples Using R offered by Indian Statistical Institute, Delhi

• Public/Government Institute
• Estd. 1974

## Probability –I with Examples Using R at ISI Overview

Gain a solid foundation in probability theory while emphasizing practical applications using the R programming language
 Duration 12 weeks Start from Start Now Total fee Free Mode of learning Online Official Website Explore Free Course Credential Certificate

## Probability –I with Examples Using R at ISI Highlights

• Earn a certificate after completion of the course

## Probability –I with Examples Using R at ISI Course details

What are the course deliverables?
• Sample Space
• Events
• Probability
• conditional probabilities
• independence
• Binomial
• Poisson
• Geometric
• Hypergeometric
• Negative Binomial
• The course will cover basic concepts in Probability
• In this course students not only grasp theoretical concepts but also apply them to analyze data and solve real-world problems
• In this course students will learn probability models, stochastic processes, and their significance in modeling real-world phenomena
• Paid certificate will be provided after completion of the course

## Probability –I with Examples Using R at ISI Curriculum

Week 1

Sample Space, Events and Probability

Conditional Probability and Independence

Week 2

Independence and Bernoulli Trials

Poisson Approximation

Week 3

Sampling without Replacement

Discrete Random Variables

Week 4

Discrete Random Variables

Distribution, Probability Mass function

Week 5

Discrete Random Variables

Expectation and Variance

Week 6

Markov and Chebyschev Inequalties

Conditional Expectation,

Week 7

Uncountable Sample Spaces

Probability Densities

Week 8

Exponential Random and Normal Random Variable

Joint Density

Week 9

Independence

Functions of Random Variables

Week 10

Sums of Independent Random variables

Distributions of Quotients of Independent Random variables

## Important Dates

Jan 21, 2024
Course Commencement Date

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Probability –I with Examples Using R
at
ISI

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