September 12, 2024

Leveraging AWS’s MLOps platform to serve your LLM models Jake Teo · Follow Published in Towards Data Science · 8 min read · 2 hours ago — Instances in an MLOps workflow that require an inference endpoint (created by author). In any machine learning project, the goal is to train a model that can be used by others to derive a good prediction. To do that, the model needs to be served for inference. Several

One answer and many best practices for how larger organizations can operationalizing data quality programs for modern data platforms Michael Segner · Follow Published in Towards Data Science · 9 min read · 1 hour ago — An answer to “who does what” for enterprise data quality. Image courtesy of the author. I’ve spoken with dozens of enterprise data professionals at the world’s largest corporations, and one of the most common data quality questions is,

For those leading Data Science teams, here are 6 essential competencies that separate juniors from seniors in a robust and objective way. Jose Parreño · Follow Published in Towards Data Science · 10 min read · 2 hours ago — In 2021, 365 DataScience carried out a study of 1,000s of Linkedin profiles to understand trends in the data science discipline. A couple of points that really stood out were that “Very few individuals (less