Graduate Certificate in Social Behavioral Data Analytics
-- ViewingNowThe Graduate Certificate in Social Behavioral Data Analytics is a comprehensive course that addresses the growing industry demand for professionals skilled in data analysis within the social and behavioral sciences. This certificate program equips learners with essential skills in data manipulation, visualization, and statistical modeling, empowering them to extract valuable insights from complex data sets.
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โข Data Analysis Fundamentals: Descriptive statistics, data visualization, probability, and inferential statistics. โข Programming for Data Analysis: Python, R, and data manipulation libraries (Pandas, dplyr). โข Machine Learning for Social Behavioral Data: Supervised and unsupervised learning methods, model evaluation, and machine learning pipelines. โข Social Network Analysis: Network data structures, measures of centrality, and community detection algorithms. โข Natural Language Processing: Text preprocessing, topic modeling, and sentiment analysis. โข Ethics in Data Analytics: Data privacy, informed consent, and fairness in machine learning. โข Data Management and SQL: Database design, SQL querying, and data warehousing. โข Data Visualization and Communication: Data storytelling, visualization best practices, and communicating results to stakeholders.
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