One AI Global Settings for ML Models - Video Series

Welcome to the One AI Global Settings series. Follow along with Hayley Bresina as she explains and demonstrates the features and nuances of the Global Settings to customize and optimize your machine learning model in One Model. 

Learner Level:

Advanced - You should be familiar with model building in One Model

Learning Outcomes: 

You will know what the global settings are, when and how to use the global settings to customize your models, and understand when the default settings may be desirable when building and running your machine learning models. 

Time to Learn:

>35 minutes in total. Topics are covered in 8 bite-sized videos. 

Introduction to Global Settings

Continuous Strategy & Null Indicators

Correlation Type & General Correlation Threshold

Leakage Performance Threshold & Suspicious Performance Threshold

Category Size Threshold

Generate SHAP Values

Null Drop Threshold

Random State 

Conclusion to the Global Settings Series

 

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