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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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The Question That Changed How I Build ML Models

The Question That Changed How I Build ML Models

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3 min read
Why Bigger Language Models Don’t Always Perform Better

Why Bigger Language Models Don’t Always Perform Better

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2 min read
Building Production LLM Pipelines in Go: Lessons From the Field

Building Production LLM Pipelines in Go: Lessons From the Field

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5 min read
Technical Deep Dive: Veo 3.1 JSON Prompt Engineering

Technical Deep Dive: Veo 3.1 JSON Prompt Engineering

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5 min read
MLOps for JavaScript Developers: Deploy and Monitor Your First AI Model in Production

MLOps for JavaScript Developers: Deploy and Monitor Your First AI Model in Production

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5 min read
AI Testing and Validation: How to Test Your Machine Learning Models Before Production

AI Testing and Validation: How to Test Your Machine Learning Models Before Production

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6 min read
Generating SEM Images from Segmentation Masks

Generating SEM Images from Segmentation Masks

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4 min read
I Gave an AI Root Access, a Budget, and Said "Do As You Please" — Here's What Happened

I Gave an AI Root Access, a Budget, and Said "Do As You Please" — Here's What Happened

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4 min read
MLflow: primeiros passos em MLOps

MLflow: primeiros passos em MLOps

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6 min read
Advanced RAG: Parsing Complex Medical PDFs with LayoutLMv3 and LlamaIndex

Advanced RAG: Parsing Complex Medical PDFs with LayoutLMv3 and LlamaIndex

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3 min read
Understanding RNNs – Part 2: Running Sequential Data Through the Network

Understanding RNNs – Part 2: Running Sequential Data Through the Network

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2 min read
I Built a 9-Agent AI Pipeline That Optimizes Resumes in 60 Seconds

I Built a 9-Agent AI Pipeline That Optimizes Resumes in 60 Seconds

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5 min read
What we learned from 100+ production RAG deployments (free 118-page handbook)

What we learned from 100+ production RAG deployments (free 118-page handbook)

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1 min read
From DAN to AutoDAN-Turbo: The Wild Evolution of AI Jailbreaking 🚀

From DAN to AutoDAN-Turbo: The Wild Evolution of AI Jailbreaking 🚀

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3 min read
Ads in AI Chatbots Are a Prompt Injection Vector. Here's How We Fixed It.

Ads in AI Chatbots Are a Prompt Injection Vector. Here's How We Fixed It.

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3 min read
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