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Machine Learning Research
Noteworthy AI Research Papers of 2024 (Part One)
Six influential AI papers from January to June...
Open Source Data Science
A Guide to Semantic Segmentation for Documents
Learn how semantic segmentation and deep learning can transform unstructured documents into actionable data. Explore techniques, industry applications...
Letting Language Models Write my Website
I let a language model write my bio. It went about as well as you might expect....
Open Source Data Science
How Active Learning Can Improve Your Computer Vision Pipeli…
Traditional approaches might suggest randomly selecting images for annotation, but this can be inefficient and wasteful. Active Learning takes a more...
2024 Year in Review
A peaceful year of steady progress on my craft and health....
Prodigy Dashboard Plugin
The new dashboard plugin adds a web application for managing annotations, data analytics and annotation progress, and is now available for early beta...
Engineers grow 'high-rise' 3D chips
Researchers can now fabricate a 3D chip with alternating layers of semiconducting material grown directly on top of each other. The method eliminates...
AI Limitations
Is AI progress slowing down?
Making sense of recent technology trends and claims...
Cracking the Code: How to Start a Career in AI
Short video interview with Ines about the 4 skills job hunters can cultivate for a career in artificial intelligence....
Open Source Data Science
Evaluating Classification Models: Metrics, Techniques, and …
Discover the most popular methods for evaluating classification models and some best practices for working with classifiers....
Open Source Data Science
📡 Building Scalable ML Models with Natanel Davidovits
Dean and Natanel discuss AI and ML topics like model efficiency, data quality, APIs vs. self-hosting, and success metrics. They explore data scientist...
spaCy Natural Language Processing: From Beginner to Advanced
The first Chinese-language book on spaCy for beginners and experienced practitioners, covering traditional NLP techniques and how to leverage LLMs for...
ML Platform
AI video is having its Stable Diffusion moment
There are lots of models that are as good as OpenAI's Sora now....
Open Source Data Science
DagsHub x SwarmOne – Simplifying AI Model Development
DagsHub and SwarmOne team up to make AI easier. Manage data and experiments with DagsHub, train models effortlessly with SwarmOne. Faster, cheaper, an...
AI Trends Analysis
AI Limitations
We Looked at 78 Election Deepfakes. Political Misinformatio…
Technology Isn’t the Problem—or the Solution....
SAEs trained on the same data don’t learn the same features
In this post, we show that when two TopK SAEs are trained on the same data, with the same batch order but with different random initializations, there...
Common Voice 20 is Now Available
The Common Voice team is ...