Use the Data$\_$Expression$\_$mRNA$\_9$classes.csv database, and the KNN and Logistic Regression machine learning algorithms to classify cell types in the mouse cortex and hippocampus revealed by single$-$cell RNA$-$seq.

Important:

Develop a python notebook that includes:

Exploratory Data Analysis $(20$ pts$)$

The ML techniques required and the performance evaluation with and without parameter optimization $(60$ pts$)$

Discuss and write your results within the same python notebook $(20$ pts$)$