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...
Utilizing Modern Data Exploration and Visualization Tools for STEM Applications and Datasets
Workshops | 08 Jul 2021 | Contributor(s): Rei Sanchez-Arias
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 cleaningData...
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,...
tidyverse Data Science Tools for STEM Applications and Datasets
Tools | 25 Jun 2021 | Contributor(s): Rei Sanchez-Arias
An introduction to dplyr, ggplot2, and other tidyverse data science tools in STEM applications
Teaching Engineering using Jupyter Notebooks
Online Presentations | 29 Dec 2020 | Contributor(s): Susan P Gentry, Rei Sanchez-Arias, David R. Ely, Jon Nykiel, Cindy Nguyen
This talk discusses the use of Jupyter Notebooks on nanoHUB for teaching materials engineering.
Interactive Learning Tools for Scientific Computing and Data Analysis Using R
Tools | 29 Jul 2020 | Contributor(s): Cindy Nguyen, Rei Sanchez-Arias
Root-finding methods and numerical optimization techniques with applications in science, engineering, and data analysis
FIFA 2010 visualization
Tools | 04 Mar 2020 | Contributor(s): Rei Sanchez-Arias
Data visualization of players that participated in the FIFA 2010 tournament