assignment

2-Regression/1-Tools/README.md

@@ -145,10 +145,11 @@ plt.scatter(X_test, y_test,  color='black')
 plt.plot(X_test, y_pred, color='blue', linewidth=3)
 plt.show()
 ```
-Congratulations, you just built your first Linear Regression model, created a prediction with it, and displayed it in a plot!
+✅ Think a bit about what's going on here. A straight line is running through many small dots of data, but what is it doing exactly? Can you see how you should be able to use this line to predict where a new, unseen data point should fit in relationship to the plot's y axis? Try to put into words the practical use of this model.
 
-🚀 Challenge: Try to plot a different variable from this dataset. Hint: edit this line: `X = X[:, np.newaxis, 2]`. Given this dataset's target, what are you able to discover about the progression of diabetes as a disease?
+Congratulations, you just built your first Linear Regression model, created a prediction with it, and displayed it in a plot!
 
+🚀 Challenge: Plot a different variable from this dataset. Hint: edit this line: `X = X[:, np.newaxis, 2]`. Given this dataset's target, what are you able to discover about the progression of diabetes as a disease?
 ## [Post-lecture quiz](https://jolly-sea-0a877260f.azurestaticapps.net/quiz/6/)
 
 ## Review & Self Study

2-Regression/1-Tools/assignment.md

@@ -1,9 +1,13 @@
-# [Assignment Name]
+# Regression with Scikit-Learn
 
 ## Instructions
 
+Take a look at the [Linnerud dataset](https://scikit-learn.org/stable/modules/generated/sklearn.datasets.load_linnerud.html#sklearn.datasets.load_linnerud) in Scikit-Learn. This dataset has multiple [targets](https://scikit-learn.org/stable/datasets/toy_dataset.html#linnerrud-dataset): 'It consists of three excercise (data) and three physiological (target) variables collected from twenty middle-aged men in a fitness club'.
+
+In your own words, describe how to create a Regression model that would plot the relationship between the waistline and how many situps are accomplished. Do the same for the other datapoints in this dataset.
+
 ## Rubric
 
 | Criteria | Exemplary | Adequate | Needs Improvement |
 | -------- | --------- | -------- | ----------------- |
-|          |           |          |                   |
+| Submit a descriptive paragraph         |  Well-written paragraph is submitted         |  A few sentences are submitted        | No description is supplied                  |