Author archive for Josh Poduska, page 3
Josh Poduska
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/
A Practitioner's Guide to Deep Learning with Ludwig
Joshua Poduska provides a distilled overview of Ludwig including when to use Ludwig’s command-line syntax and when to use its Python API.
By Josh Poduska7 min read
Can Data Science Help Us Make Sense of the Mueller Report?
This blog post provides insights on how to apply Natural Language Processing (NLP) techniques.
By Josh Poduska4 min read
SHAP and LIME Python Libraries: Part 2 - Using SHAP and LIME
This blog post provides insights on how to use the SHAP and LIME Python libraries in practice and how to interpret their output, helping readers prepare to produce model explanations in their own work. If interested in a visual walk-through of this post, then consider attending the webinar.
By Josh Poduska9 min read
SHAP and LIME Python Libraries: Part 1 - Great Explainers, with Pros and Cons to Both
This blog post provides a brief technical introduction to the SHAP and LIME Python libraries, followed by code and output to highlight a few pros and cons of each. If interested in a visual walk-through of this post, consider attending the webinar.
By Josh Poduska6 min read
Expert Interview (Pt 2): Josh Poduska, Chief Data Scientist at Domino Data Lab on Tracking Model Lineage
At the recent Strata Data event in NYC, Paige Roberts of Syncsort had a chance to sit down and speak with Josh Poduska, the Chief Data Science Officer at Domino Data Lab. In part one, Roberts and Poduska discussed data science maturity levels and how to make data science more achievable and practical.
By Josh Poduska7 min read
Expert Interview (Pt 1): Josh Poduska, Chief Data Scientist at Domino Data Lab on Making Production Data Science More Achievable
]At the recent Strata Data event in NYC, Paige Roberts of Syncsort had a chance to sit down and speak with Josh Poduska, the Chief Data Science Officer at Domino Data Lab. In part one of this two part series, Roberts and Poduska discuss data science maturity levels and how to make data science more achievable and practical.
By Josh Poduska8 min read
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