IIRF Online > Business > Business Analytics & Intelligence > Business Analytics > Basics of Inferential Statistics
Basics of Inferential Statistics by upGrad
This course teaches data analytics using random samples to understand populations, covering probability, statistics, distributions, sampling methods, and more
Skills you will learn!
Curriculum
3 Topics
Random variables
Probability distributions
Expected value
4 Topics
Probability withour Experiment
Binomial Distribution
Cumulative Probability
Comprehension: Expected Value
3 Topics
Probability Density Functions
Normal Distribution
Standard Normal Distribution
5 Topics
Samples
Sampling Distributions
Properties of Sampling Distributions
Estimating Mean using CLT
Confidence Interval
5 Topics
Types of Sampling Methods
Uses in Market Research
Uses in Marketing Campaigns
Uses in Pilot Testing
Uses in Quality Control
Basics of Inferential Statistics
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