Data-Science
56 posts
Data Science vs. Data Engineering
Understanding the fundamental differences between data science and data engineering through the lens of methodology rather than tools
Sklearn-Extensions: Collecting Useful Scikit-Learn Add-ons
From time to time I come across an interesting blog post, gist, or other snippet of code related to scikit-learn that is pretty cool. Historically, th
Grapht: graph connectedness and dimensionality
I've been toying around with [graph stuff](https://en.wikipedia.org/wiki/Graph_theory) from time to time for a while now. I still have pretty much no
Data Science Things Roundup #3
Data Science Things Roundup #3: TensorFlow Self Organizing Maps, DeBaCl for density-based clustering, and options for protecting Python codebases.
Data Science Things Roundup #2
Data Science Things Roundup #2: Featuring Lifelines for survival analysis, Patsy-learn for R-style syntax in scikit-learn, and HDBSCAN clustering library.
Data Science Things Roundup #1
Data Science Things Roundup #1: Explore Kaggle past solutions, Gooey for simple Python CLIs, and Metric-Learn for optimal distance metrics. First edition!