Learning

This webpage is a series of my notes for courses learning R and Python .

By Language

Python

• Data Science toolkit
• Regression in Python
• Optimization
• Machine Learning with scikit-learn
• Object Oriented Programming

R

• Natural Language Processing
• Programming with R
• Machine Learning with tidymodels
• Time Series Analysis in R
• Unsupervised Learning in Base R

By Topic (tbd)

• Machine learning
• Functions/programming
• Time series
• Optimization
• Natural Language Processing

RStudio shortcuts:

• Ctrl + Shift + M to create a pipe (|>)
• Ctrl + Enter to execute line(s) of code
• Ctrl + Shift + Enter to execute an entire file
• Ctrl + Enter to execute selected portion of code
• Click function’s name + F1 to open documentation
• Ctrl + 1 and Ctrl + 2 to switch between console and the current script window
• Ctrl + . to search for files and functions
• Ctrl + Shift + F to search for text within all files in the current project
• Ctrl + Shift + P to search for functions and files