This repository contains study cases and implementations of Data Mining. The primary resources taken from my experiences on Data Mining Specialization at Coursera. Almost all of notes I have written here contains Mathematical rigors, but some of them contains straight forward example of how implement data mining concept using MeTa.
Coution: Some notes may incorrectly rendered by github, please consider to use nbviewer to get correctly rendered jupyter notebook. For example: Information retrieval system evaluation could be opened using nbviewer like this.
- Introduction
- Overview of natural language processing techniques the concept of a retrieval model, and the basic idea of the vector space model
- The vector space model
- Information retrieval system evaluation
- Probabilistic retrieval models and statistical language models
- Feedback techniques in information retrieval
- Optimize ranking of documents using machine learning And recommender systems
- Implement information retrieval system using MeTa: