Forem

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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Blind Source Separation for automatic speech recognition: How Machines Learn to Untangle Mixed Signals

Blind Source Separation for automatic speech recognition: How Machines Learn to Untangle Mixed Signals

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4 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
MLOps : Feature Engineering Technique and Process, Where most of the time have been spent for extracting solutions.
Cover image for 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
Feature Engineering

Feature Engineering

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5 min read
Feature Scaling

Feature Scaling

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

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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
Stop Guessing AI Metrics: Regression Explained with MSE, RMSE, MAE, R & MAPE
Cover image for 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
From a Pyodide Wrapper to an Edge AI Engine

From a Pyodide Wrapper to an Edge AI Engine

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1 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
Cover image for 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
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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
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Quick CRM Integrations with Retell AI's No-Code Tools: My Experience

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

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3 min read
symlik: Symbolic Likelihood Models in Python

symlik: Symbolic Likelihood Models in Python

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2 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
Edge ML Has a Size Obsession

Edge ML Has a Size Obsession

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9 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
AgenticAI Revolution: Leading AI Innovations of 2025
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AgenticAI Revolution: Leading AI Innovations of 2025

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3 min read
Scale AI Innovation: How AWS Well-Architected Lenses Drive Efficient Development
Cover image for 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)
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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
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Building an Agentic AI System for Accessibility Mapping: My Kaggle Capstone Experience

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4 min read
A Small Milestone While Building SmartKNN

A Small Milestone While Building SmartKNN

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2 min read
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