Most of the libraries used in this hands-on exercises must be familiar to you by now. The libraries used in modeling the dataset are as follows:

• pandas: For data structure and data analysis in an easier way
• NumPy: For adding support for large, multi-dimensional arrays and matrices
• scikit-learn: For most machine learning algorithms
• Matplotlib: For generating graphs