Python scripts and projects

Stock Market

https://github.com/albugrimenko/Python/tree/master/StockMarket

Contains helpful script to get and analysze stock market related data.

Open Street Map (P3)

https://github.com/albugrimenko/Python/tree/master/OpenStreetMap_P3

The goal of the project is to process the dataset from the Open Street Map file (osm) for Boston area and load it into MongoDB for further analysis and use. During this process data must be transformed from xml format to JSON and loaded into MongoDB in a form of JSON documents.

Machine Learning

https://github.com/albugrimenko/Python/tree/master/machinelearning_p5

Using supervised machine learning algorithms (Naive Bayes, Support Vector Machine, Decision Tree) to identify a person of interest (POI) in the Enron accounting fraud.