Course curriculum

  • 1

    Module 0 - Introduction

    • Segment 00 - Message from Instructor
  • 2

    Module 1 - Descriptive Statistics

    • Segment 1 - Mean average
    • Segment 2 - Median average
    • Segment 3 - Mode average
    • Segment 4 - Comparing averages
    • Segment 5 - Quantiles, range and IQR
    • Segment 6 - Standard deviation and variance
    • Segment 7 - Coefficient of variation
    • Segment 8 - Skew
    • Segment 9 - Kurtosis
    • Segment 10 - Correlation
  • 3

    Module 2 - Cleaning Data

    • Segment 11 - Anomalies and outliers
    • Segment 12 - Coding data
  • 4

    Module 3 - Visualizing Data

    • Segment 13 - Line graphs
    • Segment 14 - bar charts
    • Segment 15 - dual axis charts
    • Segment 16 - pie charts
    • Segment 17 - histograms
    • Segment 18 - box plots
    • Segment 19 - cumulative frequency
    • Segment 20 - comparing visualizations
  • 5

    Module 4 - Sampling

    • Segment 21 - populations and samples
    • Segment 22 - Random sampling 1
    • Segment 23 - non random sampling
  • 6

    Module 5 - Probability

    • Segment 24 - what is probability
    • Segment 25 - independent events
    • Segment 26 - mutually exclusive events
    • Segment 27 - tree diagrams
    • Segment 28 - venn diagrams
    • Segment 29 - conditional probability
    • Segment 30 - set notation
    • Segment 31 - bayes theorem