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A Python-based Machine Learning Project

Github Repository: https://github.com/Johnny-Geng/Comprehensive-Machine-Learning

Background Information:

The dataset used in this project can be found on Kaggle (source link: https://www.kaggle.com/crawford/1000-cameras-dataset). The dataset consists of 1038 entries of cameras and their 13 distinct properties, collected by some camera enthusiasts from 1994–2007.

The goal of this project is to first explore the dataset and investigate the relationships among different features in the dataset. Then, I will pick an interesting feature as the target variable, on which I will build multiple types of models to predict its values. After that, I will build and optimize these models accordingly to improve their predicting accuracy while…

Johnny Geng

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