Winter Institute in Data Science and Big Data

Comparative Computing

Le Bao

Massive Data Institute, Georgetown University

January 7, 2022

Plan

  • Python
    • Basics
    • Data structures
    • Application: working with web data
  • Comparative computing
    • Python, R, Shell
    • Polyglot programming and computing tools
    • Computing environment
  • Containers and cloud computing
    • Operating systems and system dependencies
    • Docker
    • Cloud computing with Code Ocean

Data Science Toolbox

  • Some most used DS tools:
    • Apache Spark
    • BigML
    • D3.js
    • MATLAB
    • Excel
    • tidyverse
    • Tableau
    • Jupyter
    • ggplot2
    • Matplotlib
    • NLTK
    • Scikit-learn
    • TensorFlow
    • Weka
    • …

Calculating Path to Jupyter Using Excel