GitHub recently got into the already-crowded CI/CD space with GitHub Actions. For enterprises, you may not want to shake up what already works, but for Open Source Projects, GHA provides a surprising amount of features and an even more enticing price tag: free.
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Forecasting the stock market with pmdarima
An end-to-end time series example with python's auto.arima equivalent
Stock Market Prediction
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Auto-deploying your Sphinx doc on gh-pages
Automating your documentation deployments
The issue
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How to ensure model obsolescence (part 2)
Data dredging
In the spirit of my last post, I want to continue talking about some common mistakes I see among machine learning practitioners. Last time, we saw how covariate shift can be accidentally introduced by (seemingly harmlessly) applying a fit_transform to your test data. This time, I want to cover an...
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How to ensure model obsolescence (part 1)
Fitting your test set and other terrible practices in ML
Throughout my tenure in the field of data science and machine learning, I’ve had the privilege to interview a lot of candidates. Some interviews have gone splendidly; others have gone horrendously. And, to the credit of those who have bombed, sometimes you’re just nervous and trip up, I get it....
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