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Andrey Maltsev's Projects

imdb_in_keras icon imdb_in_keras

In this project, dataset from IMDB was analyzed and used to predict the sentiment analysis of a reviews. Keras library was used to build a neural network

part-of-speech-tagger icon part-of-speech-tagger

This project was taken from Udacity's "Natural Language Processing" Nanodegree Program. Part of speech tagger was implemented using two models. The first one uses a look up table and the second one uses a hidden markov model (HHM).

wmpm icon wmpm

Course - Workflow Modeling and Process Management. The purpose of this project is to create the connection between different departments of the company “SmartCar inc.”. The main business of the company “SmartCar inc.” is car production. The firm has five departments (sales, finance, accounting, production and stock), which are strongly interconnected. All processes of buying and getting information about the production execution are supported by web application.

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