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Projects from the Course on "Algorithms for Data guided Business Intelligence"

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adbi-projects

This repository contains projects and other course related material from the CSC 591 - "Algorithms for data guided Business Intelligence" Course.

Projects/

  1. Music Recommender System
  2. Twitter Sentiment Analysis
  3. Supervied Sentiment Analytics
  4. Bitcoin Price Prediction
  5. Adwords Placement using Bipartite Matching
  6. Market Segmentation using Community Detection
  7. Causality
  8. Recommender System using Graph Embedding
  9. Deep Learning

Homeworks/

  1. Logistic Regression
  2. Bayesian Parameter Estimation
  3. Time Series
  4. ARIMA
  5. Design & Analysis of ML Experiments

Capstone/

Project on "Digit Recognizer" - A comparison between different classifiers using hypothesis testing