Subject Details
Dept     : AIDS
Sem      : 4
Regul    : 2023
Faculty : Rajitha
phone  : 9080888092
E-mail  : rajitha.m.ad@snsce.in
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Lecture Notes

UNIT 1:
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Need for data science
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benefits and uses
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facets of data
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data science process
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setting the research goal
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retrieving data
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cleansing, integrating, and transforming data
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exploratory data analysis
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build the models
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presenting and building applications.
UNIT 2:
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Frequency distributions
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Outliers
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Interpreting distributions
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Graphs
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Averages
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Describing variability
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Interquartile range
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Variability for qualitative and ranked data
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Normal distributions
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Normal distributions
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Correlation
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Regression
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regression line
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Standard error of estimate
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Interpretation of r2
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Multiple regression equations
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Regression toward the mean.