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Sundeep Teki

How to generate synthetic data for machine learning projects

Gustavo Cid

How LIME works | Understanding in 5 steps

Oghenefejiro Esosuota

The importance of model versioning in machine learning

Gustavo Cid

Debugging models with the bias-variance trade-off

Gourav Singh Bais

Understanding each piece in the ML infrastructure stack

Latest posts
How to generate synthetic data for machine learning projects		Published June 13, 2023
How LIME works \| Understanding in 5 steps		Published May 16, 2023
The importance of model versioning in machine learning		Published March 14, 2023
Debugging models with the bias-variance trade-off		Published May 23, 2022
Understanding each piece in the ML infrastructure stack		Published May 19, 2022
Ensemble learning 101		Published April 21, 2022
The challenge of becoming a full-stack data scientist		Published April 18, 2022
The representation of meaning		Published April 13, 2022
Mental models for ML products		Published April 5, 2022
Dealing with class imbalance, continued		Published March 28, 2022

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