Network Analysis

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Performing Network, Path, and Text Analyses in SAS Visual Analytics (Coursera)

In this course, you learn about the data structure needed for network, path, and text analytics and how to create network analysis, path analysis, and text analytics in SAS Visual Analytics. WHAT YOU WILL LEARN: To describe the data structure needed for network analysis, path analysis, and text analytics; [...]
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Big Data Science with the BD2K-LINCS Data Coordination and Integration Center (Coursera)

In this course we briefly introduce the DCIC and the various Centers that collect data for LINCS. We then cover metadata and how metadata is linked to ontologies. We then present data processing and normalization methods to clean and harmonize LINCS data. This follow discussions about how data is [...]
8
Average: 8 ( 3 votes )

Redes Ecológicas (Coursera)

Todos os seres vivos estão conectados entre si por interações ecológicas, formando a “colina emaranhada” de Darwin, metáfora inspirada pela “teia da vida” de Humboldt. Desemaranhar essa complexidade é uma tarefa desafiadora, mas factível, desde que você use ferramentas adequadas. A ciência de redes nos ajuda com excelentes ferramentas [...]
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Network Analysis (Coursera)

People are social entities. They build complex relationships with others around them, form communities and social circles, belong to organizations. Every decision to make a connection to others is based a large variety of variables (called attributes). Every connection, in turn, affects people’s attitudes, behavior, and actions. This relationship [...]
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Computational Social Science Capstone Project (Coursera)

CONGRATULATIONS! Not only did you accomplish to finish our intellectual tour de force, but, by now, you also already have all required skills to execute a comprehensive multi-method workflow of computational social science. We will put these skills to work in this final integrative lab, where we are bringing [...]
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Análisis de Sistemas de Transporte (Coursera)

Este curso es una introducción a las metodologías fundamentales para la gestión, planificación y evaluación de sistemas de transporte de pasajeros. Se aprenderán técnicas usadas en la práctica para estimar la demanda, modelar la operación y realizar análisis económicos de proyectos de transporte.
8
Average: 8 ( 3 votes )

Applied Social Network Analysis in Python (Coursera)

This course will introduce the learner to network analysis through the NetworkX library. The course begins with an understanding of what network analysis is and motivations for why we might model phenomena as networks. The second week introduces the concept of connectivity and network robustness.. The third [...]
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Network Analysis in Systems Biology (Coursera)

An introduction to data integration and statistical methods used in contemporary Systems Biology, Bioinformatics and Systems Pharmacology research. The course covers methods to process raw data from genome-wide mRNA expression studies (microarrays and RNA-seq) including data normalization, differential expression, clustering, enrichment analysis and network construction. The course contains practical [...]
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Average: 7 ( 4 votes )

Social and Economic Networks: Models and Analysis (Coursera)

Learn how to model social and economic networks and their impact on human behavior. How do networks form, why do they exhibit certain patterns, and how does their structure impact diffusion, learning, and other behaviors? We will bring together models and techniques from economics, sociology, math, physics, statistics and [...]
5
Average: 5 ( 4 votes )

Data Analysis: Statistical Modeling and Computation in Applications (edX)

Aug 30th 2021
Data Analysis: Statistical Modeling and Computation in Applications (edX)
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A hands-on introduction to the interplay between statistics and computation for the analysis of real data. -- Part of the MITx MicroMasters program in Statistics and Data Science. Data science requires multi-disciplinary skills ranging from mathematics, statistics, machine learning, problem solving to programming, visualization, and communication skills. In this [...]
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