ArpitaChatterjee
Software Engineer || Automation Data Science || Machine Learning || NLP
Gen DigitalChennai, India
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/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.
ArpitaChatterjee/Algo_Ds_Notes
It is a repository that is a collection of algorithms and data structures with implementation in various languages.
ArpitaChatterjee/ArpitaChatterjee
About ME !!
ArpitaChatterjee/B2B-date-prediction-model
ArpitaChatterjee/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.
ArpitaChatterjee/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.
ArpitaChatterjee/ChatterBot
ChatterBot is a machine learning, conversational dialog engine for creating chat bots
ArpitaChatterjee/code_snippets
ArpitaChatterjee/cosmos
World's largest Contributor driven code dataset | Join our Internship and enjoy 🌱 | Algorithms that run our universe | Your personal library of every algorithm and data structure code that you will ever encounter |
ArpitaChatterjee/HousePricePrediction
Predict House Price using Ridge & Lasso Regression Model
ArpitaChatterjee/Malaria-Detection
ArpitaChatterjee/Movie-Review-Sentiment-Analysis
Text classification model which trains a recurrent neural network(RNN) on the large movie review dataset for sentiment analysis.
ArpitaChatterjee/My-Resume
ArpitaChatterjee/MyPortfolio
This is my official Portfolio
ArpitaChatterjee/numpy
The fundamental package for scientific computing with Python.
ArpitaChatterjee/Object-DetectionTF
Build using Haar-Cascade Algorithm and Tensorflow to detect live-object
ArpitaChatterjee/opencv
Open Source Computer Vision Library
ArpitaChatterjee/pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
ArpitaChatterjee/Play-Generator
Using RNN
ArpitaChatterjee/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.
ArpitaChatterjee/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/seaborn
Statistical data visualization in Python
ArpitaChatterjee/Stock-Market-Prediction-Sentiment-Analysis-
ArpitaChatterjee/StockPriceForecasting
ArpitaChatterjee/system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
ArpitaChatterjee/Tech-Interview-Cheat-Sheet
Studying for a tech interview sucks. Here's an open source cheat sheet to help
ArpitaChatterjee/Tensorflow
ArpitaChatterjee/tensorflow-1
An Open Source Machine Learning Framework for Everyone
ArpitaChatterjee/zero-to-mastery-ml
All course materials for the Zero to Mastery Machine Learning and Data Science course.
ArpitaChatterjee/ChatBot_GeniSys
Purpose- To Solve FAQs of a university