Shad Griffin – Medium

Shad Griffin
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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…

7 min readFeb 24, 2023

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Deploying a Watson Machine Learning Model with Python

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Shad Griffin
in
Geek Culture

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

Part Six, Evaluating the Model

18 min readDec 28, 2022

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

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Shad Griffin
in
Geek Culture

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

Step Five, Modeling the Data

9 min readDec 28, 2022

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

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Shad Griffin
in
Geek Culture

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

Step Four, Adding Features

8 min readDec 28, 2022

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

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Shad Griffin
in
Geek Culture

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

Step Three, Shaping and cleaning the data

9 min readDec 28, 2022

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

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Shad Griffin
in
Geek Culture

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

Step Two, Creating Mean Encoded Features

6 min readDec 28, 2022

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

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Shad Griffin
in
Geek Culture

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

Step One, File Processing

8 min readDec 28, 2022

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

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Shad Griffin
in
Geek Culture

Machine Learning with Biased Data

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

17 min readJan 8, 2022

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Machine Learning with Biased Data

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Shad Griffin
in
Geek Culture

AI has the power to save the world or destroy it.

As Data Scientists, we must ensure that the AI we create first does no harm.

7 min readNov 24, 2021

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AI has the power to save the world or destroy it.

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Shad Griffin
in
Geek Culture

Feature Engineering for Equipment Failure and Predictive Maintenance Problems

Transforming your data for better results

20 min readApr 7, 2021

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Feature Engineering for Equipment Failure and Predictive Maintenance Problems

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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, Texas

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