/Data-Mining-and-Decision-Models

Assignment files of the course Data mining and decision models,of DoMS, IISc

Primary LanguageJupyter Notebook

Data Mining Assignments

  • Optimization using Linprog optimizer on flight capacity
  • Mapreduce function to study capacity, connection type, consumption on borewell data
  • Comparision of Support vectors and Tree based machine learning techniques to analyse page-blocks dataset
  • Mapreduce function for Minibatch K means algorithm

Decision Models Assignment

  • Lift waiting time - a simulation based technique
  • Multi Objective Optimization - finding pareto optimal decision boundary
  • Deep Learning - using ANN and CNN to classify decade of music release
  • DEA - Data Envelopment Analysis on performance of Indian States