Python - machine learning Updates

[mariepelagie]

@EastBayEv Here is the list of updates for this workshop. Part 1 - Classification:

• Include code on how to plot an visualize decision trees
• Potentially use more interesting data set. Part 2 - Regression:
• minor updates on regression section in line 5 to remove error ( need to create copy of data) before assigning values
• Maybe some notes about non-parametric methods? Part 3 - Clustering:
• Consider adding a section on visualizing and using dendrograms
• Consider including section on dimensionality reduction ( eg PCA ) because these usually work in tandem with clustering
• Other advanced topics like Self organizing maps (SOM) in challenges or future readings Part 4 - TPOT:
• minor updates in tpot section in line 6 for windows machines (using !cat)