Study Tutor

Study Tutor — a science-based learning assistant for diagnosis, guided teaching, practice, review, spaced repetition, and concise study notes under memory/{s...

Software Development Resources for Data Scientists

_Data scientists concentrate on making sense of data through exploratory analysis, statistics, and models. Software developers apply a separate set of knowledge with different tools. Although their focus may seem unrelated, data science teams can benefit from adopting software development best practices. Version control, automated testing, and other dev skills help create reproducible, production-ready code and tools._

data-science-ipython-notebooks

Continually updated Data Science Python Notebooks: Spark, Hadoop MapReduce, HDFS, AWS, Kaggle, scikit-learn, matplotlib, pandas, NumPy, SciPy, and various command lines.

The Analytics Engineering Roundup

. A newsletter about data science. [Archive](https://roundup.getdbt.com/archive).