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Tools of the trade: Time series data

July 5, 2020 Dave Froslie

This is the sixth post in a series of blog posts using a theme of “Tools of the trade”. The…

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Posted in: Python, Technical, Time Series, Tools of the trade

Tools of the trade: Log loss metric for classification ML

March 19, 2020 Dave Froslie

This is the fifth post in a series of blog posts using a theme of “Tools of the trade”. The…

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Posted in: Uncategorized

Tools of the trade: Classification ML F1 accuracy

February 22, 2020 Dave Froslie

This is the fourth post in a series of blog posts using a theme of “Tools of the trade”. The…

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Posted in: Python, Technical, Tools of the trade

Tools of the trade: Classification ML accuracy

December 22, 2019 Dave Froslie

This is the third post in a series of blog posts using a theme of “Tools of the trade”. The…

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Posted in: Data Science Process, Technical, Tools of the trade

Tools of the trade: Confusion matrix

December 1, 2019 Dave Froslie

This is the second post in a series of blog posts using a theme of “Tools of the trade”. The…

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Posted in: Learning, Technical, Tools of the trade

Tools of the trade: Data Science Virtual Machine

November 11, 2019 Dave Froslie

This is the first of a series of blog posts using a theme of “Tools of the trade”. If you’ve…

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Posted in: Data Science Process, Tools of the trade

Three attributes of a quality ML solution

October 17, 2019 Dave Froslie

We’ve been working on a machine learning (ML) product capability over the last several weeks. I’ve been framing our discussion…

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Posted in: Data Strategy

Data science grad school top 10

June 30, 2019 Dave Froslie

It’s been about two months since I wrapped up my last class in the UW Data Science master’s degree program.…

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Posted in: Data Strategy, Learning

Improving software estimates with statistics

May 15, 2019 Dave Froslie

Estimating software tasks is a very challenging. Inspired by a recent podcast and blog post, I want to pass along…

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Posted in: Software Engineering

Engineer vs. Architect vs. Scientist

April 28, 2019 Dave Froslie

Even though my undergraduate degree is in electrical engineering, I never had the professional title of Electrical Engineer. I did…

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Posted in: Data Strategy

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