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Online Course

Introduction to Probability and Statistics

Indian Institute of Technology Madras and NPTEL via Swayam

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20
9 Months, Online Machine Learning & AI Diploma Columbia Engineering Executive Education via EMERITUS AD

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Overview

This course is aimed at being a pre term or a preparatory course for probability and statistics. It is very basic and introduces the students to the understanding of data and measuring associations. It also introduces the concepts of probability and distibutions

INTENDED AUDIENCE: Students, young managers/executives   PRE-REQUISITES: NONE   INDUSTRIES SUPPORT : Most industry should recognize this course.

Syllabus

COURSE LAYOUT Week 1 :Different types of data, Tables, charts, histograms, frequency distributions Week 2 :Measures of association Week 3 : Probability concepts, conditional probability, bayes theorm Week 4 : Probability distributions – random variable, expected value and variance Discrete distributions – Binomial,
Poisson Continuous distributions – Uniform, Normal

Taught by

Prof. G. Srinivasan

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