US01

Introduction to data meaning

GOT

Extraction of GOT's characters (beautiful soup, python lib), comparaison with a wiki (API), relation graph (gephi)

1. GOT part 1, read text and get person (US01_3)

2. GOT part 2, compare with web page (US01_4)

3. GOT part 3, make a lemma and graph (US01_5 -> 1 Prepare Characters Dict from AWOIF, 2 Book to Graph – Game of Thrones Experiment, 3 PCA Analysis)

Python

Introduction to python and notebook. (open, read and write in a csv, clean data)

1. Tip exercice (US01_1)

2. Data bank (US01_2)

R

Short introduction to R

RealEstate

Real estate in Baoshan district. Introduction to Orange. Build a classification tree

Restaurant

Restaurant in Baoshan. Orange utilisation

Plus

Part of US01 courses