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DTSTART;TZID=America/New_York:20210607T090000
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DTSTAMP:20260524T204539
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UID:38323-1623056400-1624622400@idsc.miami.edu
SUMMARY:3-Week Summer Faculty Workshop "Deep Analytics for Massive Data"
DESCRIPTION:The Institute for Data Science and Computing (IDSC) is offering a 3-week online (via Zoom) workshop for UM faculty not currently using data science or ML for research/teaching. This workshop provides a comprehensive but accessible introduction to data science and machine learning (ML)\, introducing relevant concepts and tools along with major modules. \n“Deep Analytics for Massive Data: Roadmap Towards a Transformative Knowledge Grammar Using AI\, Machine Learning\, and Data Science”\nMonday 6/7 – Friday 6/25/2021  |  Weekdays 9:00 AM – 12:00 Noon  |   SYLLABUS \nMinimal Prerequisites: College math and some experience in computing or IT are adequate. \nThe workshop uses cloud data and software resources (IBM cloud) in deploying applications. The cloud resources offer broad and complete coverage of topics with hands-on experience. Some initial programming language training is delivered to bring up the workshop participants to speed. At the conclusion\, participants will acquire skills and tools in ML and data science for academic research\, industrial development\, or advanced research. \nTopics include: \n\nThe Landscape of the Fields\nProbability\, Information\, Uncertainty\, Statistics\, and Inference\nLinear Algebra\, Vector Calculation\, and Optimization\nData science/machine learning methodologies\nDatabases and Structured Query Languages\nCloud Computing and Cloud Databases\nUnsupervised and Supervised Learning\nNatural Language Processing\nComputer Vision\nTime-Series Forecasting\n\nApplication Process: Interested faculty should fill out the  application form\,  including a short paragraph describing how you plan to use the experience from the workshop in your research. Please direct questions to idscengagement@miami.edu. \nApplication Deadline: Friday\, 5/28 by midnight. \nSpace is limited to 15 participants.\nThe workshop format opens with a 90-minute lecture followed by a 90-minute lab administered by a team of IDSC instructors via Zoom. \n  \nPost-Workshop: For the effort of continuing research/teaching in data science and ML\, consultation\, and technical assistance will be available from IDSC. \n 
URL:https://idsc.miami.edu/idsc-event/deep-data-workshop/
LOCATION:Zoom (online)
ATTACH;FMTTYPE=image/jpeg:https://idsc.miami.edu/wp-content/uploads/2021/05/Data-Dive-Workshop-730x350-1.jpg
ORGANIZER;CN="Frost Institute for Data Science and Computing":MAILTO:idsc@miami.edu
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DTSTART;TZID=America/New_York:20210621T130000
DTEND;TZID=America/New_York:20210624T163000
DTSTAMP:20260524T204539
CREATED:20210611T175113Z
LAST-MODIFIED:20230728T183828Z
UID:38510-1624280400-1624552200@idsc.miami.edu
SUMMARY:Free Software Carpentry Scientific Computing Mini Workshops 6/21-24
DESCRIPTION:Software Carpentry helps researchers get their work done in less time and with less pain by teaching them basic research computing skills. These hands-on Python\, R\, Git\, Github\, and Bash Shell mini workshops will cover basic concepts and tools\, including program design\, version control\, data management\, and task automation. \nFree and open to University of Miami Faculty\, Staff\, and Students\, these sessions are aimed at graduate students and other researchers. You don’t need to have any previous knowledge of the tools that will be presented. Participants need a laptop with a Mac\, Linux\, or Windows operating system (not a tablet\, Chromebook\, etc.) with administrative privileges to pre-install the necessary  software package(s). \nREGISTER NOW  register once/attend 1 or more session(s)\nAll Sessions are 1:00-4:30 PM via Zoom.   Add to your Google Calendar \nFull Workshop details at: https://tibbben.github.io/2021-06-21-UM-Scientific-Computing/ \n\nMonday 6/21 Bash Shell |  Instructors: Elizabeth Overstreet and Tim Norris\, Support: James Sobczak\nTuesday 6/22 Intro to Python | Instructor: Tim Norris\, Support: Thilani Samarakoon\nWednesday 6/23 Git and Github | Instructors:  Elizabeth Overstreet and Cameron Riopelle\, Support: James Sobczak\nThursday 6/24 Intro to R | Instructors: Cameron Riopelle\, Support: Thilani Samarakoon\n\nPlease complete this pre-event survey.\nParticipants will be encouraged to help one another and to apply what they have learned to their own research problems.  For more information on what we teach and why\, please see our paper “Best Practices for Scientific Computing”.  To learn more about the roles at the workshop (who will be doing what)\, refer to our Workshop FAQ. \nContact: Please email tnorris@miami.edu for more information. \n  \n\n\n\n\n \nCameron Riopelle\, PhD\nHead of Data Services\nLibrarian Assistant Professor\nUM Richter Libraries \n\n \nTim Norris\, PhD\nData Scientist\nRichter Libraries\nInstitute for Data Science & Computing \n\n\n \nElizabeth Overstreet\, MSDS \nData Broker Manager\nUM Miller School of Medicine \n\n\n\n\n \nJames Sobczak\, MS\nHead of Data Services\nSTEM Librarian\nUM Richter Libraries \n\n \nThilani Samarakoon\, PhD\nBiomedical Data Librarian\nRichter Libraries \n\n\n\n\n\n\n\n 
URL:https://idsc.miami.edu/idsc-event/software-carpentry-scientific-computing-workshop/
LOCATION:Zoom (online)
CATEGORIES:Software Carpentry,Workshop
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ORGANIZER;CN="Frost Institute for Data Science and Computing":MAILTO:idsc@miami.edu
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