Diabetes Prediction using Machine Learning

This Diabetes prediction project leveraged Pima Indian Diabetes Dataset. Algorithms like K-Nearest Neighbor, Decision Trees, and Support Vector Machines were employed. SVM achieved the best accuracy of 78.34%. Deployed Model was able to predict whether patient is diabetic or not.

BigBasket-Product-Recommendation-System

The system leverages TF-IDF vectorization and cosine similarity to provide personalized product recommendations based on user input and product descriptions. The core functionality allows for dynamic, user-interactive recommendations, enhancing user experience by suggesting relevant products.

Tata Data Visualisation : Empowering Business with Effective Insights

This data visualization project by Forage aims to transform how business data is analyzed and interpreted, providing stakeholders with powerful tools to make data-driven decisions. The insights generated from this project can lead to improved operational efficiency, and better strategic planning.

Credit Card Fraud Detection

This project focuses on detecting fraudulent credit card transactions using machine learning techniques. The model is trained on historical credit card transaction data and aims to classify transactions as either fraudulent or legitimate.