SOCR Intro UMich Fall 2019

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SOCR News & Events: Introduction to UM Health Analytics, SOCR, MIDAS, NGP

Logistics

SOCR

The Statistics Online Computational Resource (SOCR) designs, validates and freely disseminates knowledge. SOCR provides portable online aids for probability, statistics, and health science education, promotes technology-enhanced instruction, supports efficient statistical computing, and advances predictive big data analytics. The SOCR infrastructure includes a repository of interactive applets, computational webapps, graphing tools, instructional resources, challenging case-studies, learning materials, and many curricular components.

SOCR Services

  • Consultations on data analytic problems, computational challenges, statistical methods
  • Methodological support for research studies, grant applications, and publications,
  • Technology support for data management, wrangling, visualization, and interrogation of complex, multi-source, heterogeneous biomedical and health data,
  • High-performance, large-memory computing services, and
  • Biomedical informatics, health analytics, and machine-learning classification, prediction and clustering.

Examples of specific SOCR Resources

SOCR Tools are used for capturing and interrogating biomedical and healthcare data. These include SOCR Analytical Toolkit (SOCRAT), SOCR Data Dashboard Webapp, SOCR PubMed Navigator, Motion Charts, Randomization, Resampling and Simulation Webapp Violin Chart, Interactive (3D) Bivariate Normal Distribution Calculator webapp, Normal Distribution Calculator, Distributome Probability Calculators, Virtual Experiments, Simulators, Probability Distributome Navigator, Econometrics Webapps, XTK/HTML5 Brain Viewer and BrainBook Painter, DataSifter: Sharing and Obfuscation of Sensitive Data, CBDA: Compressive Big Data Analytics, 2D Interactive Voronoi Tessellation App, SOCR t-SNE Dimensionaltiy Reduction (TensorBoard) UKBB Machine Learning Modules, SOCR GitHub Resources, Apps, Code, Tools, and other Services.

SOCR Team


Health Analytics Collaboratory (HAC)

The SoN Health Analytics Collaboratory (HAC) is one of several SoN Research Intensive Entities (RIEs). HAC serves as an open incubator for collaboration and digital scholarship that emphasizes team-based transdisciplinary data science and advanced health analytics. A core mission of HAC is to foster integration of innovative research, development, education and training, and outreach in data and health sciences.


Michigan Institute for Data Science

The Michigan Institute for Data Science (MIDAS) catalyzes data science at the University of Michigan through support for faculty, research, education and training, and industry engagement. MIDAS offers grant support, collaboration opportunities, graduate data science certificate training, online MOOCs, data science seminars, and other transdisciplinary activities.


Neuroscience Graduate Program (NGP)

The UM Neuroscience Graduate Program was established in 1971 and is one of the oldest continuously run grad neuroscience program in the nation. NGP includes 70+ grad students and 150+ trans-collegiate faculty performing research across the breadth of the neuroscience field. There are many opportunities to engage with program faculty, students and scholars.


References





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