42.44. Regression with Scikit-learn

42.44.1. Instructions

Take a look at the Linnerud dataset in Scikit-learn. This dataset has multiple targets: ‘It consists of three exercise (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.

42.44.2. Rubric

Criteria	Exemplary	Adequate	Needs Improvement
Submit a descriptive paragraph	Well-written paragraph is submitted	A few sentences are submitted	No description is supplied

42.44.3. Acknowledgments

Thanks to Microsoft for creating the open-source course ML-For-Beginners. It inspires the majority of the content in this chapter.