Integrating Machine Learning in Mathematics Classrooms

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Joshua Jones Asia Pacific International School, Seoul, South Korea

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Explore a lesson in which students used conditional probability to conjecture a predictive text algorithm, which, if translated into a coding language, could teach a computer to predict what a user wants to type, given the previous words in a message.

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Mathematics Teacher: Learning and Teaching PK-12
  • Almeida, Tiago. 2012. “UCI Machine Learning Repository: SMS Spam Collection Data Set." https://archive.ics.uci.edu/ml/datasets/sms±spam±collection.

    • Search Google Scholar
    • Export Citation
  • Hubwieser, Peter, Michail N. Giannakos, Marc Berges, Torsten Brinda, Ira Diethelm, Johannes Magenheim, Yogendra Pal, Jana Jackova, and Egle Jasute . 2015. “A Global Snapshot of Computer Science Education in K–12 Schools." In Proceedings of the 2015 ITICSE on Working Group Reports, pp. 65–83.

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    • Search Google Scholar
    • Export Citation
  • Ijas, A. H. 2019. “Build a Simple Predictive Keyboard Using Python and Keras." Medium. Analytics Vidhya, November 2. https://medium.com/analytics-vidhya/build-a-simple-predictive-keyboard-using-python-and-keras-b78d3c88cffb.

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  • Markow, Will, Soumya Braganza, and Bledi Taska, with Steven M. Miller and Debbie Hughes . 2017. “The Quant Crunch: How the Demand for Data Science Skills Is Disrupting the Job Market." Burning Glass Technologies, pp. 325. https://www.ibm.com/downloads/cas/3RL3VXGA.

    • Search Google Scholar
    • Export Citation
  • Marques, Lívia S., Christiane Gresse von Wangenheim, and Jean C. R. Hauck . 2020. “Teaching Machine Learning in School: A Systematic Mapping of the State of the Art." Informatics in Education 19, no. 2 (June): 283321.

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    • Search Google Scholar
    • Export Citation
  • McAfee, Andrew, and Erik Brynjolfsson . 2012. “Big Data: The Management Revolution." Harvard Business Review. October 8, 2012. https://hbr.org/2012/10/big-data-the-management-revolution.

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    • Export Citation
  • National Governors Association Center for Best Practices (NGA Center) and Council of Chief State School Officers (CCSSO). 2010. Common Core State Standards for Mathematics. Washington, DC: NGA Center and CCSSO. http://www.corestandards.org.

    • Search Google Scholar
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