Tag: Machine Learning
Data Science Use Cases and Challenges in Healthcare in 2021

Data Science Use Cases and Challenges in Healthcare in 2021

Artificial Intelligence (AI) offers promising opportunities to reinvent the healthcare industry, from optimizing the diagnostic progress to improving quality of care as well as managing hospital capacities. Particularly during a global pandemic AI carries the hope to...

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...

Top 25 Data Science Influencers to Follow in 2022

Top 25 Data Science Influencers to Follow in 2022

Top 25 Data Science Influencers to Follow in 2022 In the current times of COVID-19, we rely on exchanging information online, now more than ever. Keeping track of the latest open source library, a new algorithm or recently published paper can be hard or impossible on...

The Data Diet: How Data Journalism Becomes Sustainable

The Data Diet: How Data Journalism Becomes Sustainable

My pandemic media diet has been mostly newsletters and podcasts. I start my day with The New York Times and Morning Brew, and I end it questioning whether the CIA wrote one of the great post-Cold War rock ballads while cooking dinner. The bar to being a content...

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...

Leveraging Machine Learning and Open Data for Smart Cities

Leveraging Machine Learning and Open Data for Smart Cities

Based on a presentation by Priscilla Boyd – Senior Manager, Data Analytics at Siemens Mobility, watch the full presentation here. Widely considered one of the most interesting talks at #DSSATX (overall event recap here), Priscilla Boyd’s real-world examples of data...

Building Data Science Infrastructure

Building Data Science Infrastructure

Based on a presentation by Caitlin Hudon – Lead Data Scientist at OnlineMedEd, watch the full presentation here. At #DSSATX (overall event recap here), we loved the super-practical step-by-step advice on setting up the very first data science infrastructure and team...