S1E7 - Design a Data Platform that InfoSec will love

DatabasesMachine LearningMLOpsPythonMLFlowSecurity
Written By Terry McCann
 

In this episode, Terry, Tori & Craig talk about security. We answer the question everyone has been asking “What do InfoSec do all day?”. Craig has been writing a lot about how to design a secure data platform which you can find below. We take the opportunity to quiz Craig on where to start and what should you consider when building a data platform.

As always, we talk about Beer and what interesting things have happened in data and ai this week. In this is episode we discuss Craig’s blogs, DeepMinds’s Gato and much more.

Links:

Craigs Blogs: Security Archives - Craig Porteous

Delta Sharing | Delta Lake

GitHub - symphonynet/SymphonyNet: Symphony Generation with Permutation Invariant Language Model

SymphonyNet paper: *2205.05448.pdf (arxiv.org)

Tech giants pledge $30M to boost open source software security | TechCrunch

Gato A Generalist Agent (deepmind.com)

 

Listen to full episode :

Terry McCann

Microsoft MVP. Principal Consultant and Owner of Advancing Analytics Limited, an Advanced Analytics consultancy in the UK. Advancing Analytics helps businesses advance their analytical capabilities. Our focus is on Data Science, Data Engineering, DataOps and applied AI. Terry holds a Master's degree in Data Science - with a focus on DataOps for Machine Learning. Organiser of the Data Science Exeter user group, frequent speaker at conferences across the world and the host of the Data Science in Production Podcast.

https://www.advancinganalytics.co.uk
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