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Varchaleswari Ganugapati's Projects

ann_bank-customer-satisfaction icon ann_bank-customer-satisfaction

Using the Churn_Modelling.csv from https://www.kaggle.com/shrutimechlearn/churn-modelling, the artificial neural network model predicts the tendency of the bank's customer to stay or leave.

asset icon asset

A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations

csc-6740-restaurant-data-analysis icon csc-6740-restaurant-data-analysis

I use a variety of data mining techniques to mine useful information from the data of a prominent restaurant aggregator and online delivery chain to predict the likelihood of success for a new restaurant based in Bengaluru region, Karnataka, India.

databases_and_web icon databases_and_web

Understanding various topics related to data and Web. These include REST and GraphQL API development, Web access to databases, XML and related technologies, JSON and related technologies, Semantic Web including Description Logics, RDF, RDFS, OWL, and SPARQL, and NoSQL systems. I worked on several programming projects which illustrate the various concepts and techniques to access data on the Web.

deep_learning icon deep_learning

The understanding of the state-of-the-art DL architectures as well as practical implementations of deep neural networks with Python.

federated icon federated

A framework for implementing federated learning

fgpm icon fgpm

Adversarial Training with Fast Gradient Projection Method against Synonym Substitution based Text Attacks

pysari icon pysari

Text Simplification System and Dataset

react-app icon react-app

Understanding the design implementation using REACT architecture

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