Data Skeptic

A year in recap.

Direct download: nlp-in-2019.mp3
Category:general -- posted at: 3:51am PDT

We are joined by Colin Raffel to discuss the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer".

Direct download: the-limits-of-nlp.mp3
Category:general -- posted at: 5:18pm PDT

Seth Juarez joins us to discuss the toolbox of options available to a data scientist to jumpstart or extend their machine learning efforts.

Direct download: jumpstart-your-ml-project.mp3
Category:general -- posted at: 9:25am PDT

Alex Reeves joins us to discuss some of the challenges around building a serverless, scalable, generic machine learning pipeline.  The is a technical deep dive on architecting solutions and a discussion of some of the design choices made.

Direct download: serverless-nlp-model-training.mp3
Category:general -- posted at: 6:13pm PDT

Buck Woody joins Kyle to share experiences from the field and the application of the Team Data Science Process - a popular six-phase workflow for doing data science.


Direct download: the-team-data-science-process.mp3
Category:general -- posted at: 2:54pm PDT

Thea Sommerschield joins us this week to discuss the development of Pythia - a machine learning model trained to assist in the reconstruction of ancient language text.

Direct download: ancient-text-restoration.mp3
Category:general -- posted at: 10:25pm PDT