ZJW-92 / data_analysis_ex

10 very popular data analysis exercises I have practised with jupyter notebook in my spare time, including Iris flowers, Titanic, K means clustering, linnear regression and logistic regression etc.

10 popular examples of data analysis

1 Popular names in USA

• data source: https://www.ssa.gov/oact/babynames/limits.html

2 Iris flowers

• data source: http://archive.ics.uci.edu/ml/datasets/Iris

3 Visualization

4 Titanic

5 Feature Engineering-shared bike

6 Ames house price prediction

7 Linear regression

8 Logistic regression

9 K means clustering

10 CNN