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

May 13th 2024
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 [...]

AWS: Network Management and Operations (Coursera)

Mar 25th 2024
AWS: Network Management and Operations (Coursera)
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AWS:Network Management and Operations is the first course of "Exam Prep ANS-C01: AWS Certified Advanced Networking Specialty" Specialization. This ANS-C01 course helps in Designing and implementing Hybrid IT network architectures at scale. Learners will get a chance to evaluate Routing policies for hybrid IT architectures. Overall, this course will [...]

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 tou will learn: To describe the data structure needed for network analysis, path analysis, and text analytics; [...]

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.

Network Analysis for Marketing Analytics (Coursera)

Network analysis is a long-standing methodology used to understand the relationships between words and actors in the broader networks in which they exist. This course covers network analysis as it pertains to marketing data, specifically text datasets and social networks. Learners walk through a conceptual overview of network analysis [...]

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 [...]

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 [...]

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 [...]

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 [...]