▪ Introduction to statistics
▪ The importance of statistics in data science
▪ Descriptive statistics
▪ Mean
▪ Mode
▪ Median
▪ Variability
▪ Standard Deviation
▪ Variance
▪ Range
▪ Percentile
▪ Quartile
▪ Interquartile Probability Range
▪ Algebra Linear
▪ Linear equations
▪ Matrix Algebraic
▪ Operations on arrays
▪ Calculus
▪ Limits
▪ Derivatives
▪ The importance of derivation in data science