Model Building to Predict the Morale
Explore how to construct a simple linear regression model to predict student morale over a semester. Understand the challenges of modeling nonlinearity and the impact of bias and variance on model accuracy by comparing predicted outcomes with actual data trends.
We'll cover the following...
We'll cover the following...
So, we have the data. Let’s try to use a simple linear regression (one feature and the target) to model the relationship between morale over the time of the semester. Recall simple linear regression:
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