We hope your summer is going well!
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about what the CCT and our partner programs have to offer!
Questions about the Center for Computational Thinking?
Contact us at computationalthinking@duke.edu.
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Life of a Model (or The Brutal Reality of Applying ML in Enterprises and How to Deal with It)
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Monday, July 25, 11:00 am
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AI and ML practices are no longer the luxury of research institutes or technology giants. They are becoming an integral part of any modern business application. An engineering practice called MLOps has emerged to address the inherent challenges. MLOps combines AI/ML practices with DevOps practices, and its goal is to create continuous development and delivery (CI/CD) of data and ML intensive applications.
In this talk, we will share examples of large enterprises that are successfully and automatically operationalizing machine learning. We’ll discuss how to set the foundation for success, how to develop, deploy and manage Al models in production at scale and make the process repeatable and reproducible, and ultimately, how to generate real business value with AI.
Iguazio is one of the leading MLOps platform providers in the market today, with enterprise customers spanning verticals and including Fortune 500 companies.
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Gross Hall Energy Hub, West Campus
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Student Project Poster Session
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Friday, July 29, 2:00 - 4:00 pm Eastern
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Join Duke's +Programs -- Data+, Code+, CS+ and Climate+ (a new vertical of the Data+ program) -- in person as student teams from each of the 10-week summer programs display posters summarizing their projects in data science, programming and software development, and computer science research. Refreshments will be provided.
This is the first time since 2019 that the programs have taken place in person. The event will be held in the Energy Hub at Gross Hall on Duke's West Campus. Need to park? Contact isabel.valls@duke.edu.
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Student Project Presentations
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Thursday, July 28, 10:00 - 11:35 am and 1:00 - 2:35 pm Eastern
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The Code+ summer program provides Duke undergraduate students with invaluable experience working with IT professionals, acquiring technical and professional skills, and engaging with Duke stakeholders and corporate sponsors. By the end of the program, eight teams will have dedicated themselves full-time for ten weeks to work on technical projects aimed at solving a real-world issue at Duke and beyond. Read about the projects and teams.
Teams will present their projects and demo their products with time for Q&A. You can join the Zoom meetings at any time and stay as long as desired. See the full schedule.
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SPARK Seminar Series: Entering the Era of AI-driven Cryo-EM with SmartScope
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Tuesday, August 2, 12:00 pm - 1:00 pm
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Despite the recent success of AI-based strategies for protein structure prediction, single-particle cryo-electron microscopy (EM) is still considered a gold-standard technique for determining three-dimensional structure of proteins at resolutions that are sufficient to visualize molecular level interactions. Determining a structure with this method, however, requires collecting images for several days and subjecting them to lengthy data processing protocols that can take weeks to complete.
In this talk, we will describe our efforts to employ AI-based techniques for feature recognition to drive the development of strategies to accelerate structure determination using cryo-EM.
Registration required.
This session is a part of the monthly seminar series organized by SPARK: AI Health Initiative for Medical Imaging. For more information or to engage with the SPARK Initiative, contact Dr. Maciej Mazurowski.
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