Bowles Notebooks#

Files used by Michael Bowles: Machine Learning in Python: Essential Techniques for Predictive Analysis. Wiley 2015.

Datasets#

cd ~/b/data/

Find this files:

  • titanic_MLPC.csv

  • sonar.all-data.csv

  • abalone.data.csv

  • glass.data.csv

  • winequality-red.csv

Find also this files:

  • schuhgroesse_ws2021.csv

Notebooks#

Change to the Bowles Notebooks dir:

cd ~/b/Bowles2015/

Find a dozend notebooks related to the code examples in Bowles2015, updated to Python 3.x:

  • Bowles_2.1_titanic.ipynb

  • Bowles_2.2_rocks.ipynb

  • Bowles_2.3_rocks.ipynb

  • Bowles_2.4_abalone.ipynb

  • Bowles_2.5_wine.ipynb

  • Bowles_2.6_glass.ipynb

  • Bowles_3.3_rocks.ipynb

  • Bowles_3.4_wine_rocks.ipynb

  • Bowles_4.3_wine.ipynb

  • Bowles_5.2_wine.ipynb

  • Bowles_5.3_rocks.ipynb

  • Bowles_5.5_glass.ipynb