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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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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
AI will make formal verification go mainstream

AI will make formal verification go mainstream

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4 min read
Fine-Tuning Large Language Models with LoRA and QLoRA

Fine-Tuning Large Language Models with LoRA and QLoRA

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2 min read
The OptiPFair Series #1: Forging the Future with Small Models — An Architectural Analysis with Pere Martra

The OptiPFair Series #1: Forging the Future with Small Models — An Architectural Analysis with Pere Martra

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8 min read
I Asked AI to Invent 54 Cocktails

I Asked AI to Invent 54 Cocktails

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6 min read
How to Prove AI Impact: Metrics That Investors and CTOs Actually Trust

How to Prove AI Impact: Metrics That Investors and CTOs Actually Trust

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4 min read
Quick CRM Integrations with Retell AI's No-Code Tools: My Experience

Quick CRM Integrations with Retell AI's No-Code Tools: My Experience

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14 min read
symlik: Symbolic Likelihood Models in Python

symlik: Symbolic Likelihood Models in Python

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2 min read
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