Category: Technology
A Guide to Differential Privacy at Scale

A Guide to Differential Privacy at Scale

Introduction The growth of AI and machine learning (ML) has led researchers to think, research and stress the development of ethical AI solutions - with AI models / solutions able to provide: Explainability & Interpretability Privacy  Fairness Model...

Bias and Interpretability in Machine Learning

Bias and Interpretability in Machine Learning

Presented by Fatih Akici – Manager, Risk Analytics and Data Science at Populus Financial Group during Data Science Salon Austin, you can watch the full talk here. As intelligent systems deepen their footprints in our daily lives, algorithmic bias becomes a more...

Introducing AutoML

Introducing AutoML

  AutoML is a term that appears increasingly in tech industry articles and vendor product claims, and is also a hot topic within AI research in academia. Consider how nearly all of the public cloud vendors promote some form of AutoML service. The tech...

Time Series Analysis with Pandas

Time Series Analysis with Pandas

This talk by Joshua Malina, Senior Machine Learning Engineer at AMEX, focuses on how Pandas makes time series data investigation more accessible.     My name is Josh Malina, I work at American Express. Today we'll be talking about time series analysis with...

Automated Machine Learning: Using AI to build better AI

Automated Machine Learning: Using AI to build better AI

Now that knowledge of machine learning is making its way into offices all around the world, company leaders have a strong desire to automate processes that have existed manually for years.  Google’s Jasmeet Bhatia, a talented machine learning specialist,...