# 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