Machine Learning

Machine Learning

Virtualization & Containers for Data Science Newbies

Virtualization makes it possible to run multiple virtual machines (VMs) on a single piece of physical hardware. These VMs behave like independent computers,...
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Machine Learning

Top 5 Freelancer Websites Better Than Fiverr and Upwork

Image by Author   Fiverr and Upwork are two of the most well-known freelancing platforms globally,...
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Machine Learning

Day #1 of 90 (DS Interview Journey): Bagging vs Boosting: A Complete Guide to Ensemble Machine Learning Methods | by Guldanika Osmonova | Feb,...

So, today is the first day of my 90-day Data Science Challenge. Today, I will break down the difference between “Bagging” and “Boosting,”...
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Machine Learning

Understanding Model Calibration: A Gentle Introduction & Visual Exploration

How Reliable Are Your Predictions? About To be considered reliable, a model must be calibrated so that its confidence in each decision closely reflects its...
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Machine Learning

Creating a Useful Voice-Activated Fully Local RAG System

Image by Author | Ideogram.ai   RAG, or retrieval augmented generation, is a technique for using external...
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Machine Learning

Introduction to Classification in Scikit-Learn: Logistic Regression, Decision Trees, and Random Forests | by Mccaigjake | Feb, 2025

Problem StatementA telecommunications company wants to predict whether a customer will churn (leave the service) based on account details, service usage, and demographic...
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