Course curriculum

  • 1

    Data

    • Episode 1: Types of Data (14:12)

    • Episode 2: Displaying Numerical and Categorical Data (17:05)

    • Episode 3: Measures of Central Tendency (36:26)

    • Episode 4: Quartiles, Deciles and Percentiles (23:27)

    • Episode 5: Range and Interquartile Range (27:51)

    • Episode 6: Variance and Standard Deviation (15:46)

    • Episode 7: Shape and Modality of Data Sets

    • Episode 8: Analysing Data Sets (19:06)
  • 2

    Bivariate Data Analysis

    • Episode 1: Bivariate Data

    • Episode 2: Correlation

    • Episode 3: Line of Best Fit

    • Episode 4: Least-Squares Regression Line
  • 3

    Continuous Random Variable

    • Episode 1: Probability Density Functions

    • Episode 2: Calculating Probabilities

    • Episode 3: Cumulative Distribution Function

    • Episode 4: Cumulative Probability Function

    • Episode 5: Quantiles

    • Episode 6: Normal Distribution

    • Episode 7: Empirical Rule

    • Episode 8: Z-Scores

    • Episode 9: Applications of Normal Distributions