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    DATA SCIENCE COURSE CONTENT

Introduction to Data Science

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What is Data Science?

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Role of Data Science

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Scope of Data Science

1. Descriptive and Inferential Statistics

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Samples and Populations,Sample Statistics,Estimations of Population,Parameters,Random and Non,random Sampling,Sampli

ng Distributions,The Central limit Theorem,Degree of Freedom,Percentiles and Quartiles,Measures of Central Tendency,Mean,Median,Mode,Measures of Variability/Dispersions,Range,IQR,Variance,Standard Deviation,Distributions,Normal Distributions,Binomial Di,stribution

Probability Distribution,Events, Sample Space and Probabilities

Conditional Probabilities,Independence of Events,Bayes’ Theorem,Random Variable ,Confidence Intervals,Hypothesis,Testing,Null Hypothesis

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