Магистратура "Аналитика данных и прикладная статистика / Data Analytics and Social Statistic (онлайн)" в ФСН НИУ ВШЭ, Москва

Программа готовит специалистов-практиков, способных применять передовые комплексные техники анализа данных в ежедневной работе в организациях различного типа.

Примерный учебный план

• Categorical Data Analysis
• Analysis of Covariance Models
• Longitudinal data analysis
• Social Network Analysis with R
• Baysean data analysis
• Introduction to Network Analysis
• Data mining
• Exploratory data analysis
• Methods of Statistical Consulting
• Multidimensional data analysis
• Multilevel models
• Working with network data
• Current topics in network analysis
• Application of network theory to social networks
• Nonparametric Theory and Data Analysis
• Applied Linear Models I
• Advanced Network Analysis Methods
• Contemporary Data Analysis: Methodology and Methods of Interdisciplinary Researc
• Contemporary Decision Sciences: an Integrated Perspective
• Network analysis: statistical approaches
• Stochastic models
• Statistical learning theory
• Probability Theory