Python and R for Data Science

In this talk, we will take you through some common Python and R packages used for machine learning and data analysis, and go through a simple linear regression model. Also, we will help you set up Python and R on your Windows/Mac/Linux machine, run your code locally, and push your code to a GitHub repository.

- Installing Python on Windows: 1:09
- Installing R on Windows: 4:16

- Installing Python on Mac: 5:39
- Installing R on Mac: 8:10

- Installing Python on Linux: 8:41
- Installing R on Linux: 9:48

- Simple linear regression model explanation: 10:13
- Simple linear regression model in Python: 11:59
- Simple linear regression model in R: 21:01

- Pushing code to Github Repository: 25:26

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All commands, scripts, data and URLs to software can be found here: https://code.datasciencedojo.com/rebeccam/tutorials/tree/master/Getting%20Started

Programs/Software
· python.org/downloads
· bootstrap.pypa.io/get-pip.py
· cran.r-project.org/bin/windows/base
· https://www.rstudio.com
· http://gitforwindows.org

Text Editor:
https://notepad-plus-plus.org/download

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