Utilizing Modern Data Exploration and Visualization Tools for STEM Applications and Datasets

By Rei Sanchez-Arias

Data Science and Business Analytics, Florida Polytechnic University, Lakeland, FL

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Abstract

If you're an instructor in a STEM field who wants to add a data science component to an existing course, this series will give you the tools. You'll leave these sessions with practical knowledge that will empower your students.

Topics include:

  • Data preparation and cleaning
  • Data exploration
  • Data summaries
  • Visualizations

Sponsored by

Network for Computational Nanotechnology

Cite this work

Researchers should cite this work as follows:

  • Rei Sanchez-Arias (2021), "Utilizing Modern Data Exploration and Visualization Tools for STEM Applications and Datasets," https://nanohub.org/resources/35213.

    BibTex | EndNote

Tags

  1. data science
  2. STEM
  3. visualization

In This Workshop

  1. Introduction to dplyr, ggplot2 and Other tidyverse Friends: Modern Tools for Data Exploration and Visualization

    Online Presentations | 08 Jul 2021 | Contributor(s): Rei Sanchez-Arias

    In recent years, interest in the development of predictive models and the use of machine learning libraries has grown rapidly. As part of the efficient implementation of different models, a fundamental component of this process deals with data preparation and cleaning, followed by exploration,...

  2. Incorporating Notebooks in STEM Classes and Deploying Interactive Applications

    Online Presentations | 10 Aug 2021 | Contributor(s): Rei Sanchez-Arias

    In this talk we discuss how notebooks can be introduced as working examples for hands-on classwork activities in different courses. We also briefly discuss the development and deployment of interactive applications useful for data exploration, analysis, and reporting, that users can host as...