This pull request adds content for the episodes shown in the screenshot below. The content is in draft form and there are various bugs etc that need cleaning up. I will follow up with another pull request shortly (after this is hopefully merged) to clean up various things, including:
fixing errors and filling in some gaps
tidying up figures and replacing placeholders
fixing various aspects of the code (e.g. trying to reduce the size of code chunks)
replacing the linear regression example with a simpler alternative
adding exercises, etc
This lesson is intended to be supplemented by additional lessons. These lessons will include (1) tree models and (2) responsible machine learning. Several key topics (e.g. overfitting, bias, variance, etc) will be covered in those lessons, so I made the decision not to include them here.
This pull request adds content for the episodes shown in the screenshot below. The content is in draft form and there are various bugs etc that need cleaning up. I will follow up with another pull request shortly (after this is hopefully merged) to clean up various things, including:
This lesson is intended to be supplemented by additional lessons. These lessons will include (1) tree models and (2) responsible machine learning. Several key topics (e.g. overfitting, bias, variance, etc) will be covered in those lessons, so I made the decision not to include them here.