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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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Teaching Machines to Smell Danger: A Fun Dive Into ML-Powered Threat Detection

Teaching Machines to Smell Danger: A Fun Dive Into ML-Powered Threat Detection

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6 min read
Why AI Agents Make Different Decisions When They Think It's Real

Why AI Agents Make Different Decisions When They Think It's Real

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10 min read
I Built a RAG Application from Scratch - Here's the Real Cost and Performance Data
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I Built a RAG Application from Scratch - Here's the Real Cost and Performance Data

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4 min read
Stop Guessing Your Health! Build a "Personal Health Oracle" using RAG, Pinecone, and PubMed

Stop Guessing Your Health! Build a "Personal Health Oracle" using RAG, Pinecone, and PubMed

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4 min read
Missing Data in Machine Learning: A Practical Step-by-Step Approach
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Missing Data in Machine Learning: A Practical Step-by-Step Approach

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2 min read
Measuring Model Hallucinations: When AI Invents Facts
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Measuring Model Hallucinations: When AI Invents Facts

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3 min read
Claude 4.6 Opus: Advanced Reasoning or a New Monitoring Nightmare?

Claude 4.6 Opus: Advanced Reasoning or a New Monitoring Nightmare?

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2 min read
I Built an AI That Texts You First: Solving the Cold Start Problem in AI Companions

I Built an AI That Texts You First: Solving the Cold Start Problem in AI Companions

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2 min read
I Built Invoice Parsing That's 15x Faster (Here's How)
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I Built Invoice Parsing That's 15x Faster (Here's How)

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2 min read
I built an agent discovery tool : Agentxplorer
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I built an agent discovery tool : Agentxplorer

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1 min read
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 “Smarter Prompts” Won’t Fix AI Reasoning
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Why “Smarter Prompts” Won’t Fix AI Reasoning

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3 min read
Horaculo: Detectando Manipulação em Notícias Financeiras com IA"

Horaculo: Detectando Manipulação em Notícias Financeiras com IA"

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4 min read
Silence is Deadly: Building a Real-time Sleep Apnea Alert System with Whisper V3 and CNNs

Silence is Deadly: Building a Real-time Sleep Apnea Alert System with Whisper V3 and CNNs

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3 min read
Oxford’s 32% Error Rate: How Safe Are Medical LLMs, Really?
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Oxford’s 32% Error Rate: How Safe Are Medical LLMs, Really?

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4 min read
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