Harrison Hoffman – Medium

Harrison Hoffman

Published in
Towards Data Science

A Simple Strategy to Improve LLM Query Generation

Dynamic Few-Shot Prompting

Aug 6

A Simple Strategy to Improve LLM Query Generation

Aug 6

Published in
Towards Data Science

Early Stopping: Why Did Your Machine Learning Model Stop Training?

Why most models are small and LLMs are large

May 11

Early Stopping: Why Did Your Machine Learning Model Stop Training?

May 11

Published in
Towards Data Science

Causal Machine Learning: What Can We Accomplish with a Single Theorem?

Exploring and exploiting the seemingly innocent theorem behind Double Machine Learning

Mar 30

Causal Machine Learning: What Can We Accomplish with a Single Theorem?

Mar 30

Published in
Towards Data Science

Categorical Features: What’s Wrong With Label Encoding?

Why we can’t arbitrarily encode categorical features

Nov 20, 2023

Categorical Features: What’s Wrong With Label Encoding?

Nov 20, 2023

Published in
Towards Data Science

Building PCA from the Ground Up

Supercharge your understanding of Principal Component Analysis with a step-by-step derivation

Aug 7, 2023

Building PCA from the Ground Up

Aug 7, 2023

Published in
Towards Data Science

Aliasing: Your Time Series is Lying to You

An intuitive introduction to signal aliasing with Python

Jul 12, 2023

Aliasing: Your Time Series is Lying to You

Jul 12, 2023

Published in
Towards Data Science

A Performant Way to Query Streaming Data

Improving a real-time streaming project with ksqlDB

May 22, 2023

A Performant Way to Query Streaming Data

May 22, 2023

Published in
Towards Data Science

Learning Math Through Code: Derivatives

Gain a deeper understanding of derivatives with Python

Mar 20, 2023

Learning Math Through Code: Derivatives

Mar 20, 2023

Published in
Towards Data Science

Another (Conformal) Way to Predict Probability Distributions

Conformal multi-quantile regression with Catboost

Mar 8, 2023

Another (Conformal) Way to Predict Probability Distributions

Mar 8, 2023

Published in
Towards Data Science

A New Way to Predict Probability Distributions

Exploring multi-quantile regression with Catboost

Feb 14, 2023

A New Way to Predict Probability Distributions

Feb 14, 2023

Harrison Hoffman

Harrison Hoffman

I'm interested in math, data science, data engineering, software development, and machine learning. https://hfhoffman1144.github.io/portfolio/

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