Amal MatoukA Guide to Effective AI Prompt DesignArtificial Intelligence (AI) has been a game-changer in countless industries, revolutionizing the way we interpret data, make decisions…Sep 24, 2023Sep 24, 2023
Amal MatoukBias and Variance: Understanding Their Relationship with Overfitting and UnderfittingWhen building a machine learning model, two common issues can arise overfitting and underfitting. These problems significantly impact the…Aug 15, 2023Aug 15, 2023
Amal MatoukEasy Ways to Handle Categorical Values Using libraries sklearn and pandas:Encoding categorical variables is a challenge that may data scientists face while applying machine learning algorithms because those…Mar 15, 2022Mar 15, 2022
Amal MatoukVisualize COVID-19 data using Plotly ExpressThe best analysis output depends on the good understanding of data and its properties, using appropriate analysis methods, and displaying…May 31, 2020May 31, 2020