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Sowmya Maddali's Projects

analyzing-macroeconomic-trends icon analyzing-macroeconomic-trends

This GitHub repository provides a comprehensive analysis of key economic datasets, including the Consumer Price Index and Producer Price Index. Uncovering intricacies and sector-specific insights, it aims to furnish a robust foundation for in-depth economic analysis, facilitating a nuanced understanding of contemporary economic dynamics and trends.

breast-cancer--metabric icon breast-cancer--metabric

It consists of clinical profiles of 2,509 breast cancer patients, time period between diagnosis and death, and time period between diagnosis and relapse.

dats6101_project_team_sage icon dats6101_project_team_sage

Based on input criteria like gender, age, numerous diseases, and smoking status, the dataset used in this project is used to determine whether a patient is likely to experience a stroke. The data's rows each provide pertinent information about the patient.

functional-profiling-of-vic-monoclonal-antibodies icon functional-profiling-of-vic-monoclonal-antibodies

The VIC Monoclonal Antibodies project to involve the characterization and assessment of various monoclonal antibodies (MABs) based on their functional properties, specifically focusing on their polyfunctionality and activity in immune cell assays.

landmark-recognition-using-cnn icon landmark-recognition-using-cnn

Implementing DeLF module to extract features from an image of a landmark, and RANSAC to geometrically verify if the landmark is matched.

music-genre-classification icon music-genre-classification

Using GTZAN dataset to classify different audio files into genres if music. Provided an interactive website to help users upload & classify different music files.

revenue-prediction-customer-analytics-for-supermarket-data icon revenue-prediction-customer-analytics-for-supermarket-data

Our project uses a variety of machine learning and deep learning models to forecast supermarkets’ income for the following day based on a multitude of product categories. The main goal of our project is to use feature engineering techniques to improve forecasting accuracy.

visualizing-nuclear-explosions icon visualizing-nuclear-explosions

Investigating nuclear explosion data to uncover trends and compare countries, aimed to provide insights into the frequency and distribution of nuclear explosions.

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