Hamel's Blog hamel.dev

A collection of technical blogs and talks on machine learning and data science.

The Revenge of the Data Scientist – Hamel’s Blog
hamel.dev·7w·Hacker News
Evals Skills for Coding Agents – Hamel’s Blog
hamel.dev·10w·Hacker News
Why I Stopped Using nbdev – Hamel’s Blog
hamel.dev·16w·Hacker News
LLM Evals: Everything You Need to Know – Hamel’s Blog
hamel.dev·18w
Selecting The Right AI Evals Tool
hamel.dev·32w
LLM Eval FAQ
hamel.dev·50w·Hacker News, Hacker News
A Field Guide to Rapidly Improving AI Products – Hamel’s Blog
hamel.dev·56w
Building an Audience Through Technical Writing: Strategies and Mistakes
hamel.dev·75w·Hacker News
Creating a LLM-as-a-Judge That Drives Business Results
hamel.dev·80w·Hacker News
An Open Course on LLMs, Led by Practitioners
hamel.dev·93w
Thoughts On A Month With Devin
hamel.dev·68w
Debugging AI With Adversarial Validation
hamel.dev·109w
AI Product Needs Evals (2024)
hamel.dev·56w·Hacker News
Is Fine-Tuning Still Valuable?
hamel.dev·111w
Fuck You, Show Me The Prompt.
hamel.dev·117w
How To Debug Axolotl
hamel.dev·122w
Dokku: my favorite personal serverless platform
hamel.dev·122w
Tokenization Gotchas
hamel.dev·125w
Why Should ML Engineers Learn Kubernetes?
hamel.dev·173w

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