Soumya Sharma's repositories
Breast-Cancer-Classification-using-SVM
On the basis of the data , predicts the tumour as benign or malignant. Our best model is SVM with Normalized data, followed by our Grid search model.
DECISION-TREE-CLASSIFIER---CAR-EVALUATION-DATASET
In this kernel, I build a Decision Tree Classifier to predict the safety of the car. I build two models, one with criterion gini index and another one with criterion entropy
Gamified-Referral-System
This is a gamefied referral system where user can login and refer the referral code to another user to create an account on the same app using the referral code provided.
K-MEANS-AND-HEIRARCHICAL-CLUSTERING-ONLINE-RETAIL-DATASET
We will be using the online retail trasnational dataset to build a RFM clustering and choose the best set of customers which the company should target.
Rain-in-Australia-Logistic-Regression
performing Exploratory Data analysis on the Dataset and predicting the rain in Australia with 84.84 percent accuracy using Logistic Regression
Traffic-Sign-Recognition
A deep neural network model that can classify traffic signs present in the image into different categories. With this model, we are able to read and understand traffic signs which are a very important task for all autonomous vehicles.
Blog-App-using-CRUD-Django
A simple Django app which represents all the CRUD operations being performed on the blogs
ECommerce-Website-using-Django
This project is a fully functional eCommerece website with user and guest checkout capabilities.
RealTime-Chat-Application-using-Django-Channels
A real time chat application from scratch. For the backend, Django is used with a package called Channels and the frontend will use vanilla JavaScript with Web Sockets.