pechyonkin/skor

Shoes price predictor.

Skór

Skór means shoes in Icelandic.

Exercise 1

Submission for this exercise includes the following files:

• 00_exploring_data.ipynb – initial exploratory analysis
• 01_prepare_data.ipynb – manual data transformation
• 02_data_pipeline_refactored.ipynb – refactored code, modeling, and analysis (if I had to submit only one notebook this would be it)
• Accompanying Notes.pdf – notes that have important analysis and explanations about how I processed the variables and proceeded with training

The notebooks above have metadata and outputs stripped for more convenient diff display when committing using Git, if you'd like to have a look at the rendered outputs, please look in the folder:

• PDF notebooks that has all three notebooks with outputs rendered (beware that the first to have long output pages, the last one has no long outputs).

Exercise 2

Submission for this exercise includes the following file, as per the instructions:

• Machine Learning Solutioning.md