Introduction
You will understand the contents of the course and be clear about the main process of data analysis and modelling.
0/4
Setting up Python Environment
You will be able to setup Python environment to starting data anlysis and modelling.
0/4
Data Exploration
You will be able to read local and online datasets into Pandas DataFrame, and make basic data exploration.
0/9
Data Preparation
You will be able to clean the data and preprocess the dara for further analysis and creating models.
0/8
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.
0/7
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.
0/5