Checking test coverage with pytest-cov

Test coverage

I wanted to analyze my python package flaskurls for test coverage. this is how you can do it:

pipenv install pytest-cov
py.test --cov=flask_url_mapping tests/
----------- coverage: platform win32, python 3.6.5-final-0 -----------
Name                              Stmts   Miss  Cover
flask_url_mapping\         1      0   100%
flask_url_mapping\      73      0   100%
TOTAL                                74      0   100%

========================== 10 passed in 0.60 seconds ==========================

10 things I didn’t know about Data Science a year ago

In my article My personal road map for learning data science in 2018 I wrote about how I try to tackle the data science knowledge sphere. Due to the fact that 2018 is slowly coming to an end I think it is time for a little wrap up.

What are the things I learned about Data Science in 2018? Here we go:

1. The difference between Data Science, Machine Learning, Deep Learning and AI

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