Machine Learning Engineering Articles

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6/24/2024 • EN

Short Musings on AI Engineering and "Failed AI Projects"

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

Shreya Shankar

8/12/2023 • EN

Analysis of the data job market using "Ask HN: Who is hiring?" posts

Analysis of Hacker News job posts shows the Data Scientist role declining while ML Engineer roles rise, indicating a shift in the data job market.

Data Engineering Data Science Hackernews Analysis Job Market Analysis Machine Learning Engineering

Emir U

6/29/2020 • EN

Reflecting on a Year of Making Machine Learning Actually Useful

A machine learning engineer reflects on the gap between ML research and real-world production, emphasizing the critical importance of data over models.

Data Science Machine Learning Engineering Mlop Production Deployment Real World Applications

Shreya Shankar

Machine Learning Engineering Articles

Short Musings on AI Engineering and "Failed AI Projects"

Analysis of the data job market using "Ask HN: Who is hiring?" posts

Reflecting on a Year of Making Machine Learning Actually Useful

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