Working Example

Figure 1

Penguins
UK Antarctic Heritage Trust, ukaht.org

Problem Definition

Figure 1

Tasks
“Tasks” by Randall Munroe, xkcd.com/1425, used under CC BY-NC 2.5.

Figure 2

Cartoon illustrating poor data understanding
“Best Selling Product” by Piotr Kononow, dataedo.com/cartoon/best-selling-product, used under CC BY-NC 2.5.

Figure 3

Flow Diagram for determining supvervised vs unsupervised.

Figure 4

Diagram distinguishing classification and regression tasks.

Figure 5

Diagram showing difference between clustering and dimensionality reduction.

Figure 6

Here to Help
“Here to Help” by Randall Munroe, xkcd.com/1536, used under CC BY-NC 2.5.