I recently completed the course and then wrote a script to automate the training and prediction process for random forests. The script also automates the feature engineering process and parameter ( for the random forest like min_samples_leaf) choosing process. The link to the blog can be found here :
Also the whole script can be found here :
Thank you @jeremy for the wonderful course !