Hands-on Learning Modules on Data Science and Machine Learning in Engineering

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Created: 29 Sep 2020
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  1. Module 7: Active Learning for Design of Experiments

    30 Sep 2020 | Online Presentations | Contributor(s): Alejandro Strachan, Juan Carlos Verduzco Gastelum

    https://nanohub.org/resources/34272

  2. Hands-On Data Science and Machine Learning in Undergraduate Education

    07 Oct 2020 | Courses | Contributor(s): Alejandro Strachan, Saaketh Desai, Juan Carlos Verduzco Gastelum, Michael N Sakano, Zachary D McClure, Joseph M. Cychosz, Jared Gray West

    https://nanohub.org/resources/34285

  3. Module 4: Linear Regression Models

    01 Oct 2020 | Online Presentations | Contributor(s): Michael N Sakano, Saaketh Desai, Alejandro Strachan

    https://nanohub.org/resources/34286

  4. Module 5: Neural Networks for Regression and Classification

    01 Oct 2020 | Online Presentations | Contributor(s): Saaketh Desai, Alejandro Strachan

    https://nanohub.org/resources/34287

  5. Module 2: Querying Materials Data Repositories

    30 Sep 2020 | Online Presentations | Contributor(s): Zachary D McClure, Alejandro Strachan

    https://nanohub.org/resources/34288

  6. Module 1: Making Data Accessible, Discoverable and Useful

    27 Jan 2021 | Online Presentations | Contributor(s): Alejandro Strachan, Juan Carlos Verduzco Gastelum

    https://nanohub.org/resources/34750

  7. Module 3: Materials Descriptors for Data Science

    27 Jan 2021 | Online Presentations | Contributor(s): Alejandro Strachan, Juan Carlos Verduzco Gastelum, Zachary D McClure

    https://nanohub.org/resources/34751