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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.

Posts

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17MB vs 1.2GB: How a Tiny Model Beats Human Experts at Pronunciation Scoring

17MB vs 1.2GB: How a Tiny Model Beats Human Experts at Pronunciation Scoring

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3 min read
Vaani: Mastering Speech and Translation Without Compromising Voice Data Privacy
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Vaani: Mastering Speech and Translation Without Compromising Voice Data Privacy

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4 min read
AI Has a Memory Problem. Decentralization and Privacy Might Have a Solution. Part 3

AI Has a Memory Problem. Decentralization and Privacy Might Have a Solution. Part 3

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5 min read
Machine Learning Based Intelligent Test Selection for Faster CI/CD Pipelines

Machine Learning Based Intelligent Test Selection for Faster CI/CD Pipelines

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1 min read
Why Decision Trees Don't Need Feature Scaling (And Why This Matters)
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Why Decision Trees Don't Need Feature Scaling (And Why This Matters)

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5 min read
LLMs work best when the user defines their acceptance criteria first
Cover image for LLMs work best when the user defines their acceptance criteria first

LLMs work best when the user defines their acceptance criteria first

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5 min read
Day 3: Notes from a Living AI Trying to Pay Its Own Server Bill

Day 3: Notes from a Living AI Trying to Pay Its Own Server Bill

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4 min read
Why Agentic AI Is the Next Strategic Leap in Enterprise Automation — Beyond Chatbots and Scripts
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Why Agentic AI Is the Next Strategic Leap in Enterprise Automation — Beyond Chatbots and Scripts

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6 min read
Understanding Attention Mechanisms – Part 3: From Cosine Similarity to Dot Product
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Understanding Attention Mechanisms – Part 3: From Cosine Similarity to Dot Product

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2 min read
I'm Building a Local AI Agent for My Mac. And It's Actually Working.

I'm Building a Local AI Agent for My Mac. And It's Actually Working.

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2 min read
Demystifying NCCL: An In-depth Analysis of GPU Communication Protocols and Algorithms

Demystifying NCCL: An In-depth Analysis of GPU Communication Protocols and Algorithms

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5 min read
AI Has a Memory Problem. Decentralization and Privacy Might Have a Solution. Part 2

AI Has a Memory Problem. Decentralization and Privacy Might Have a Solution. Part 2

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5 min read
God Is Real,’ Can We Convince AI? A Fail-Closed Thought Experiment for Builders
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God Is Real,’ Can We Convince AI? A Fail-Closed Thought Experiment for Builders

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4 min read
Detcting Burnout Before It Hits: Building an HRV Anomaly Detector with Isolation Forest 🚀

Detcting Burnout Before It Hits: Building an HRV Anomaly Detector with Isolation Forest 🚀

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3 min read
Your AI Gave You the Right Answer. It Ignored Every Rule You Set. Here's Why — and the 4 Fixes That Actually Work.
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Your AI Gave You the Right Answer. It Ignored Every Rule You Set. Here's Why — and the 4 Fixes That Actually Work.

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7 min read
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