If you want to break into data science, a portfolio of completed projects is your most powerful asset. From analyzing Titanic passenger data to creating interactive dashboards, beginner-friendly ...

There were conflicting reports about the status of the vital shipping waterway in the cease-fire with Iran. By Pranav Baskar and Shirin Hakim As the cease-fire between the United States and Iran ...

Abstract: In the context of evaluating machine learning algorithms for binary classification tasks, predicting passenger survival on the Titanic provides a practical benchmark. The research aims to ...

This project performs Exploratory Data Analysis (EDA) on a Diwali sales dataset to understand customer purchasing behavior. Using Python data analysis libraries, the data is cleaned, analyzed, and ...

Data loading and inspection Handling missing values analysis Statistical summary using describe() Visual analysis using histograms, boxplots, count plots, scatter plots, and heatmaps Identified ...

Abstract: This study examines the impact of preprocessing techniques, including stratification, oversampling (SMOTE), undersampling, and PCA, on neural network performance for early detection of type ...

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Dany Lepage discusses the architectural ...