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

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8 min read
How AI Learns: Gradient Descent Explained Through a Midnight Smoky Jollof Adventure
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How AI Learns: Gradient Descent Explained Through a Midnight Smoky Jollof Adventure

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6 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
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
How I Replaced "Gut Feeling" with Python: Analyzing a Crypto Crash

How I Replaced "Gut Feeling" with Python: Analyzing a Crypto Crash

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1 min read
Edge ML Has a Size Obsession

Edge ML Has a Size Obsession

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9 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
Anansi’s Web as Neural Architecture: From Folklore to Framework
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Anansi’s Web as Neural Architecture: From Folklore to Framework

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2 min read
A Small Milestone While Building SmartKNN

A Small Milestone While Building SmartKNN

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2 min read
Integrating Deepgram for Real-Time ASR in Voice Agent Pipelines: A Developer's Journey
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Integrating Deepgram for Real-Time ASR in Voice Agent Pipelines: A Developer's Journey

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12 min read
How to Adapt Tone to User Sentiment in Voice AI and Integrate Calendar Checks
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How to Adapt Tone to User Sentiment in Voice AI and Integrate Calendar Checks

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12 min read
If AI replaces workers, should it also pay taxes?
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If AI replaces workers, should it also pay taxes?

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5 min read
Zero-to-Scale ML: Deploying ONNX Models on Kubernetes with FastAPI and HPA
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Zero-to-Scale ML: Deploying ONNX Models on Kubernetes with FastAPI and HPA

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2 min read
CNN vs Transformer – A Visual Comparison

CNN vs Transformer – A Visual Comparison

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3 min read
Rapid Deployment of AI Voice Agents Using No-Code Builders
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Rapid Deployment of AI Voice Agents Using No-Code Builders

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10 min read
I Built an ML Platform to Monitor Africa's $700B Debt Crisis - Here's What I Learned
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I Built an ML Platform to Monitor Africa's $700B Debt Crisis - Here's What I Learned

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7 min read
Sentiment-to-Signal: Stock Market Intelligent Agent

Sentiment-to-Signal: Stock Market Intelligent Agent

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2 min read
Why Mathematics Is Essential in Machine Learning

Why Mathematics Is Essential in Machine Learning

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3 min read
Bayesian Neural Networks Under Covariate Shift: When Theory Fails Practice

Bayesian Neural Networks Under Covariate Shift: When Theory Fails Practice

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6 min read
Neuroevolution of Augmenting Topologies in JavaScript

Neuroevolution of Augmenting Topologies in JavaScript

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1 min read
Cracking Open Logistic Regression with Excel: ML Advent Calendar Day 12

Cracking Open Logistic Regression with Excel: ML Advent Calendar Day 12

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3 min read
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