YoVDO

Introduction to probability and Statistics

Offered By: Indian Institute of Technology Madras via Swayam

Tags

Statistics & Probability Courses Data Analysis Courses Probability Courses Conditional Probability Courses Probability Distributions Courses Bayes Theorem Courses

Course Description

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 distibutionsINTENDED AUDIENCE: Students, young managers/executivesPRE-REQUISITES: NONEINDUSTRIES SUPPORT : Most industry should recognize this course.

Syllabus

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

Taught by

Prof. G. Srinivasan

Tags

Related Courses

Case-Based Introduction to Biostatistics
Johns Hopkins University via Coursera Einführung in die Wahrscheinlichkeitstheorie
Johannes Gutenberg University Mainz via iversity Probabilidad básica
Universidad Politécnica de Cartagena via Miríadax Computational Probability and Inference
Massachusetts Institute of Technology via edX Probability: Basic Concepts & Discrete Random Variables
Purdue University via edX