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PhUSE CSS Educating for the Future

  • Home
  • Educating for the Future
    • Machine Learning/AI
    • Design Thinking
    • Data Engineering
    • Working Group Blog

Python

R

<todo> R is a well known language used in Statistical programming and offers ML packages

  • List of R packages and tools.

  • Practical introduction to the approach in ML Model building using something familiar: Introduction to Ensemble Learning Models in R

  • Analysis of Patterns in Lyrics in R Using Natural Language Processing / Sentiment Analysis on the Same Lyrics

  • Topic Modeling and Classification

  • Simple Prediction Model Development in R

  • Development and Production for ML/AI

  • Advanced Analytics Packages by Task

  • Overviews of R Packages Used for ML and Statistics

  • https://machinelearningmastery.com/use-r-for-machine-learning/

  • Introduction to Machine Learning with R (slide presentation) using Breast Cancer Wisconsin Dataset


R vs Python

https://qz.com/1063071/the-great-r-versus-python-for-data-science-debate/

https://www.guru99.com/r-vs-python.html R more for ad-hoc or "one shot" analyses, where as Python (and other packages) are more suited to replicable production models. Python is more widely used and is a general-purpose programming language whereas R is very specific to statistical analysis; although Python can perform the same kinds of analyses.

https://www.innoarchitech.com/python-vs-or-r-artificial-intelligence-ai-machine-learning-data-science-which-use/