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Title: :  A BRIEF ANALYSIS ABOUT RANDOM VARIABLES AND PROBABILITY DISTRIBUTIONS
PaperId: :  19160
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 1 2023
DUI:    16.0415/IJARIIE-19160
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
NAGENDRAPPA.GDEPARTMENT OF MATHEMATICS GOVERNMENT FIRST GRADE COLLEGE KORATAGERE TUMKUR DIST KARNATAKA

Abstract

MATHEMATICS
RANDOM VARIABLES, PROBABILITY DISTRIBUTIONS, NON-NEGATIVITY, PROBABILITY MASS FUNCTION, BINOMIAL DISTRIBUTION..
In machine learning, we often deal with uncertainty and stochastic quantities, due to one of the reasons being incomplete observability therefore, we most likely work with sampled data. Probability theory is a branch of mathematics concerned with the study of random phenomena and is often considered one of the fundamental pillars of machine learning. It is however a huge field to cover and very easy to get lost in, especially when being self-taught. Loosely speaking, the random variable is a variable whose value depends on the outcome of a random event. We can also describe it as a function that maps from the sample space to a measurable space (e.g. a real number). The probability mass function (PMF) describes the probability distribution over a discrete random variable. In other terms, it is a function that returns the probability of a random variable being exactly equal to a specific value.

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IJARIIE NAGENDRAPPA.G. "A BRIEF ANALYSIS ABOUT RANDOM VARIABLES AND PROBABILITY DISTRIBUTIONS" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 1 2023 Page 1176-1182
MLA NAGENDRAPPA.G. "A BRIEF ANALYSIS ABOUT RANDOM VARIABLES AND PROBABILITY DISTRIBUTIONS." International Journal Of Advance Research And Innovative Ideas In Education 9.1(2023) : 1176-1182.
APA NAGENDRAPPA.G. (2023). A BRIEF ANALYSIS ABOUT RANDOM VARIABLES AND PROBABILITY DISTRIBUTIONS. International Journal Of Advance Research And Innovative Ideas In Education, 9(1), 1176-1182.
Chicago NAGENDRAPPA.G. "A BRIEF ANALYSIS ABOUT RANDOM VARIABLES AND PROBABILITY DISTRIBUTIONS." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 1 (2023) : 1176-1182.
Oxford NAGENDRAPPA.G. 'A BRIEF ANALYSIS ABOUT RANDOM VARIABLES AND PROBABILITY DISTRIBUTIONS', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 1, 2023, p. 1176-1182. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/A_BRIEF_ANALYSIS_ABOUT_RANDOM_VARIABLES_AND_PROBABILITY_DISTRIBUTIONS_ijariie19160.pdf (Accessed : ).
Harvard NAGENDRAPPA.G. (2023) 'A BRIEF ANALYSIS ABOUT RANDOM VARIABLES AND PROBABILITY DISTRIBUTIONS', International Journal Of Advance Research And Innovative Ideas In Education, 9(1), pp. 1176-1182IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/A_BRIEF_ANALYSIS_ABOUT_RANDOM_VARIABLES_AND_PROBABILITY_DISTRIBUTIONS_ijariie19160.pdf (Accessed : )
IEEE NAGENDRAPPA.G, "A BRIEF ANALYSIS ABOUT RANDOM VARIABLES AND PROBABILITY DISTRIBUTIONS," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 1, pp. 1176-1182, Jan-Feb 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/A_BRIEF_ANALYSIS_ABOUT_RANDOM_VARIABLES_AND_PROBABILITY_DISTRIBUTIONS_ijariie19160.pdf [Accessed : ].
Turabian NAGENDRAPPA.G. "A BRIEF ANALYSIS ABOUT RANDOM VARIABLES AND PROBABILITY DISTRIBUTIONS." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 1 ().
Vancouver NAGENDRAPPA.G. A BRIEF ANALYSIS ABOUT RANDOM VARIABLES AND PROBABILITY DISTRIBUTIONS. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : ]; 9(1) : 1176-1182. Available from: https://ijariie.com/AdminUploadPdf/A_BRIEF_ANALYSIS_ABOUT_RANDOM_VARIABLES_AND_PROBABILITY_DISTRIBUTIONS_ijariie19160.pdf
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