Domino Data Science Blog

Data Science Trends, Tools, and Best Practices

Using Bayesian Methods to Clean Up Human Labels

Derrick Higgins, AmFam Data Science & Analytics, discusses how Bayesian methods can be applied to improve the quality of annotated training sets. Session...read more

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Reproducible dashboards and other great things to do with Jupyter

Mac Rogers, Research Engineer at Domino, presented best practices for creating Jupyter dashboards at a recent Domino Data Science PopUp. Session Summary In...read more

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Taking the Course: Practical Deep Learning for Coders

In this blog post, Lisa Green, Head of Domino for Good, describes the content, value, and experience of taking Lesson 1 of the...read more

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Best Practices for Managing Data Science at Scale

We recently published a practical guide for data science management intended to help current and aspiring managers learn from the challenges and successes...read more

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Fuzzy Matching to the Rescue

Jennifer Shin is the Founder & Chief Data Scientist at 8 Path Solutions. Jennifer is on the faculty in the data science graduate program at UC...read more

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Advice for Aspiring Chief Data Scientists: The People You Need

Nick Kolegraff is the founder of Whiteboard, a strategic innovation company focused on machine learning and AI. Previously, Kolegraff was the Chief Data...read more

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Stakeholder-Driven Data Science at Warby Parker

Max Shron, the head of data science at Warby Parker, delivered a presentation on stakeholder-driven data science at a Data Science Popup. This blog...read more

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Advice for Aspiring Chief Data Scientists: The Problems You Solve

Nick Kolegraff is the founder of Whiteboard, a strategic innovation company focused on machine learning and AI. Previously, Kolegraff was the Chief Data...read more

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Advice for Aspiring Chief Data Scientists: The Mindset You Need to Have

Nick Kolegraff is the founder of Whiteboard, a strategic innovation company focused on machine learning and AI. Previously, Kolegraff was the Chief Data...read more

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Answering Questions About Model Delivery on AWS at Strata

This post is a recap of the common questions Domino answered in the booth at Strata New York. We answered questions about access...read more

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What Your CIO Needs to Know about Data Science

What would you rather be doing? Data science or DevOps? As a data scientist, your CIO may hear from you that model deployment...read more

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Data for Good’s Inaugural Meetup: Peter Bull of DrivenData

Recently, Domino for Good hosted the inaugural meetup of the new group Data for Good. Over 40 data do-gooders came to see Peter Bull...read more

Domino for Good: Collaboration, Reproducibility, and Openness, in the Service of Societal Benefit

The Path of a Data Do-Gooder When I joined Domino Data Lab to lead the Domino for Good initiative a few months ago, it...read more

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Domino now supports JupyterLab — and so much more

You can now run JupyterLab in Domino, using a new Domino feature that lets data scientists specify any web-based tools they want to...read more

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Humans in the Loop

This guest blog post from Paco Nathan dives into how people and machines collaborating together to perform work is real and not science...read more

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Measuring Data Science Business Value

This blog post covers metrics that help data science leaders ensure their team’s work is aligned to business value. Data science managers and...read more

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