Python [conda] v2.7 & 3.6
R

DataTech Playground

This project is a test bed for experimentation and creation of data analytics and data science related content. It is evolving and may contain statistics and data analysis help content files, Python code, and R code for students and aspiring Data Scientists. In truth though, all data students are forever students as there is always more to learn.

This is still a preliminary version. Here are the points of interest in it so far:

Python

• Python Debugging Investigations:
  • Debuging Unicode Encoding Issue Under Python 2.7
  • numpy where() - when it appears to fail
• Misc Python Code:
  • testing for magic squares (w/ numpy),
  • OO Towers of Hanoi Solution Code and related research
  • FileData object,
  • Abstract object to interact with Web and subclass to make Google Maps calls
  • Normal Distr. Plot with Probability Calc function,
  • etc.
• Python Basics - Helpful Topics on Basics and Functioning of the Python Programming Language
  • includes topics on OO, indexing into data structures, list comprehensions, map/reduce/lambda, etc.
  • Folder of String, Array, and Print related topics
  • Folder w Keyword Lists and Related Topics
• Python Basics - Walkthroughs and Inegrated Concepts - Documents illustrating several connected things at once
• Python Screen Scraping and Data Analysis Project

R Code

• Calculating Inner and Outer Products w/ R
• Revisit Testing for Magic Squares in R
• Craps Game Simulation in R
• R Shiny Project using Movie Data

Other

Explore this project for other useful learning content to aspiring Data Scientists, Coders, and Analysts.