BERT EXPLAINED: STATE OF THE ART LANGUAGE MODEL FOR NLP
March 2, 2020
Towards Data Science
BERT is undoubtedly a breakthrough in the use of Machine Learning for Natural Language Processing. The fact that it’s approachable and allows fast fine-tuning will likely allow a wide range of practical applications in the future.
THE RISE OF DATAOPS (OUT OF THE ASHES OF DATA GOVERNANCE)
February 26, 2020
To get a sense of what you will read here, here are two quotes and two technologies. Enjoy! “With Machine Learning, your data writes the code.” “Data pipelines are simply compilers that use data as the source code.” Palantir Foundry and Databricks' Delta Lake.
Data Engineering has evolved from just ETL. Successful teams need to know how to abstract, generalize, and create long-lasting solutions. And that involves coming up with core principles that guide your design practices. I found this article which offers three such important principles.
DATA SCIENTISTS AND FEATURE TEAMS : A BROTHER-SISTER-LIKE RELATIONSHIP
February 20, 2020
Etienne Desbrières @ ManoMano
Medium is a great place for information. Here is an article on the important subject of how to organize teams to leverage data science. Features are KPI's or values that can be fed into an algorithm. Feature teams are sometimes referred to as data engineering teams. Collaboration with the data scientist teams is paramount.
10 ANALYTICS AND AI STARTUPS YOU SHOULD KNOW ABOUT
February 20, 2020
I really don't like the way this article is presented - to maximize ad serving. Still, these data science tools are hot, hot, hot. If you are trying to extend the reach of data science and AI in your organization, this list is a great place to start with the tech portion.