You will understand the contents of the course and be clear about the main process of data analysis and modelling.
Setting up Python Environment
You will be able to setup Python environment to starting data anlysis and modelling.
You will be able to read local and online datasets into Pandas DataFrame, and make basic data exploration.
You will be able to clean the data and preprocess the dara for further analysis and creating models.
Classic Statistical Linear Regression Models
You will be able to develop a classic Statistical Linear Regression Models, interprete the results, improve it, evaluate it and visualizae the results.
Machine Learning Linear Regression Models
Your will be able to develop Machine Learning Linear Regression Models, and you can train a model, evaluate it, improve it and visualize the results.