In this repository i have performed Hierarchical clustering on car clus dataset, DBSCAN on penguins datset, K-means clustering on mall customer dataset.

Unlock personalized content recommendations on Netflix with my cutting-edge ML project. Say goodbye to aimless scrolling and elevate your binge-watching experience with our user-centric content-based recommender system.

Problem Statement Perform clustering (Hierarchical,K means clustering and DBSCAN) for the airlines data to obtain optimum number of clusters. Content This data set contains statistics, in arrests per 100,000 residents for assault, murder, and rape in each of the 50 US states in 1973. Also given is the percent of the population living in urban areas

Advanced analytics in R to delineate market segments in retail, optimizing targeted marketing strategies through customer behavior and demographic profiling

Analyzing US crime statistics using hierarchical clustering to uncover patterns in state-level arrest data

The Stanford Open Policing Project (SOPP) aims to bring transparency to police interactions by collecting and analyzing data on traffic stops across the United States. It accumulates a vast dataset on traffic stops, encompassing details such as demographics, location, and outcomes.

Streamlit App for The Analysis of team tactics and player performances

Which countries can be grouped together and have the highest need of help from the charity?

Machine Learning Projects

A novel incremental hierarchical clustering algorithm (KDD 22)

Source files for "Fun Q: A Functional Introduction to Machine Learning in Q"

In this work, we propose a deterministic version of Local Interpretable Model Agnostic Explanations (LIME) and the experimental results on three different medical datasets shows the superiority for Deterministic Local Interpretable Model-Agnostic Explanations (DLIME).

This clustering analysis aims to provide valuable insights into the viability of introducing an original language cinema in Milan, Italy.

Big Data Project- Catch the pink flamingo

Complete Tutorial Guide with Code for learning ML

The Impact of Isolation Kernel on Agglomerative Hierarchical Clustering Algorithms (PRJ 2023)

Important Ml Codes and Concepts(Sorted)

HELP International is an international humanitarian NGO that is committed to fighting poverty and providing the people of backward countries with basic amenities and relief during the time of disasters and natural calamities. It runs a lot of operational projects from time to time along with advocacy drives to raise awareness as well as for funding

This is my 6th semester Essentials of Data Analytics project.