Regression 101

Regression is one of the most fundamental algorithms which makes tons of assumptions about the data. 

- Knowing the fundamentals and interpreting it is key to be able to use this baseline algorithm everywhere. 

- Talks through a case with explanations, assumptions and how to interpret the outputs along with statistically de-bugging the model. 

The core concepts of de-bugging a model and iterating over it, get used across all models including more complex and non-linear based ones.