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@@ -31,7 +31,6 @@ essential for studies of data analysis and machine learning. The course is proje
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- Learn about basic data analysis, Bayesian statistics, Monte Carlo methods, data optimization and machine learning;
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- Be capable of extending the acquired knowledge to other systems and cases;
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- Have an understanding of central algorithms used in data analysis and machine learning;
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- Have a basic knowledge of Bayesian statistics and learning and common distributions;
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- Gain knowledge of central aspects of Monte Carlo methods, Markov chains, Gibbs samplers and their possible applications, from numerical integration to simulation of stock markets;
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- Understand linear methods for regression and classification;
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- Learn about neural network, genetic algorithms and Boltzmann machines;
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