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Building a Classification Decision Tree in RStudio
In this blog post, I'll guide you through building a classification decision tree in RStudio. Decision trees are powerful tools for...
Julia Johnson
Oct 11, 20243 min read
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Building a Predictive Model: A Journey into Machine Learning
As an aspiring Software Developer with a passion for Big Data, one of the most rewarding experiences in my career so far has been working...
Julia Johnson
Oct 4, 20242 min read
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Analyzing Changes in Consumer Prices with an Interactive Dashboard
In today's data-driven world, understanding economic trends, such as changes in consumer prices, is crucial for businesses, governments,...
Julia Johnson
Sep 23, 20243 min read
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Why Model Performance Isn't Everything in Machine Learning
Introduction When people think of machine learning, the focus is often on building models with high accuracy. But as I’ve learned through...
Julia Johnson
Sep 20, 20244 min read
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Predicting House Prices with Machine Learning: A Step by Step Guide to Building a Regression Model
Introduction Welcome back to my blog! In this post, we'll dive into the world of Machine Learning by tackling a regression problem using...
Julia Johnson
Sep 20, 20244 min read
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Cracking Image Classification with CNNs: Building an Intelligent Classifier for CIFAR-10
Project Overview This project focuses on building an image classification system using machine learning techniques. The goal was to...
Julia Johnson
Sep 19, 20244 min read
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