List of potential examples to include in this repo

[MichaelClifford]

As I data scientists, I would like to have a library of general purpose and reusable notebooks, on a variety of Data Science topics so that as a team we are able to share, reference and re-use fundamental data science work to make us more efficient.

List of topics:

• Dimensional Reduction
• Explainability
• Time Series Anomaly Detection (univariate/ multidimensional)
• Feature Engineering/ Feature Selection
• Categorical Feature Encoding

[Shreyanand]

+1 on the idea. Do we want to add details on what aspects these notebooks should focus on?
For e.g., pros and cons of each dim. red. method...

[MichaelClifford]

@Shreyanand good point. We can edit the issue to include some more details/ guidelines on what the notebooks should focus on.