Role of Data Visualization in Machine Learning
Last Updated on July 24, 2023 by Editorial Team
Author(s): Benjamin Obi Tayo Ph.D.
Originally published on Towards AI.
Data visualization plays an integral role in machine learning from data analysis to model building, testing, evaluation, and selection
Image by Benjamin O. Tayo
Data Visualization is one of the most important branches of data science. It is one of the main tools used to analyze and study relationships between different variables. Data visualization can be used for descriptive analytics. Data visualization is also used in machine learning for data preprocessing and analysis; feature selection; model building; model testing; and model evaluation.
In this article, we illustrate the role of data visualization in the machine learning process. For illustrative purposes, we will be using the cruise ship dataset cruise_ship_info.csv. The dataset and Jupyter notebook for this article can be downloaded from… Read the full blog for free on Medium.
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