Data Science for Finance and Insurance

Course 2: Basics on clustering

• Lecture on clustering : LectureClustering.pdf. Notebook : LectureClustering. ipynb

• The scikit-learn website

• Lab on clustering : Lab.pdf

Course 1 : Basics on Random Variables with Python

• First lecture on Random Variables :  CM_RandomVariables1.pdf. Notebook of Lecture 1 : Lecture1.ipynb

• Tutorial on Seaborn : Seaborn.ipynb. Iris dataset : iris.csv

• Exploratory Data Analysis : EDA1.pdf. Data : Ames.csv. Notebook : EDA.ipynb