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Shad Griffin

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Geek Culture

Evaluating my 4th Down Conversion Model — NFL Weeks 1-6

Using momentum and game context to predict the likelihood of 4th down conversion in the National Football League.

Oct 18

Evaluating my 4th Down Conversion Model — NFL Weeks 1-6

Oct 18

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Geek Culture

Leveraging Momentum to Predict 4th Down Conversion in the National Football League

In this article and associated notebook, I unequivocally prove that momentum exists in the NFL by quantifying and using it to build a…

Jul 12

Leveraging Momentum to Predict 4th Down Conversion in the National Football League

Jul 12

Published in
Geek Culture

Deploying a Watson Machine Learning Model with Python

In this article, I build a machine learning model in a jupyter notebook inside Watson Studio, then deploy the model programmatically using…

Feb 24, 2023

Deploying a Watson Machine Learning Model with Python

Feb 24, 2023

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A Complete Solution to the Backblaze Machine Failure Kaggle Problem , VI

Part Six, Evaluating the Model

Dec 28, 2022

A Complete Solution to the Backblaze Machine Failure Kaggle Problem , VI

Dec 28, 2022

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A Complete Solution to the Backblaze Machine Failure Kaggle Problem, V

Step Five, Modeling the Data

Dec 28, 2022

A Complete Solution to the Backblaze Machine Failure Kaggle Problem, V

Dec 28, 2022

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A Complete Solution to the Backblaze Machine Failure Kaggle Problem, IV

Step Four, Adding Features

Dec 28, 2022

A Complete Solution to the Backblaze Machine Failure Kaggle Problem, IV

Dec 28, 2022

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A Complete Solution to the Backblaze Machine Failure Kaggle Problem, III

Step Three, Shaping and cleaning the data

Dec 28, 2022

A Complete Solution to the Backblaze Machine Failure Kaggle Problem, III

Dec 28, 2022

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A Complete Solution to the Backblaze Machine Failure Kaggle Problem, II

Step Two, Creating Mean Encoded Features

Dec 28, 2022

A Complete Solution to the Backblaze Machine Failure Kaggle Problem, II

Dec 28, 2022

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A Complete Solution to the Backblaze Machine Failure Kaggle Problem, I

Step One, File Processing

Dec 28, 2022

A Complete Solution to the Backblaze Machine Failure Kaggle Problem, I

Dec 28, 2022

Published in
Geek Culture

Machine Learning with Biased Data

Moving Forward when the Historical Record Includes Racial, Gender or Other Types of Discrimination

Jan 8, 2022

Machine Learning with Biased Data

Jan 8, 2022

Shad Griffin

Shad Griffin

Economist, Data Scientist and Data Wrangler. Opinions expressed and funny jokes are exclusively mine. Seeking truth from my treehouse on Idiot’s Hill.

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