Linear Algebra for Analysis by upGrad
Dive into Linear Algebra essentials for analytics! Explore vectors, matrices, transformations, eigenvalues, and eigenvectors
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
Linear Algebra for Analysis
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