This is the "hands-on" tutorial from FreeCodeCamp.org on how to learn Github
Potential Table of Contents/Table of Content
- Introduction to R
- Background of R
- Features
- Packages
- Comparison with Alternative Research Tools*
- Considering a short comparison, and the advantages of R
- Installation of R
- Installation Instructions
- Include differences between various systems’ users (Mac, Linux etc.)
- RStudio
- SQLite
- Introduction
- Short introduction to SQLite database
- Packages’ Installation
- Basics
- Executing SQL Queries
- Creating Tables and Databases
- R Basics
- Importing and Exporting Data
- Functions and Commands
- Objects
- Data Manipulation
- Data Cleaning
- Each of these sections will necessitate additional subsections
- Accessing WRDS through R
- Setting up and Using WRDS with R
- Reproducible Research through R
- Tools of Reproducible Research
- Discuss and incorporate various codes’ elements
- Reproducible Research
- Actual papers discussed
- Reproducing Anomalies
- Anomaly Detection
- Addressing Anomalies
- Textual Analysis
- Natural Language Processing
- Text Mining
- Text Processing and Analysis
- Artificial Intelligence
- Topic is slightly too advanced for me at this time to include subsections
- Time Series Tools
- Packages