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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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Credit risk is more than predicting default: building the full stack in Python (IFRS 9 ECL, scorecards, monitoring)

Credit risk is more than predicting default: building the full stack in Python (IFRS 9 ECL, scorecards, monitoring)

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6 min read
Understanding Backpropagation: Calculating Gradients for Hidden Layer Weights and Biases

Understanding Backpropagation: Calculating Gradients for Hidden Layer Weights and Biases

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3 min read
Stop Chunking Documents: The Open Knowledge Format (OKF) for Enterprise AI

Stop Chunking Documents: The Open Knowledge Format (OKF) for Enterprise AI

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4 min read
Collaborative Filtering: How Computers Find Your Next Favourite Thing

Uses a party analogy to explain tech math

Collaborative Filtering: How Computers Find Your Next Favourite Thing

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5 min read
The Two Places Generative AI Shows Up When You Ship a Custom AI Application

The Two Places Generative AI Shows Up When You Ship a Custom AI Application

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5 min read
Ten Breakthrough Advances in Mathematics and Theoretical Computer Science (2026)

Ten Breakthrough Advances in Mathematics and Theoretical Computer Science (2026)

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5 min read
Qwen 3.6 27B is the sweet spot for local development

Qwen 3.6 27B is the sweet spot for local development

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5 min read
Top AI Papers on Hugging Face - 2026-06-30

Top AI Papers on Hugging Face - 2026-06-30

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13 min read
RL-driven data mixing boosts evaluation scores

RL-driven data mixing boosts evaluation scores

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2 min read
A 125M model beat a 14B LLM at de-identifying medical text 40 faster, on CPU

A 125M model beat a 14B LLM at de-identifying medical text 40 faster, on CPU

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12 min read
Redaction is Not Enough: When an LLM can still Infer the PII You Stripped Out

Redaction is Not Enough: When an LLM can still Infer the PII You Stripped Out

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4 min read
I spent months training a 730M model with no tool that could tell me it was already dead

I spent months training a 730M model with no tool that could tell me it was already dead

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7 min read
Adam: The Optimization Algorithm That Made LLMs Practical

Adam: The Optimization Algorithm That Made LLMs Practical

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5 min read
Stop browsing Hugging Face like it's 2015

Stop browsing Hugging Face like it's 2015

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3 min read
SGLang v0.5.14: LPLB Expert-Parallel Load Balancing

SGLang v0.5.14: LPLB Expert-Parallel Load Balancing

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7 min read
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