Binita Kumari Mandal's repositories
Ecommerce-website
The website displays products. Users can add and remove products to/from their cart while also specifying the quantity of each item. They can then enter their address and choose Stripe to handle the payment processing.
BankNote_Authentication
This project is entirely based on finding out the bank note authentication. Here libraries are used for cleaning the data, Understanding the data, visualization of the data, and final building different types of model to find out best of it. The ML, Clustering Techniques, Heatmap etc are used for the better visualization.
Email_Template
To get the nearest email template required by the user based on the key words specified by the user. Tools : Python, json, Streamlit, NLP libraries, web scrabbing methods.
Hotel_Booking_Prediction
To find the best classification model for predicting bookings cancellations and finding the best explaining variables for customer cancellations.
Poll_Application
The Poll Application is a web-based platform built using the Django web framework that allows users to create, vote, and view the results of polls. The application supports multiple polls creation by different users, with various types of questions, including multiple choice, single choice, and open-ended questions.
Chatbot_based_on_AI
To create an automated chatbot that replies to the Data Science Questions (Live Project) Tools : Python, Pickle, sklearn, ,matplot and NLTK libraries, Tensorflow, Keras, Streamlit Methods : Self Learning Bot using NLP
Fraud_Detection_ml_model_using_streamlit
To find the fraudulent in Health Care Insurance Claim, acquiring f1 score of 83 %.
Social_media_website
Build a Social Media Website Using Django Framework, HTML, CSS and Bootstrap.
Todo-website
This is Django-python based project focused on clients who wants to keep track of their Todo-list. These are reusable, testable and efficient code that meets our clients’ needs.
FIFA_World_Cup
The FIFA World Cup, often simply called the World Cup, is an international association football competition contested by the senior men's national teams of the members of the Fédération Internationale de Football Association (FIFA), the sport's global governing body. The championship has been awarded every four years since the inaugural tournament in 1930, except in 1942 and 1946 when it was not held because of the Second World War. The current champion is Germany, which won its fourth title at the 2014 tournament in Brazil.
Finding_best_agents_working_for_real_estate
The assignment is based on finding the best 3 agents working for real estate company, based on their continous followups with client. Here I have ranked the agents according to their followups and the months record.
Visualization_of_titanic_data
Visualizing all the aspects of titanic datasets and its relation to each other.