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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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Meet Xenoglaux-AI: The Next-Gen Text Generator AI 🦉✨

Meet Xenoglaux-AI: The Next-Gen Text Generator AI 🦉✨

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2 min read
Contact Center Automation: Build Inbound/Outbound AI Agents with Twilio

Contact Center Automation: Build Inbound/Outbound AI Agents with Twilio

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12 min read
I Stacked 3 Small ML Models and Got Video Search That Feels Like Magic

I Stacked 3 Small ML Models and Got Video Search That Feels Like Magic

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4 min read
How I Tackled GenAI-Powered Data Analytics (And Unlocked a New Perspective on AI Strategy)

How I Tackled GenAI-Powered Data Analytics (And Unlocked a New Perspective on AI Strategy)

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5 min read
Demonstrating Bias and Mitigation in a Simple Clinical ML Pipeline

Demonstrating Bias and Mitigation in a Simple Clinical ML Pipeline

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2 min read
Running SAM 3 on AMD Ryzen AI Max+ 395: A Complete Guide to Fixing the rocBLAS Error

Running SAM 3 on AMD Ryzen AI Max+ 395: A Complete Guide to Fixing the rocBLAS Error

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5 min read
Building a Smart Refrigerator with a $15 IoT Camera and SAM 3: Solving the "Warm Water" Problem

Building a Smart Refrigerator with a $15 IoT Camera and SAM 3: Solving the "Warm Water" Problem

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4 min read
Breaking the "Pattern": How We Built (and tried to scale) Strategic AI for Sweep

Breaking the "Pattern": How We Built (and tried to scale) Strategic AI for Sweep

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3 min read
Building an AI-Powered Customer Churn Prediction Pipeline on AWS (Step-by-Step)

Building an AI-Powered Customer Churn Prediction Pipeline on AWS (Step-by-Step)

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5 min read
We pwned X, Vercel, Cursor, and Discord through a supply-chain attack

We pwned X, Vercel, Cursor, and Discord through a supply-chain attack

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4 min read
Por Qué el 83% de Herramientas de Detección de Alucinaciones RAG Fallan en Producción

Por Qué el 83% de Herramientas de Detección de Alucinaciones RAG Fallan en Producción

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3 min read
Why Your Model is Failing (Hint: It’s Not the Architecture)

Why Your Model is Failing (Hint: It’s Not the Architecture)

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4 min read
Creating apps like Signal could be 'hostile activity' claims UK watchdog

Creating apps like Signal could be 'hostile activity' claims UK watchdog

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4 min read
What AI certification options are best for professionals transitioning into AI roles?

What AI certification options are best for professionals transitioning into AI roles?

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2 min read
What If Your Website Could Think?

What If Your Website Could Think?

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3 min read
Designing a Bedrock Agent with Action Groups and Knowledge Bases for Wildfire Analysis

Designing a Bedrock Agent with Action Groups and Knowledge Bases for Wildfire Analysis

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17 min read
Implementing VAD and Turn-Taking for Natural Voice AI Flow: My Experience

Implementing VAD and Turn-Taking for Natural Voice AI Flow: My Experience

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12 min read
SEMNR: Why I Stopped Trusting "Clean" Images (And Treated Metrics as Guardrails)

SEMNR: Why I Stopped Trusting "Clean" Images (And Treated Metrics as Guardrails)

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4 min read
Roshan Kumar — AI Engineer & Data Scientist | Machine Learning & Generative AI

Roshan Kumar — AI Engineer & Data Scientist | Machine Learning & Generative AI

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1 min read
MLOps : Feature Engineering Technique and Process, Where most of the time have been spent for extracting solutions.

MLOps : Feature Engineering Technique and Process, Where most of the time have been spent for extracting solutions.

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5 min read
AI Background Remover: How AI Detects Objects and Separates Backgrounds

AI Background Remover: How AI Detects Objects and Separates Backgrounds

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3 min read
How to Make Your AI Strictly Follow Rules: Building a Robust Rule System

How to Make Your AI Strictly Follow Rules: Building a Robust Rule System

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3 min read
Backpropagation in Deep Learning: A Complete, Intuitive, and Practical Guide

Backpropagation in Deep Learning: A Complete, Intuitive, and Practical Guide

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4 min read
Por Qué el 47% de Empresas Están Migrando de GPT-4 a Open Source LLMs en 2025

Por Qué el 47% de Empresas Están Migrando de GPT-4 a Open Source LLMs en 2025

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2 min read
Stop Guessing AI Metrics: Regression Explained with MSE, RMSE, MAE, R & MAPE

Stop Guessing AI Metrics: Regression Explained with MSE, RMSE, MAE, R & MAPE

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3 min read
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