Newsletter
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Detecting Colliding Black Holes: AI Deep Dive Dec. 2
Cosmic cataclysmic events such as the collision of black holes create strong gravitational waves which can be detected on Earth. Instruments such as LIGO can detect distortions of space that herald the passing of these gravity waves, but analyzing these signals is a computationally-intensive and time-consuming endeavor. Can AI… Read MoreNov. 14, 2022
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Reminders for Community Safety
With the temperatures dropping this week, and the sun setting earlier, it is clear that Fall is officially here! As the days grow shorter and it starts getting dark earlier, it’s incredibly important to be aware of your surroundings, as well as being mindful of one another, especially when you… Read MoreNov. 14, 2022
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AI Deep Learning Class Open to Graduate Students, Seniors
This Spring, the Data Science Institute course on transformers, AI deep learning models, will be open to graduate students and seniors with permission of the instructor. The course, DS-5899 Special Topics in Data Science–Transformers in Theory and Practice, covers transformers models as applied to natural language processing, audio, image, video,… Read MoreNov. 9, 2022
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Becoming a better negotiator: applying deep learning for negotiation research
Negotiation analysis can provide valuable information to scholars who research negotiation and conflict. What conditions help in overcoming differences to reach harmonious terms? What techniques can be used to soften firm positions and reach a mutually beneficial agreement? What role do long-term relationships play in coming to… Read MoreNov. 8, 2022
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AI Deep Dive Nov 11: State-of-the-art Audio Models – Speech to Text, but what else?
Whisper is OpenAI’s new addition to the growing portfolio of open source artificial intelligence (AI) models for speech-to-text and audio processing. Capable of predicting audio text captions, the model leverages intermixed with special tokens which enables the single model to perform tasks such as language identification, phrase-level timestamps,… Read MoreNov. 7, 2022
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Deadline to Apply to Join DSI Data Science Projects Sunday!
Want to gain hands-on experience with data science? Ready to apply the skills you’ve learned in the classroom to real world projects? Curious about research opportunities offered by the DSI, and want to prepare for upcoming semesters? The deadline to apply round 1 for projects will be this Sunday, December… Read MoreNov. 7, 2022
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New Research IT Voucher Program offers up to $5K for faculty, staff to advance digital projects; first application deadline is Nov. 30
The Office of the Vice Provost for Research and Innovation is formally launching a new Research IT Voucher Program to support faculty and research staff to advance digital research projects. Vouchers of up to $5,000 are available by application on a semesterly basis this academic year. The first proposal deadline… Read MoreNov. 7, 2022
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Using data science to improve student-athlete athletic performance while reducing sport associated risk of injury
This semester the Vanderbilt Data Science Institute was given the opportunity to work alongside Women’s Basketball Strength and Conditioning to help them achieve their goal of improving student-athlete athletic performance while reducing sport associated risk of injury. By creating a holistic picture of the athlete’s response to training as… Read MoreNov. 3, 2022
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Deep Learning in Archaeology: Understanding the Composition of Ancient Mortars
Mortar sample taken at Caesarea’s Cruzader cathedral: (upper left) Eastern façade of the Cathedral; (lower left) mortar sample location marked with a flag; (lower right) close-up photo of the mortar sample location before taking the sample. Mortar is an essential part of construction, and has been used by builders for… Read MoreOct. 27, 2022
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Master students from DSI enable the construction of integrated database for enzyme design
Enzymes are the “magical powders” that have been invented by nature to accelerate chemical reactions from eons ago. They are extremely good but are mostly limited to the biochemical reactions they are created for. As an enzyme designer, Prof. John Yang, a DSI affiliate from the Department of Chemistry… Read MoreOct. 27, 2022