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Introduction to Data Science

·         What is Data Science?

·          Role of Data Science

·          Scope of Data Science

1.   Descriptive and Inferential Statistics

Ø  Samples and Populations

·         Sample Statistics  Estimations of Population Parameters   Random and Non-random Sampling      Sampling Distributions      The Central limit Theorem    Degree of Freedom

Ø  Percentiles and Quartiles

Ø   Measures of Central Tendency

·         Mean     Median    Mode

Ø  Measures of Variability/Dispersions

·         Range IQR    Variance    Standard Deviation

Ø  Distributions

·         Normal Distributions Binomial Distribution

Ø  Probability Distribution

·         Events, Sample Space and Probabilities   Conditional Probabilities 

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