Archive - Edward’s Substack

Fine-Tuning BERT for Named Entity Recognition

Concepts, Code, and Real-World Applications

Apr 28 •

October 2024

Visualizing Satellite Beam Coverage

A Guide to Understanding Signal Models Using Python

Oct 21, 2024 •

August 2024

Insurance Price Optimization Walkthrough

Utilizing Generalized Linear Models and Non-Linear Programming to Maximize Profits

Aug 6, 2024 •

January 2024

Approaches To Data Validation

Automated and Semi-Automated Approaches To Test Creation

Jan 6, 2024 •

December 2023

Empowering Teams Through Dispensability

How Cultivating Self-Sufficiency and Knowledge Sharing Can Foster Innovation and Continuity in Data Science Teams

Dec 16, 2023 •

October 2023

The Impact of Decision Threshold Optimization

Fine-Tune Decision Points for Better Model Results

Oct 20, 2023 •

July 2023

Building A Scalable & Reproduceable ML Infrastructure Part II

Kubernetes Deployment

Jul 15, 2023 •

June 2023

Building A Scalable & Reproduceable ML Infrastructure Part I

Docker Deployment

Jun 29, 2023 •

May 2023

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