Link to the material on github.
I created this material for a pre-christmas event at our department. The goal was to enable even complete ML beginners (all had an engineering major though) to participant in a kaggle competition. The workshop was divided into two parts. In the first part I went through some Machine Learning basics using the titanic dataset from kaggle. This took about 3-4 hours. Here is the outline:
In the second part we built teams and worked on the housing price challenge on kaggle. I created three different starter kits (all included in the repo) so that even people with no ML background could get to a decent solution.
Feel free to use it in whatever way you want!