Getting started with Python and R for Data Science

In this video tutorial, 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 in Python: 11:59
– Simple linear regression model in R: 21:01

– Pushing code to Github Repository: 25:26

All commands, scripts, data and URLs to software can be found here

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/v7.5.4.html
or
https://www.sublimetext.com/3

More Data Science Material:
[Video] Introduction to R Programming
[Video] Introduction to Data Mining
[Video] Time Series in Python Part1: Read and Transform your Data
[Blog] R Programming: An Introduction

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Rebecca Merrett
About The Author
- Rebecca holds a bachelor’s degree of information and media from the University of Technology Sydney, and is undertaking her post graduate diploma in mathematics and statistics from the University of Southern Queensland. She has a background in writing for tech publications.

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