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Shanmukhi Balagamsetty's Projects

churn-analysis icon churn-analysis

Churn Analysis of Telecommunications Company Data using Tableau.

energy-efficiency-prediction icon energy-efficiency-prediction

Predicting building heating and cooling loads from it's architectural features using ML and utilizing MLflow for experiment tracking.

falcon9-firststagelanding icon falcon9-firststagelanding

IBM's Data Science Capstone to Predict the First Stage Landing of SpaceX Falcon9 using Machine Learning Algorithms.

fraud-detection icon fraud-detection

A Comparative Analysis of Machine Learning Models for Credit Card Transactions with an Emphasis on Maximizing Recall.

heart-failure-prediction icon heart-failure-prediction

Explored Heart Failure Prediction Dataset and performed Classification and Clustering on the data using R.

song-genre-classification icon song-genre-classification

An Interactive Web Application to classify song genres as either "HipHop" or "Rock" based on audio features.

text-classification icon text-classification

Developed an NLP system using Gradio and Hugging Face to classify disaster tweets with both machine learning (ML) and deep learning (DL) models.

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