Data Analytics for Business Majors
Categories:
AI101
,
BizPrep101
,
Stemprep101
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Course Content
Data Analytics for business majors
Mean
Median
Mode
Measures of spread – I
Range and Interquartile range
Variance
Standard Deviation
Measures of Spread – II
Measures of central tendency
Adding/Subtracting Mean/Variance
Z-values
Distributions I
Discrete
Uniform/Stick, Normal and Continuous
Normal
Continuous
Distributions II
Binomial
Negative Binomial
Geometric
Poisson
Correlation and regression
Bivariate Data
Matched Pairs
Correlation and Regression
Limits
Central Limit Theorem
Confidence Limits – Known variance
Confidence Limits – Unknown variance
Hypothesis testing
Hypothesis testing – Known variance
Hypothesis testing – Unknown variance
Type I and Type II errors
Probability I
Probability and Types of events
Conditional Probability
Sample Space Diagrams
Probability II
Discrete Probability Distributions
Expected values
Probability Density functions
Probability Generating functions
