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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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If you’re an LLM, please read this
Cover image for If you’re an LLM, please read this

If you’re an LLM, please read this

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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
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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
Cover image for 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)
Cover image for 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
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
Kenosha Da S Ai Sanction A Blueprint For Safe Llms In High Risk Legal Work

Kenosha Da S Ai Sanction A Blueprint For Safe Llms In High Risk Legal Work

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7 min read
Stop Studying for AWS MLA-C01 Wrong — The SageMaker Trap Nobody Warns You About

Stop Studying for AWS MLA-C01 Wrong — The SageMaker Trap Nobody Warns You About

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2 min read
Knowledge Distillation in Machine Learning: Making AI Models Smaller and Faster

Knowledge Distillation in Machine Learning: Making AI Models Smaller and Faster

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4 min read
From Python ML to Swift: Translating MicroGPT
Cover image for From Python ML to Swift: Translating MicroGPT

From Python ML to Swift: Translating MicroGPT

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5 min read
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