Biomedical Data Analysis

Introduction mini Project 1: practice to build a simpler database using a complex database (ChEMBL) Drug – target interaction Practice to model a small database (entity – relationship model) using Chembl data mini Project 2: organize your own data for research

Matplotlib Matplotlib is a general library for plotting data. Scatter plot Bar plot Seaborn Seaborn allows more advanced data visualization, based on matplotlib library. Scatter plot Clustermap

Linear Regression Load libraries Load data Divide datasets into training and testing sets Generate a model Machine learning (training): seek for the optimal parameters Make predictions Analyze models Visualize the results