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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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Why Accuracy Lies — The Metrics That Actually Matter (Part 4)

Why Accuracy Lies — The Metrics That Actually Matter (Part 4)

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2 min read
Turbocharge Your AI: Dynamic Inference Scaling on HPC Infrastructure

Turbocharge Your AI: Dynamic Inference Scaling on HPC Infrastructure

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2 min read
Building a Production-Grade LLM Evaluation Framework: From Demo Datasets to Academic Benchmarks

Building a Production-Grade LLM Evaluation Framework: From Demo Datasets to Academic Benchmarks

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5 min read
AI Guardian: Spotting Traffic Trouble Before It Strikes

AI Guardian: Spotting Traffic Trouble Before It Strikes

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2 min read
Breaking the Sound Barrier with AI: Reinventing Flight Design by Arvind Sundararajan

Breaking the Sound Barrier with AI: Reinventing Flight Design by Arvind Sundararajan

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2 min read
LAW-N Series — Part 6: Building a Signal-Native Architecture Through Data, Not Theory

LAW-N Series — Part 6: Building a Signal-Native Architecture Through Data, Not Theory

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26 min read
Breaking the Sound Barrier with AI: Real-Time Flight Simulation Arrives by Arvind Sundararajan

Breaking the Sound Barrier with AI: Real-Time Flight Simulation Arrives by Arvind Sundararajan

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2 min read
Smart Roads, Safer Cities: AI Guards Against Infrastructure Chaos by Arvind Sundararajan

Smart Roads, Safer Cities: AI Guards Against Infrastructure Chaos by Arvind Sundararajan

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2 min read
Search tool that only returns content created before ChatGPT's public release

Search tool that only returns content created before ChatGPT's public release

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4 min read
AWS ML / GenAI Trifecta: Part 1 – AWS Certified AI Practitioner (AIF-C01)

AWS ML / GenAI Trifecta: Part 1 – AWS Certified AI Practitioner (AIF-C01)

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10 min read
I built «UniFace: All-in-one face analysis Library» to make Face Analysis Easier

I built «UniFace: All-in-one face analysis Library» to make Face Analysis Easier

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4 min read
Does NPS Really Predict Revenue in Healthcare Clinics? I Spent 12 Weeks Finding Out.

Does NPS Really Predict Revenue in Healthcare Clinics? I Spent 12 Weeks Finding Out.

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5 min read
We Built an English Transcription System We Actually Wanted to Use

We Built an English Transcription System We Actually Wanted to Use

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2 min read
Unlocking AI's Universal Secrets: Do Neural Networks Think in Fractals?

Unlocking AI's Universal Secrets: Do Neural Networks Think in Fractals?

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2 min read
Unlocking Neural Network Secrets: Scale-Invariant Geometry for Smarter AI by Arvind Sundararajan

Unlocking Neural Network Secrets: Scale-Invariant Geometry for Smarter AI by Arvind Sundararajan

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2 min read
Quantum Nets: Unmasking Financial Fraud with Unprecedented Accuracy by Arvind Sundararajan

Quantum Nets: Unmasking Financial Fraud with Unprecedented Accuracy by Arvind Sundararajan

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2 min read
Unlocking Gridlock: AI That Sees Problems Before They Happen by Arvind Sundararajan

Unlocking Gridlock: AI That Sees Problems Before They Happen by Arvind Sundararajan

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2 min read
Concrete Whispers: Decoding Infrastructure's Silent Distress Calls with AI by Arvind Sundararajan

Concrete Whispers: Decoding Infrastructure's Silent Distress Calls with AI by Arvind Sundararajan

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2 min read
Norway wealth fund to vote for human rights report at Microsoft, against Nadella

Norway wealth fund to vote for human rights report at Microsoft, against Nadella

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4 min read
Bias–Variance Tradeoff — Visually and Practically Explained (Part 6)

Bias–Variance Tradeoff — Visually and Practically Explained (Part 6)

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3 min read
DEV Track Spotlight: Designing Local Generative AI Inference with AWS IoT Greengrass (DEV316)

DEV Track Spotlight: Designing Local Generative AI Inference with AWS IoT Greengrass (DEV316)

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6 min read
It’s time to free JavaScript

It’s time to free JavaScript

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4 min read
How to Architect a Real-World ML System — End-to-End Blueprint (Part 8)

How to Architect a Real-World ML System — End-to-End Blueprint (Part 8)

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3 min read
ML Observability & Monitoring — The Missing Layer in ML Systems (Part 7)

ML Observability & Monitoring — The Missing Layer in ML Systems (Part 7)

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3 min read
How to Build an End‑to‑End LLM Evaluation Pipeline

How to Build an End‑to‑End LLM Evaluation Pipeline

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2 min read
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