d164: Udacity machine learning nanodegree (nd009) [STUDY NOTES – NO SPOILERS]

(NO SPOILERS – just useful links)

‘Statistical Analysis‘ and ‘Data Modeling‘

Pandas:

 

Book on Pandas: Python for Data Analysis – Data Wrangling with Pandas, NumPy, and IPython

Scikit Label Encoder:

http://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.LabelEncoder.html

Scikit OneHotEncoder:

http://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.OneHotEncoder.html