David Hundley – Medium

David Hundley

Published in
Towards Data Science

Five Engineering Skills Every Data Scientist Should Learn

Rounding out tactics to help you stay competitive as a “full stack” data scientist

Oct 1

Five Engineering Skills Every Data Scientist Should Learn

Oct 1

Published in
Towards Data Science

Using an iPad for Data Science in 2024

Exploring the benefits and pitfalls of using Apple’s popular tablet for data science work

Sep 1

Using an iPad for Data Science in 2024

Sep 1

Published in
Towards Data Science

Evaluating RAG Pipelines with Ragas

Leveraging the Ragas framework to determine the performance of your retrieval augmented generation (RAG) pipeline

Jun 30

Evaluating RAG Pipelines with Ragas

Jun 30

Published in
Towards Data Science

How to Think About Using Your Company’s Information with GenAI

Assessing the options for GenAI information integration along with considerations for your specific company

Apr 7

How to Think About Using Your Company’s Information with GenAI

Apr 7

Published in
Towards Data Science

A High Level Guide to LLM Evaluation Metrics

Developing an understanding of a variety of LLM benchmarks & scores, including an intuition of when they may be of value for your purpose

Feb 27

A High Level Guide to LLM Evaluation Metrics

Feb 27

Published in
Towards Data Science

An Intuition for How Models like ChatGPT Work

Providing an intuition on the ideas behind popular transformer models like ChatGPT and other large language models (LLMs)

Dec 30, 2023

An Intuition for How Models like ChatGPT Work

Dec 30, 2023

Published in
Towards Data Science

Five Things GenAI Can and Can’t Do

An introductory guide for business leaders as to what Generative AI can or cannot do

Oct 7, 2023

Five Things GenAI Can and Can’t Do

Oct 7, 2023

Published in
Towards Data Science

An Introduction to OpenAI Function Calling

No more unstructured data outputs; turn ChatGPT’s completions into structured JSON!

Jul 9, 2023

An Introduction to OpenAI Function Calling

Jul 9, 2023

Why I’m (Cautiously, Optimistically) Sold on Apple Vision Pro

How Apple’s new “spatial computing” headset may change the world

Jun 11, 2023

Why I’m (Cautiously, Optimistically) Sold on Apple Vision Pro

Jun 11, 2023

Published in
Towards Data Science

An Introduction to Polars for Pandas Users

Demonstrating how to use the new blazing fast DataFrame library for interacting with tabular data

Mar 5, 2023

An Introduction to Polars for Pandas Users

Mar 5, 2023

David Hundley

David Hundley

Principal machine learning engineer at a Fortune 50 company, 5x AWS certified, 2x HashiCorp certified, 1x GCP certified, M.A. in Org Leadership, PMP, ChFC, CSM

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