ArpitaChatterjee
Software Engineer || Automation Data Science || Machine Learning || NLP
Gen DigitalGeorgia, Atlanta, USA
Pinned Repositories
A-Path-Finding-Visualization
A python visualization of the A* path finding algorithm. It allows you to pick your start and end location and view the process of finding the shortest path.
Algo_Ds_Notes
It is a repository that is a collection of algorithms and data structures with implementation in various languages.
Amazon-Clone
AmericanSignLanguage
Biometric-Attendance
Built a Facial Recognition Model in Python. Used Face Recognition library, to detect the face locations and their encoding in the training dataset. Compared faces with the test dataset, using the face_distance, if the face_distance of the test and training dataset is more than the threshold value then the result is saved and stored along with the time of input in the file.
Book-Recommendation-System
Build a user-item rating matrix; based on which correlation between each item and the user, was determined and with the help of 'cosine' similarity metrics, user-based and item-based recommendation function was created which would determine the similar users to the given user input and determine the similar item of the given item to the user as a result.
Covid-19-Tracker-with-VoiceAssistant
Built a Covid-19 tracker in python, where data of total no. of cases, total no. of deaths, total no. of recovered cases of all the countries was scrapped and an API was generated.With the help of speech to text conversion library, the input was taken from the user in the form of Voice Note which was then converted into text format and by calling the API, generated during web scrapping; it threaded all the information from the website and provided the required output in the form of both speech and text.
Movie-Review-Sentiment-Analysis
Text classification model which trains a recurrent neural network(RNN) on the large movie review dataset for sentiment analysis.
Price-Prediction
Build an AI Website using machine learning algorithms to predict the selling price of cars using various features given as input and displaying predicted selling price as an output with an accuracy of 87% and deployed the website on Heroku.
Routine-Analysis-of-a-Comedian
Build a dataset using the transcript for the 10 popular comedians, using web scrapping, and applied various NLP techniques like sentiment analysis, topic modeling, text generation, and recommended similar comedians based on similar preferences.
ArpitaChatterjee's Repositories
ArpitaChatterjee/A-Path-Finding-Visualization
A python visualization of the A* path finding algorithm. It allows you to pick your start and end location and view the process of finding the shortest path.
ArpitaChatterjee/Amazon-Clone
ArpitaChatterjee/ANN-Datasets
ArpitaChatterjee/Budget-Calculator
ArpitaChatterjee/chatroom
React-based Chatroom Component for Rasa Stack
ArpitaChatterjee/CNN-Data-Augmentation
ArpitaChatterjee/Config-CNN
ArpitaChatterjee/Feature-Engineering
Feature Engineering concepts by Krish Naik
ArpitaChatterjee/GreenScreen
ArpitaChatterjee/Interview-Prepartion-Data-Science
ArpitaChatterjee/IrisDatasets
ArpitaChatterjee/JupyterNotebooks-Medium
ArpitaChatterjee/LinearRegression
ArpitaChatterjee/LogisticReg-Suv-Prediction
To predict which customer is likely to buy the suv based on their age and salary and we got an accuracy of 89%
ArpitaChatterjee/Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
ArpitaChatterjee/ML-Track
This repository is a recommended track, designed to get started with Machine Learning.
ArpitaChatterjee/MyAudioBook
ArpitaChatterjee/QGame
ArpitaChatterjee/Sci-Calc
ArpitaChatterjee/SITE
ArpitaChatterjee/Stock-Price-Prediction-using-Keras-and-Recurrent-Neural-Networ
Stock Price Prediction case study using Keras
ArpitaChatterjee/Tic-Tac-Toe-Game
ArpitaChatterjee/To-Do-List
ArpitaChatterjee/vehicle_detection_haarcascades
Vehicle Detection by Haar Cascades with OpenCV