Julia Fundamentals

Analyzing Patient Data

Visualizing Tabular Data

Figure 1

Heat map representing the data variable. Each cell is colored by value along a color gradientfrom blue to yellow.

Figure 2

A line graph showing the average inflammation across all patients over a 40-day period.

Figure 3

A line graph showing the maximum inflammation across all patients over a 40-day period.

Figure 4

A line graph showing the minimum inflammation across all patients over a 40-day period.

Storing Multiple Values in Vectors

Automating Repetition with Loops

Figure 1

Line graphs showing average, maximum and minimum inflammation across all patients over a 40-day period.

Analyzing Multiple Files

Figure 1

Output from the first iteration of the loop: three line plots showing daily average, maximum, and minimum inflammation over 40 days for all patients in the first dataset.

Figure 2

Output from the second iteration of the loop: three line plots showing daily average, maximum, and minimum inflammation over 40 days for all patients in the second dataset.

Figure 3

Output from the third iteration of the loop: three line plots showing daily average, maximum, and minimum inflammation over 40 days for all patients in the third dataset.

Figure 4

Heat map of the third inflammation dataset. Note that there are sporadic zero values throughout the entire dataset, and the last patient only has zero values over the 40 day study.

If/Else - Conditional Statements in Julia

Creating Functions

Handling errors

Writing Tests

Debugging

Course Conclusion