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Probability –I with Examples Using R 

  • 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

Total fee

Free

Mode of learning

Online

Official Website

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Credential

Certificate

Probability –I with Examples Using R
 at 
ISI 
Highlights

  • Earn a certificate after completion of the course
Details Icon

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
More about this course
  • 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

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Probability –I with Examples Using R
 at 
ISI 

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Probability –I with Examples Using R
 at 
ISI 
Contact Information

Address

ISID, 7, S. J. S. Sansanwal Marg
Delhi

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