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Domino Data Lab empowers the largest AI-driven enterprises to build and operate AI at scale. Domino’s Enterprise AI Platform provides an integrated experience encompassing model development, MLOps, collaboration, and governance. With Domino, global enterprises can develop better medicines, grow more productive crops, develop more competitive products, and more. Founded in 2013, Domino is backed by Sequoia Capital, Coatue Management, NVIDIA, Snowflake, and other leading investors.

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Josh Poduska

Author archive for Josh Poduska, page 2

Josh Poduska is the Chief Field Data Scientist at Domino Data Lab and has 20+ years of experience in analytics. Josh has built data science solutions across domains including manufacturing, public sector, and retail. Josh has also managed teams and led data science strategy at multiple companies, and he currently manages Domino’s Field Data Science team. Josh has a Masters in Applied Statistics from Cornell University. You can connect with Josh at https://www.linkedin.com/in/joshpoduska/

Data Science

Trending Toward Concept Building - A Review of Model Interpretability for Deep Neural Networks

By Josh Poduska9 min read

MLOps

The role of containers on MLOps and model production

By Josh Poduska3 min read

Perspective

The Evolution of AI -- Plus 3 Traits Needed to Survive the Next Mass Extinction

By Josh Poduska8 min read

Data Science

A practitioner's guide to deep learning with Ludwig

By Josh Poduska6 min read

Perspective

A Unique Country-to-Country COVID-19 Comparison

By Josh Poduska4 min read

Data Science

Can Data Science Help Us Make Sense of the Mueller Report?

By Josh Poduska4 min read

Code

SHAP and LIME Python libraries: Part 2 - using SHAP and LIME

By Josh Poduska8 min read

Code

SHAP and LIME Python Libraries: Part 1 - Great Explainers, with Pros and Cons to Both

By Josh Poduska5 min read

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