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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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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
TrueFoundry vs Bifrost: Why We Chose Specialization Over an All-in-One MLOps Platform

TrueFoundry vs Bifrost: Why We Chose Specialization Over an All-in-One MLOps Platform

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5 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
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
How I Became an AI Engineer — Roshan Kumar

How I Became an AI Engineer — Roshan Kumar

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1 min read
16 Performance Boost and 98% Cost Reduction: A Dive into the Upgraded SLS Vector Indexing Architecture

16 Performance Boost and 98% Cost Reduction: A Dive into the Upgraded SLS Vector Indexing Architecture

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5 min read
runners y cuantificacion de modelos

runners y cuantificacion de modelos

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4 min read
Why Most NLP Projects Fail Outside Jupyter Notebook.

Why Most NLP Projects Fail Outside Jupyter Notebook.

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3 min read
Beyond Accuracy: The 73+ Dimensions of AI Agent Quality

Beyond Accuracy: The 73+ Dimensions of AI Agent Quality

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3 min read
Edge ML Has a Size Obsession

Edge ML Has a Size Obsession

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9 min read
How to Reduce LLM Costs by 40% in 24 Hours (2025)

How to Reduce LLM Costs by 40% in 24 Hours (2025)

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8 min read
AgenticAI Revolution: Leading AI Innovations of 2025

AgenticAI Revolution: Leading AI Innovations of 2025

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3 min read
Harnessing the Power of AgenticAI: A New Era

Harnessing the Power of AgenticAI: A New Era

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2 min read
Scale AI Innovation: How AWS Well-Architected Lenses Drive Efficient Development

Scale AI Innovation: How AWS Well-Architected Lenses Drive Efficient Development

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5 min read
BiasAwareFeedback: Detecting Textual Bias with NLP (Mini-Research Project)

BiasAwareFeedback: Detecting Textual Bias with NLP (Mini-Research Project)

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2 min read
Building an Agentic AI System for Accessibility Mapping: My Kaggle Capstone Experience

Building an Agentic AI System for Accessibility Mapping: My Kaggle Capstone Experience

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4 min read
Unlocking the Power of LLMs in Your Projects 🚀

Unlocking the Power of LLMs in Your Projects 🚀

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2 min read
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