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Sean Owen
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  • Austin, TX
  • United States
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Sean Owen posted a blog post

Detecting Bias with SHAP

StackOverflow’s annual developer survey concluded earlier this year, and they have graciously published the (anonymized) 2019 results for analysis. They’re a rich view into the experience of software developers around the world — what’s their favorite editor? how many years of experience? tabs or spaces? and crucially, salary. Software engineers’ salaries are good, and sometimes both eye-watering and news-worthy.The tech industry is also painfully aware that it does not always live up to its…See More
Aug 8
Sean Owen's blog post was featured

Detecting Bias with SHAP

StackOverflow’s annual developer survey concluded earlier this year, and they have graciously published the (anonymized) 2019 results for analysis. They’re a rich view into the experience of software developers around the world — what’s their favorite editor? how many years of experience? tabs or spaces? and crucially, salary. Software engineers’ salaries are good, and sometimes both eye-watering and news-worthy.The tech industry is also painfully aware that it does not always live up to its…See More
Aug 8

Profile Information

Field of Expertise
Data Science, Machine Learning, Business Analytics
Your Company:
Databricks
Your Job Title:
Data Science Lead
Interests:
Contributing

Sean Owen's Blog

Detecting Bias with SHAP

Posted on August 8, 2019 at 8:00am 0 Comments

StackOverflow’s annual developer survey concluded earlier this year, and they have graciously published the (anonymized) 2019 results for analysis. They’re a rich view into the experience of software developers around the world — what’s their favorite editor? how many years of experience? tabs or spaces? and crucially, salary. Software engineers’ salaries are good, and sometimes both eye-watering and news-worthy.

The tech industry is also painfully aware that it does not always live…

Continue

An Introduction to Bayesian Reasoning

Posted on February 13, 2019 at 8:00am 3 Comments

An Introduction to Bayesian Reasoning

You might be using Bayesian techniques in your data science without knowing it! And if you're not, then it could enhance the power of your analysis. This blog post, part 1 of 2, will demonstrate how Bayesians employ probability distributions to add information when fitting models, and reason about uncertainty of the model's fit.

Grab a coin. How fair is the coin? What is the probability…

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