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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 Fake That Makes Us Real: How GANs Are Rewiring Imagination

The Fake That Makes Us Real: How GANs Are Rewiring Imagination

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11 min read
Decoding the Metrics: Understanding Model Evaluation in Regression

Decoding the Metrics: Understanding Model Evaluation in Regression

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3 min read
Silent Code: The Unseen Algorithms Reshaping Your Digital World

Silent Code: The Unseen Algorithms Reshaping Your Digital World

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2 min read
Auto Embeddings in Manticore Search: AI-Powered Search Made Simple

Auto Embeddings in Manticore Search: AI-Powered Search Made Simple

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8 min read
🚀 Meu primeiro projeto com IA e NLP em Português no Hugging Face Spaces!

🚀 Meu primeiro projeto com IA e NLP em Português no Hugging Face Spaces!

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1 min read
My PyPI Milestone: Creating and Releasing a Beginner ML Preprocessing Package

My PyPI Milestone: Creating and Releasing a Beginner ML Preprocessing Package

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3 min read
5 Ways Automated License Plate Recognition Improves Waste Fleet Operations

5 Ways Automated License Plate Recognition Improves Waste Fleet Operations

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2 min read
📘 The Ultimate Guide to Machine Learning Algorithms

📘 The Ultimate Guide to Machine Learning Algorithms

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7 min read
🚀 My First AI & NLP Project on Hugging Face Spaces (in Portuguese)

🚀 My First AI & NLP Project on Hugging Face Spaces (in Portuguese)

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1 min read
💡 The Ultimate 2025 AI Cheat Sheet: Top LLMs & Generative AI Tools You Can’t Ignore 🚀

💡 The Ultimate 2025 AI Cheat Sheet: Top LLMs & Generative AI Tools You Can’t Ignore 🚀

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2 min read
The hidden cost of evaluation loops

The hidden cost of evaluation loops

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1 min read
Creating Artificial Personality: Why One AI Model Isn’t Enough

Creating Artificial Personality: Why One AI Model Isn’t Enough

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1 min read
Battle of the LLMs – How the Rise of DeepSeek Changes the Competitive Landscape

Battle of the LLMs – How the Rise of DeepSeek Changes the Competitive Landscape

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5 min read
Built my own LangChain alternative for routing, analytics & RAG

Built my own LangChain alternative for routing, analytics & RAG

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1 min read
Deploying Medical Semantic Search with Lightweight MLOps Pipelines

Deploying Medical Semantic Search with Lightweight MLOps Pipelines

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8 min read
Unlocking the Future of Cloud Efficiency: Quantum Machine Learning for Data Center Optimization

Unlocking the Future of Cloud Efficiency: Quantum Machine Learning for Data Center Optimization

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2 min read
From Word Predictor to Thinking Partner: The Rise of Thinking Models

From Word Predictor to Thinking Partner: The Rise of Thinking Models

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7 min read
The $100 Million AI Mistake: Why Your ML Models Are Failing (And How to Fix Them)

The $100 Million AI Mistake: Why Your ML Models Are Failing (And How to Fix Them)

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1 min read
How I Automated Document Insights Using AWS Textract, Bedrock, and QuickSight

How I Automated Document Insights Using AWS Textract, Bedrock, and QuickSight

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21 min read
Implemented all popular optimizers from scratch in NumPy.

Implemented all popular optimizers from scratch in NumPy.

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1 min read
(1/3) LLM: How LLMs Became the Bedrock of Modern AI

(1/3) LLM: How LLMs Became the Bedrock of Modern AI

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4 min read
💻The HTML of AI: Why Prompting Isn't Enough!

💻The HTML of AI: Why Prompting Isn't Enough!

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4 min read
Understanding the Core Concepts: From Data Mountains to Informative Peaks

Understanding the Core Concepts: From Data Mountains to Informative Peaks

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3 min read
Building Intuitions Towards Evaluation Metrics for NLP Tasks

Building Intuitions Towards Evaluation Metrics for NLP Tasks

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8 min read
How Milliseconds Become Hours at Scale

How Milliseconds Become Hours at Scale

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7 min read
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