Every Python developer knows some or all of these libraries, because they’re stable, reliable, and excellent at what they do.

Uncover the hidden pitfalls of Excel regression and learn why Python is the key to unlocking clean, efficient data analysis.

Image by author created from Jupiter photo by NASA and Pandas photo by Pascal Müller on Unsplash I started a self-study path to learn the theoretical fundamentals of Data Science and Machine Learning.

If you’re doing work in statistics, data science, or machine learning, the odds are high you’re using Python. And for good reason, too: The rich ecosystem of libraries and tooling, and the convenience ...