Domino Data Lab

JULY 2, 2019

Paco Nathan ‘s latest article covers program synthesis, AutoPandas, model-driven data queries, and more. In other words, using metadata about data science work to generate code. In this case, code gets generated for data preparation, where so much of the “time and labor” in data science work is concentrated.

Metadata 105

Metadata Machine Learning Data Science Data-driven 105

Domino Data Lab

MAY 8, 2019

Software engineering made major breakthroughs two decades ago by applying reductionist techniques to project planning and management. Admittedly, throughout large swaths of computer science, reductionism serves quite well. The lens of reductionism and an overemphasis on engineering becomes an Achilles heel for data science work.

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

Domino Data Lab

SEPTEMBER 9, 2019

The complementary Domino project is also available. This article and paired Domino project provide a brief introduction to working with natural language (sometimes called “text analytics”) in Python using spaCy and related libraries. Check out the Domino project to run the code. Introduction. Getting Started.

Deep Learning 110

Deep Learning Machine Learning Visualization Data Science 110