Consulting services or system implementation in the field of data science. Expertise in data mining, information retrieval, data visualization, statistical techniques and using machine learning techniques for model development. Natural language processing - consulting service for all phases for preparation and anotation data.
- Data mining: consulting services for development of collection algorithms and web scrapers and application of web crawling techniques.
- Information retrieval consultancy and data preprocessing techniques.
- Data placement in databases (relational databases – MySQL, PostgreSQL; different types of NoSQL: MongoDB, Redis, Neo4j).
- Machine learning: Naive Bayes, Logistic Regression, Kernels, Support Vector Machines, Boosting, Linear Regression, Deep Networks, Active Learning, Semi-Supervised Learning, Graphical models, Unsupervised Learning, Dimensional Reduction, Deep Unsupervised Learning, Reinforcement Learning, Non-parametric and High-dimensional Prediction, Prediction and application machine learning in games.
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