Predict water availability in Sierra Leone with random forests

This screencast shows how to use tidymodels to train and evaluate random forest models for #TidyTuesday water sources in Sierra Leone. Check out the code on my blog: https://juliasilge.com/blog/water-sou...

Class imbalance and classification metrics with aircraft wildlife strikes
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Class imbalance and classification metrics with aircraft wildlife strikes

Get started with tidymodels and classification of penguin data
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Get started with tidymodels and classification of penguin data

Predict injuries for Chicago traffic crashes with tidymodels
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Predict injuries for Chicago traffic crashes with tidymodels

Weighted log odds ratios for haunted places in the US
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Weighted log odds ratios for haunted places in the US

Predict ratings for chocolate with tidymodels
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Predict ratings for chocolate with tidymodels

Knicks Fans Brand Elmo a Traitor & Trump Storms Out of "Meet the Press" Interview | The Daily Show
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Knicks Fans Brand Elmo a Traitor & Trump Storms Out of "Meet the Press" Interview | The Daily Show

How French Drains Work
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How French Drains Work

Trump Attends NBA Finals, Cries Election Fraud in California & Storms Out of Interview
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Trump Attends NBA Finals, Cries Election Fraud in California & Storms Out of Interview

Trump Crashes the NBA Finals Party, Throws Unhinged Tantrum on Meet the Press: A Closer Look
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Trump Crashes the NBA Finals Party, Throws Unhinged Tantrum on Meet the Press: A Closer Look

Gil Strang's Final 18.06 Linear Algebra Lecture
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Gil Strang's Final 18.06 Linear Algebra Lecture

Powering An Old Mill -  1.5 Kw Lake District Overshot Waterwheel Project Part 2
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Powering An Old Mill - 1.5 Kw Lake District Overshot Waterwheel Project Part 2

Tom Mock | A Gentle Introduction to Tidy Statistics in R | RStudio (2019)
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Tom Mock | A Gentle Introduction to Tidy Statistics in R | RStudio (2019)

Why Are Cooling Towers Shaped Like That?
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Why Are Cooling Towers Shaped Like That?

Welcome To Fourah Bay - Freetown City 🇸🇱 Roadtrip 2021 - Explore With Triple-A
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Welcome To Fourah Bay - Freetown City 🇸🇱 Roadtrip 2021 - Explore With Triple-A

This Is How The World's Strongest Anchor Chains Are Made  | by @Satisfyingtech116
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This Is How The World's Strongest Anchor Chains Are Made | by @Satisfyingtech116

Full Tidymodels Workflowsets Machine Learning Tutorial | Interview w/ Julia Silge (Rstudio)
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Full Tidymodels Workflowsets Machine Learning Tutorial | Interview w/ Julia Silge (Rstudio)

Zwischen Deutschland und Dänemark: Mega-Baustelle Fehmarnbelttunnel | Die Nordreportage | NDR Doku
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Zwischen Deutschland und Dänemark: Mega-Baustelle Fehmarnbelttunnel | Die Nordreportage | NDR Doku

Impute missing data and handle class imbalance for Himalayan climbing expeditions
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Impute missing data and handle class imbalance for Himalayan climbing expeditions

Water Pump Without Electricity That Can Pump Water Up to the Hill
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Water Pump Without Electricity That Can Pump Water Up to the Hill

Machine Learning with R and TensorFlow
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Machine Learning with R and TensorFlow