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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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Introducing Community Benchmarks on Kaggle

Introducing Community Benchmarks on Kaggle

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3 min read
How to Build a Voice AI Agent for HVAC Customer Support: My Experience

How to Build a Voice AI Agent for HVAC Customer Support: My Experience

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14 min read
I Built a Deepfake Detector with Explainable AI (And Here's What It Taught Me About Trus

I Built a Deepfake Detector with Explainable AI (And Here's What It Taught Me About Trus

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5 min read
Understanding Backpropagation with Python Examples — Part 2

Understanding Backpropagation with Python Examples — Part 2

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2 min read
How to Set Up Voice AI Slack Notifications for Real-Time Updates with Twilio

How to Set Up Voice AI Slack Notifications for Real-Time Updates with Twilio

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12 min read
Battle of the CNNs: ResNet vs. MobileNet vs. EfficientNet for Fruit Disease Detection

Battle of the CNNs: ResNet vs. MobileNet vs. EfficientNet for Fruit Disease Detection

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4 min read
Text Mining in R and Python: From Origins to Real-World Impact

Text Mining in R and Python: From Origins to Real-World Impact

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5 min read
RLM: The Ultimate Evolution of AI? Recursive Language Models

RLM: The Ultimate Evolution of AI? Recursive Language Models

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6 min read
Weather Service Project (Part 3): Predicting the Future with AI and OpenWeatherMap

Weather Service Project (Part 3): Predicting the Future with AI and OpenWeatherMap

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5 min read
AI-Powered Malware: Reality, Myths, and the Current Stage of the Threat Landscape

AI-Powered Malware: Reality, Myths, and the Current Stage of the Threat Landscape

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5 min read
Por Qué el 87% de Sistemas MLOps Fallan el Checklist de Seguridad 2025

Por Qué el 87% de Sistemas MLOps Fallan el Checklist de Seguridad 2025

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6 min read
I Taught a 4B Parameter LLM to Play Wordle on a Mac M4 (Using GRPO)

I Taught a 4B Parameter LLM to Play Wordle on a Mac M4 (Using GRPO)

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6 min read
Building a "Remembering" AI Trading Agent with Python, LangGraph, and Obsidian

Building a "Remembering" AI Trading Agent with Python, LangGraph, and Obsidian

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2 min read
Generative vs Discriminative Models: The Artist Who Paints vs The Critic Who Points

Generative vs Discriminative Models: The Artist Who Paints vs The Critic Who Points

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9 min read
Regularization: The Art of Telling Your Model to Calm Down and Stop Overthinking

Regularization: The Art of Telling Your Model to Calm Down and Stop Overthinking

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10 min read
Cross-Validation: Why Testing Your Model Once Is Like Judging a Restaurant by a Single Bite

Cross-Validation: Why Testing Your Model Once Is Like Judging a Restaurant by a Single Bite

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11 min read
Batch vs Mini-Batch vs Stochastic Gradient Descent: Three Hikers, Three Strategies, One Mountain

Batch vs Mini-Batch vs Stochastic Gradient Descent: Three Hikers, Three Strategies, One Mountain

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10 min read
Do LLMs Know They Are Hallucinating? Meet Gnosis, the 5M Parameter Observer

Do LLMs Know They Are Hallucinating? Meet Gnosis, the 5M Parameter Observer

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2 min read
Loss Functions: The Brutally Honest Friend Your Model Desperately Needs

Loss Functions: The Brutally Honest Friend Your Model Desperately Needs

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9 min read
Parametric vs Non-Parametric Models: The GPS vs The Taxi Driver

Parametric vs Non-Parametric Models: The GPS vs The Taxi Driver

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9 min read
The Three Musketeers of Machine Learning: A Journey from "What's ML?" to "I Get It!"

The Three Musketeers of Machine Learning: A Journey from "What's ML?" to "I Get It!"

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9 min read
Difficulty Debugging Black-Box Model Decisions (Salesforce Einstein / AI)

Difficulty Debugging Black-Box Model Decisions (Salesforce Einstein / AI)

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3 min read
Workshop: The AI Tool That Refuses to Forget

Workshop: The AI Tool That Refuses to Forget

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7 min read
How Large Language Models (LLMs) Actually Generate Text

How Large Language Models (LLMs) Actually Generate Text

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2 min read
The Curse of Dimensionality: Why More Features Can Destroy Your Model Instead of Saving It

The Curse of Dimensionality: Why More Features Can Destroy Your Model Instead of Saving It

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9 min read
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