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.
Understand Regression using a case study approach !!