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semooooo's Projects

dh-demo icon dh-demo

Shiny app to demo basics of text analysis and visualisation

education-explorer icon education-explorer

Education Explorer is a recommendation engine that uses recommendation algorithm and data mining techniques to finds the college that’s right for you. It is an android as well as a web application that guides the client on choosing the right college and course according to client’s requirements and field. This app will let you find the best college in any particular filtered by city having ranks based on their placements and college facilities and quality of education

fuzzycleaner icon fuzzycleaner

A Shiny app for cleaning CSV data that uses Levenshtein distances for approximate string matching

melbourne-housing-prices-prediction icon melbourne-housing-prices-prediction

R scripts for the Business Analytics project. The topic of this project is: "Prediction of the housing prices in Melbourne, Australia". The predictions are done using several linear regression and decision tree models. On the top of that, the Random Forest model is included, mainly for the comparison with another models.

movie-recommender icon movie-recommender

Movie recommendation system with a knowledge-based approach. Designed as a project for EECS 371 Knowledge Representation & Reasoning at Northwestern University.

player-wage-analysis icon player-wage-analysis

Developing a machine learning model that would help in predicting the wages of soccer players.

sia-analytics-report icon sia-analytics-report

This repo is for students enrolled in Sport Informatics and Analytics at the University of Canberra. It contains data and instructions to complete the Predictive Analytics Report.

soccer-players-national-player-prediciton icon soccer-players-national-player-prediciton

This projects aims to predict if a soccer player has participated in his national team or not. The prediction model succeeds a 95.1% f-beta score for training and 87.4% for validation set.

textfeatures icon textfeatures

👷‍♂️ A simple package for extracting useful features from character objects 👷‍♀️

textminer icon textminer

An aid for text mining in R, with a syntax that should be familiar to experienced R users. Provides a wrapper for several topic models that take similarly-formatted input and give similarly-formatted output. Has additional functionality for analyzing and diagnostics for topic models.

textmining icon textmining

Sample code and explanations for doing basic text mining tasks in R

web-application icon web-application

Develop a Web Application which takes csv, text and excel as an input and perform Data Analysis such as Descriptive statistics, Visualization, Correlation analysis, Simple and Multiple linear Regression analysis.

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