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Sruthi Kasturi's Projects

911-calls-eda icon 911-calls-eda

An analytical project examining 911 call data to identify patterns and trends. Aims to improve emergency response and management through detailed exploratory data analysis and visualization.

cnn_inaturalist_classifier icon cnn_inaturalist_classifier

A deep learning project that uses advanced image processing to identify different species from the iNaturalist dataset with high accuracy.

dicom-deep icon dicom-deep

Dive into the world of medical imaging with DICOM-Deep. This project focuses on processing and analyzing DICOM images, offering insights through specialized visualizations and image processing techniques.

eda-financial-crisis icon eda-financial-crisis

A detailed exploratory data analysis project focused on financial crisis data. Investigates key indicators and trends, providing valuable insights into financial market behaviors during the crisis of 2007 to 2016.

nlp-sentimentseer icon nlp-sentimentseer

A sentiment analysis project using NLP techniques on Twitter data. Implements various models including TF-IDF, Word2Vec, and BERT to classify sentiments accurately.

rnn-based-aapl-stock-forecasting icon rnn-based-aapl-stock-forecasting

A time series forecasting project employing Recurrent Neural Networks (RNN) to predict Apple stock prices. Analyzes historical data to provide accurate and insightful stock trend forecasts.

sas-data-analysis-toolkit icon sas-data-analysis-toolkit

A comprehensive repository of SAS scripts for a variety of data analysis tasks, statistical computations, and machine learning applications. Includes tools for data import/export, detailed statistical analysis, and predictive modeling.

sas_clinical_report icon sas_clinical_report

A dedicated SAS repository for biostatistical analysis in medical and clinical research. Features scripts for data import, descriptive statistics, hypothesis testing, ANOVA, chi-square tests, and correlation analysis.

sf-salaries-eda icon sf-salaries-eda

An exploratory data analysis project examining San Francisco city employee salaries. Analyzes salary distributions, job roles, and other metrics using detailed visualizations and statistical techniques.

sql_synthea_analytics icon sql_synthea_analytics

A project that uses SQL to analyze health data from the Synthea dataset. It looks at common health conditions, resource use, and provides insights for better health management.

tic-tac-toe icon tic-tac-toe

An interactive implementation of the classic Tic-Tac-Toe game using Python. Features complete game logic and an intuitive interface within a Jupyter Notebook.

visionary_analytics icon visionary_analytics

A comprehensive project for object detection and semantic segmentation using the COCO-2017 dataset. Utilizes YOLO and U-Net models for high-accuracy predictions and evaluations.

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