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open access

An Introduction to Data Science

Description: This book provides non-technical readers with a gentle introduction to essential concepts and activities of data science. For more technical readers, the book provides explanations and code for a range of interesting applications using the open source R language for statistical computing and graphics"--Resource home page.
Date: 2012
Creator: Stanton, Jeffrey M.
Item Type: Refine your search to only Book
Partner: UNT Libraries

Knowledge Discovery Through Text Mining in the United States Data Science

Description: Presented at the 2017 International Conference on Knowledge Management. This presentation examines uses knowledge discovery and text mining to identify patterns and trends in the data science discipline by examining core course titles of the Data Science curriculum offered in the United States.
Date: October 25, 2017
Creator: Khan, Hammad
Item Type: Refine your search to only Presentation
Partner: UNT Libraries
open access

Design and Assessment of a Task-Driven Introductory Data Science Course Taught Concurrently in Multiple Languages: Python, R, and MATLAB

Description: This article is from the 26th ACM Conference on Innovation and Technology in Computer Science Education and discusses the design, effectiveness, and curricular impacts of an introductory data science course focused on practical programming skills and allowing students to concurrently complete the course in Python, R, or MATLAB. Students indicated a preference for the multi-language course design and the course became the recommended first programming course for a newly developed and approved un… more
Date: June 26, 2021
Creator: Xiao, Ting; Greenberg, Ronald I. & Albert, Mark
Item Type: Refine your search to only Article
Partner: University of North Texas
open access

Agile Practices in Data Science and Data Analytics Projects: A Research Agenda

Description: The digital age comes with transformational activities (also referred to as digital transformation) triggered by emerging fields and technologies, such as data science and analytics, cybersecurity, cloud computing, blockchain, cryptocurrency, and nanotechnology; helping organizations stay current and competitive. This paper focuses on agile frameworks that support the delivery of data science/analytics projects to ensure organizations rapidly deliver analytics products and services to their cus… more
Date: December 2020
Creator: Atolagbe-Olaoye, Abidemi
Item Type: Refine your search to only Paper
Partner: UNT College of Information
captions transcript

[Transdisciplinary Ancestral Genomic Research Investigations (TAGRI) II Conference Day Two Introduction, Keynote, and Opening Presentations]

Description: Video recording of the first half of the second day of the Transdisciplinary Ancestral Genomic Research Investigations (TAGRI) II Conference. It was held online November 5-6, 2021.
Date: November 6, 2021
Duration: 3 hours 36 minutes 40 seconds
Creator: Ginés, Venus; Duran, Deborah Guadalupe; Cleveland, Ana D., 1943-; Hilliard, Constance; Long Parma, Dorothy; Gallegos, Gabriela et al.
Item Type: Refine your search to only Video
Partner: UNT College of Engineering
open access

A Text Analysis of Data Science Career Opportunities and U.S. iSchool Curriculum

Description: Data science employment opportunities of varied complexity and environment are in growing demand across the globe. Data science as a discipline potentially offers a wealth of jobs to prospective employees, while traditional information science-based roles continue to decrease as budgets get cut across the U.S. Since data is related closely to information historically, this research will explore the education of U.S. iSchool professionals and compare it to traditional data science roles being ad… more
Date: December 2018
Creator: Durr, Angel Krystina
Item Type: Refine your search to only Thesis or Dissertation
Partner: UNT Libraries
open access

REU Site: Beyond Language: Training to Create and Share Vector Embeddings across Applications

Description: Data management plan for the grant "REU Site: Beyond Language: Training to Create and Share Vector Embeddings across Applications." This three-year Research Experiences for Undergraduate (REU) site project at University of North Texas will support 10 students for 10 weeks each summer and teach them how to build modern Artificial Intelligence (AI) systems capable of communicating their acquired knowledge across domains. Knowledge is about much more than what can be described in language, and we … more
Date: 2023-02-15/2026-01-31
Creator: Xiao, Ting
Item Type: Refine your search to only Text
Partner: UNT College of Information
open access

Distributed Learning for Undergraduate Programs in Data Science at Diverse Universities

Description: Data management plan for the grant, "Distributed Learning for Undergraduate Programs in Data Science at Diverse Universities." Here, we propose to expand on our previous NSF-supported work in developing a suite of courses in data science (DS) that were taught across a network of 4 undergraduate institutions in a distributed learning (DL) format. The current proposal seeks to expand the size and diversity of our network while adapting the advanced distributed learning (ADL) technology of the U.S… more
Date: 2022-10-01/2025-09-30
Creator: Spector, J. Michael
Item Type: Refine your search to only Text
Partner: UNT College of Information
open access

Collaborative Research: Framework Implementations: CSSI: CANDY: Cyberinfrastructure for Accelerating Innovation in Network Dynamics

Description: Data management for the grant, "Collaborative Research: Framework Implementations: CSSI: CANDY: Cyberinfrastructure for Accelerating Innovation in Network Dynamics." Research addressing the lack of a comprehensive cyberinfrastructure that supports innovative research challenges in large-scale, complex, dynamic networks by developing a novel platform, called CANDY (Cyberinfrastructure for Accelerating Innovation in Network Dynamics), based on efficient, scalable parallel algorithm design for dyn… more
Date: 2021-09-01/2025-08-31
Creator: Bhowmick, Sanjukta
Item Type: Refine your search to only Text
Partner: UNT College of Engineering
open access

Trusting AI: Integrating Artificial Intelligence into the Army's Professional Expert Knowledge

Description: This report asserts that integrating artificially intelligent technologies for military purposes poses a special challenge. The authors ask on what basis commanders, staffs, and operators can trust AI technologies and the systems they enable?
Date: February 8, 2023
Creator: Pfaff, C. Anthony; Lowrance, Christopher J.; Washburn, Bre M.; Carey, Brett A. & Evans, Carol V.
Item Type: Refine your search to only Report
Partner: UNT Libraries Government Documents Department
open access

Data Science Academic Program Review

Description: This report summarizes an evaluation of the UNT Libraries' Data Science-related resources and materials to determine if the collection is adequately serving patron needs. It was generated as part of the UNT Libraries’ contributions to the university’s Academic Program Reviews, which are conducted by the Accreditation office in the Division of Planning. The UNT Libraries’ Collection Assessment Department evaluated collections’ ability to meet the curricular and research needs of the academic pro… more
Date: October 14, 2022
Creator: Harker, Karen
Item Type: Refine your search to only Report
Partner: UNT Libraries

Low-Resource Diabetic Retinopathy Screening via AUM-ST with Vision Transformer

Description: Poster proposing a semi-supervised Vision Transformer with AUM-ST that enhances diabetic retinopathy screening accuracy in low-resource healthcare environments. It was presented at the 2025 Texas Health Informatics Alliance Conference held on September 26, 2025 by the University of Texas at Arlington.
Date: September 26, 2025
Creator: Badhon, S. M. Saiful Islam; Rikka, Praneeth; Cleveland, Ana D., 1943- & Hossain, K. S. M. Tozammel
Item Type: Refine your search to only Poster
Partner: UNT College of Information
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