I look at everything through the lens of systems engineering and workflow, using tools such as flowcharts and process charts. I spent another 2+ hours finishing my project for the Introduction to Machine Learning course.
We must apply systems logic, systems thinking, or systems engineering at work, at home, and in social life.
My main code matches the workflow chart. Please create a flowchart in a notebook and run it with a visualization to improve it significantly for your next task.
// I’m also including the main code of my program in this post.
# <<< Main Code >>>
df = Load_DataSet()
if df is not None:
Exploratory_Data_Analysis(df)
df = Data_Preparation(df)
y_test, y_pred_log_reg = Modeling(df)
Evaluation(y_test, y_pred_log_reg)
else:
print(“Program stopped because dataset could not be loaded.”)
