The field of small data

I'm new to data science and machine learning. Currently I'm working on a project where I want to build a model, based on four inputs. The data is based on properties of a certain class of chemicals. One of the columns is categorical, based on what type (chemical structure) each chemical is within the class.

The thing is, the amount of data points (rows) in the set is a bit over 100, and due to missing data, and more importantly, …

data datascience small small data