Design of Quantum Machine Learning Course for a Computer Science Program

被引：0
|
作者：
Kumar, Sathish [1 ]
Adeniyi, Temitope [1 ]
Alomari, Ahmad [1 ]
Ganguly, Santanu [2 ]
机构：
[1] Cleveland State Univ, Cleveland, OH 44115 USA
[2] Photon Inc, London, England
来源：
2023 IEEE INTERNATIONAL CONFERENCE ON QUANTUM COMPUTING AND ENGINEERING, QCE | 2023年
基金：
美国国家科学基金会;
关键词：
Quantum machine learning; Quantum computing; Course Assessment; Course Design; QML Workflow; OPPORTUNITIES; CHALLENGES;
D O I：
10.1109/QCE57702.2023.20326
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
In this work, we present the design and plan of Quantum machine learning (QML) course in a computer science (CS) University program at senior undergraduate level / first year graduate level. Based on our survey, there is a lack of detailed design and assessment plan for the delivery of QML course. In this paper we have presented the QML course design with week by week details of QML concepts and hands on activities that are covered in the course. We also present how this QML course can be assessed from CS program learning outcomes perspective.
引用
收藏
页码：68 / 77
页数：10
相关论文
共 50 条
  • [1] Teaching Quantum Machine Learning in Computer Science
    De Luca, Gennaro
    Chen, Yinong
    2023 IEEE 15TH INTERNATIONAL SYMPOSIUM ON AUTONOMOUS DECENTRALIZED SYSTEM, ISADS, 2023, : 189 - 195
  • [2] Embedding a Design Studio Course in a Conventional Computer Science Program
    Greenberg, Saul
    CREATIVITY AND HCI: FROM EXPERIENCE TO DESIGN IN EDUCATION, 2009, 289 : 23 - 41
  • [3] Learning Resources Design and Practice Course Construction of Computer Science
    Yu, Xiao
    PROCEEDINGS OF THE 2016 6TH INTERNATIONAL CONFERENCE ON MANAGEMENT, EDUCATION, INFORMATION AND CONTROL (MEICI 2016), 2016, 135 : 583 - 587
  • [4] COMPUTER SCIENCE COURSE PROGRAM FOR SMALL COLLEGES
    AUSTING, RH
    ENGEL, GL
    COMMUNICATIONS OF THE ACM, 1973, 16 (03) : 139 - 147
  • [5] COMPUTER PROGRAMS IN A MACHINE DESIGN COURSE
    OFFNER, DH
    ENGINEERING EDUCATION, 1971, 61 (04): : 373 - &
  • [6] Assessment for Learning in a Virtual Computer Science Course
    Diaz Rivera, Lorenza Illanes
    Retes Rodriguez, Roberto
    TECHNOLOGY-ENABLED INNOVATIONS IN EDUCATION, 2022, : 293 - 303
  • [7] Mobile Learning Media for Computer Science Course
    Budiman, Edy
    Puspitasari, Novianti
    Wati, Masna
    Haeruddin
    Widians, Joan Angelina
    Tejawati, Andi
    2018 INTERNATIONAL ELECTRONICS SYMPOSIUM ON KNOWLEDGE CREATION AND INTELLIGENT COMPUTING (IES-KCIC), 2018, : 262 - 267
  • [8] Collaborative learning in an introductory computer science course
    Sabin, Roberta Evans
    Sabin, Edward P.
    SIGCSE Bulletin (Association for Computing Machinery, Special Interest Group on Computer Science Education), 1994, 26 (01): : 304 - 308
  • [9] Effects of a Science of Learning Course on College Students' Learning With a Computer
    Greene, Jeffrey A.
    Lobczowski, Nikki G.
    Freed, Rebekah
    Cartiff, Brian M.
    Demetriou, Cynthia
    Panter, A. T.
    AMERICAN EDUCATIONAL RESEARCH JOURNAL, 2020, 57 (03) : 947 - 978
  • [10] Computer vision and machine learning in science fiction
    Murphy, Robin R.
    SCIENCE ROBOTICS, 2019, 4 (30)
12345