Data Preparation Articles

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2/5/2025 • EN

Notes on dataset engineering from Chip Huyen's 'AI Engineering', covering data curation, quality, coverage, quantity, and acquisition for AI models.

AI Engineering Data Curation Data Preparation Data Quality Dataset Engineering

6/24/2024 • EN

A reflection on how LLMs have simplified AI prototyping compared to traditional ML, but may lead to similar deployment disappointments.

AI Project Failure Data Preparation LLM Applications Machine Learning Engineering Mlop

12/11/2016 • EN

Part 2 of a series on building a product classification API, focusing on data cleaning, preparation, and measuring data purity for machine learning.

API Development Data Cleaning Data Preparation Machine Learning Python

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