Diamond Price Prediction Project

In this analysis, I focus on predicting diamond prices using various machine learning algorithms. This project utilizes a dataset of diamonds that includes features such as carat, color, clarity, depth, and table, with the goal of estimating their prices. I employ different predictive methods and compare their effectiveness to identify which algorithm provides the most accurate predictions.

The process involves constructing and training machine learning pipelines that combine different algorithms with data normalization techniques. I then evaluate the performance of these models based on various performance metrics to determine the best approach for predicting diamond prices.

Link to Code :

https://github.com/LamprouKon/Diamond-Price-Prediction