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Probability and Statistics: Random Variables
This course is part of Probability/Random Variables.
Course Cost
₹ 21,801
Intermediate
Skill Level
4 Weeks
Self-paced lessons
This advanced probability course delves into the properties and applications of random variables, both discrete and continuous. You'll explore fundamental concepts like expected values, variance, and moment generating functions. The course covers joint random variables, conditional probability, independence, and correlation. Through practical examples and R programming, you'll learn to model real-world scenarios and perform statistical analysis. The curriculum includes computer simulations and applications, preparing you for advanced statistics courses and real-world probability modeling.
English
What you'll learn
Identify and analyze discrete and continuous random variables
Calculate expected values variance and moment generating functions
Apply random variable concepts in computer simulations
Work with joint random variables and extract marginal information
Understand independence and correlation in probability theory
Use R statistical package for probability calculations
Implement probability models for real-world scenarios
Master fundamental concepts of mathematical statistics
Skills you'll gain
This course includes:
PreRecorded video
Graded assignments, Exams
Access on Mobile, Tablet, Desktop
Limited Access access
Shareable certificate
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There are 2 modules in this course
This comprehensive course covers the mathematical foundations and practical applications of random variables in probability and statistics. Students learn about discrete and continuous random variables, probability distributions, expected values, and variance. The curriculum includes advanced topics like moment generating functions, joint distributions, and correlation analysis. Practical applications are emphasized through R programming exercises and real-world examples. The course combines theoretical understanding with computational methods to prepare students for advanced statistical analysis.
Univariate Random Variables
Module 1
Bivariate Random Variables
Module 2
Fee Structure
Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Probability/Random Variables
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Faculties
These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.
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Frequently asked Questions
Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.