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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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I Built Vector-Only Search First. Here's Why I Had to Rewrite It.

I Built Vector-Only Search First. Here's Why I Had to Rewrite It.

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4 min read
Day 2 — Linear Regression: How a Straight Line Learns From Data

Day 2 — Linear Regression: How a Straight Line Learns From Data

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3 min read
17MB vs 1.2GB: How a Tiny Model Beats Human Experts at Pronunciation Scoring

17MB vs 1.2GB: How a Tiny Model Beats Human Experts at Pronunciation Scoring

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4 min read
The Confusion Matrix: A Courtroom Drama Where Every Verdict Falls Into One of Four Boxes

The Confusion Matrix: A Courtroom Drama Where Every Verdict Falls Into One of Four Boxes

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11 min read
How I Built an AI Content Detection System from Scratch

How I Built an AI Content Detection System from Scratch

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4 min read
AI Agents Don’t Scale Like Chatbots

AI Agents Don’t Scale Like Chatbots

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2 min read
I built an AI agent that watches security cameras and talks to you about what it sees

I built an AI agent that watches security cameras and talks to you about what it sees

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3 min read
Integrate Voice AI with Salesforce for CRM Sync: My Implementation Journey

Integrate Voice AI with Salesforce for CRM Sync: My Implementation Journey

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13 min read
Mirando bajo el capĂł de un LLM

Mirando bajo el capĂł de un LLM

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10 min read
End-to-End MLOps Project: Customer Churn Prediction

End-to-End MLOps Project: Customer Churn Prediction

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6 min read
Understanding RNNs – Part 4: The Vanishing and Exploding Gradient Problem

Understanding RNNs – Part 4: The Vanishing and Exploding Gradient Problem

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3 min read
Derm-Scan: Building a Privacy-Preserving Skin Lesion Classifier with Med-SAM and Flutter

Derm-Scan: Building a Privacy-Preserving Skin Lesion Classifier with Med-SAM and Flutter

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3 min read
Cartoon Universe: How to Teach a Diffusion Model Some Manners

Cartoon Universe: How to Teach a Diffusion Model Some Manners

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4 min read
The Ultimate Guide to Self-Reflective RAG (CRAG): Solving the Hallucination Crisis

The Ultimate Guide to Self-Reflective RAG (CRAG): Solving the Hallucination Crisis

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3 min read
Training my smartwatch to track intelligence

Training my smartwatch to track intelligence

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5 min read
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