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Gayathri Devi Nagalapuram's Projects

analysis-using-nba_api icon analysis-using-nba_api

Using Python and nba_api the model is trained to predict the percentage that the teams are winning the matches in homeground.

breast-cancer-detection-web-app icon breast-cancer-detection-web-app

SVM (Support Vector Machines) is used to build and train a model using human cell records, and classify cells to predict whether the samples are benign or malignant and display output using Flask Application On Heroku

clustering-on-vehicle-dataset icon clustering-on-vehicle-dataset

Using Agglomerative clustering, which is more popular than Divisive clustering and also using Complete Linkage as the Linkage Criteria.

co2-emission-using-linear-regression icon co2-emission-using-linear-regression

Using scikit-learn to implement simple linear regression and a dataset that is related to fuel consumption and Carbon dioxide emission of cars. Then, we split our data into training and test sets, create a model using training set, Evaluate model using test set, and finally use model to predict unknown value using simple linear regression.

controlling-media-player-with-hand-gestures-using-convolutional-neural-network icon controlling-media-player-with-hand-gestures-using-convolutional-neural-network

An application to control media player from distance using hand gestures. It was developed by creating a hand gestures dataset using OpenCV, building a 2D CNN model for feature extraction and classification, and integrating the Keyboard keys to hand gestures using the PyAutoGUI library. whenever a gesture is predicted, the corresponding action is performed on the Media Player. Also, created a user interface using the Streamlit web framework and deployed source files with demo using streamlit.io sharing.

csvdatavisualizationtool icon csvdatavisualizationtool

Welcome to the CSV Data Visualization Tool! This tool allows you to easily upload, view, edit, and visualize CSV files.

data-analysis-projects icon data-analysis-projects

The Data Analysis projects realted to real-life use cases performed using Python and it's libraries such Pandas, NumPy, Matplotlib, Seaborn, Plotly and Folium.

demo icon demo

A demo repository for My JSON Server (Alpha)

demo-face-gan icon demo-face-gan

A demonstration of using a live Tensorflow session to create an interactive face-GAN explorer.

drug-prediction icon drug-prediction

Using the popular machine learning algorithm, Decision Tree which is a classification algorithm we build a model from historical data of patients, and their respond to different medications. Then you use the trained decision tree to predict the class of an unknown patient, or to find a proper drug for a new patient.

face-emotion-recognition icon face-emotion-recognition

Built a real time system which is able to capture facial emotions of a person and classify human faces in real time into a fixed number of emotions. Trained a CNN to identify whether the face is happy, angry, sad, surprised etc.

gayathri_portfolio icon gayathri_portfolio

This portfolio site showcases my skills, projects as a Frontend professional. It is designed to provide visitors with a comprehensive understanding of my capabilities and the work I have done.

githubprofileviewer icon githubprofileviewer

The GitHub Profile Viewer App is a web application built using React and Redux Toolkit, designed to provide users with a seamless way to search for GitHub usernames and retrieve comprehensive user information using the GitHub API. Users can easily explore user profiles, including their details, followers, and following lists.

hello-ml icon hello-ml

As a Machine Learning Content Developer intern, I have worked on these articles and projects.

hospital-management-system icon hospital-management-system

The purpose of this project is to computerize the Front Office Management of Hospital by developing a software which is user friendly, simple, fast, and cost– effective. It deals with the collection of patient’s information, diagnosis details, etc.

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