by Dr. Samik Sen | Released June 2017 | ISBN: 9781788296281

Get a sense of the awesome power of R by learning how complex things are done with easeAbout This VideoLearn a core set of operations so that you can do what you want with RUnderstand what is important in a problem by capturing new dimensions using Feature engineeringGenerate Complex Structures using Data VisualizationIn DetailIn this video course, we start by focusing on R's similarities with programming languages such as basic/c/c# with loops and conditional tests like if, so that you can feel at home and be productive straight away.We begin by introducing R and setting things up so that you are ready to go using Rstudio, the associated IDE. Then we look at R as a programming language and see how the standard things are done in it, so you can see that it's not that different from other programming languages. Next, we introduce some R commands, which are very useful and not as common in traditional languages since manipulating data is more important in R.Moving on, we look at an example in the Titanic dataset, which is the kind of thing you'll come across in R, a multidimensional collection of variables of different types. Using the tools that we cover we can form a picture, a story behind the data.We then look at cleaning up data, which is what 80% of data science is - as we rarely get a nice neat set of numbers, but mostly unstructured junk. This is just trial and error, gradually getting to something we can work with.Finally, we cover statistics, which is where R originated and what it was designed for.We begin doing some basic statistics with R to show how it works and end up using various special features for data visualization. Show and hide more

1. Chapter 1 : Diving into R
   • The Course Overview 00:03:57
   • What Is R? 00:02:13
   • Getting and Setting Up R/Rstudio 00:02:01
   • Using RStudio 00:03:53
   • Packages 00:08:01
2. Chapter 2 : It's Programming as Usual
   • A Lot Is the Same 00:07:58
   • Familiar Building Programming Blocks 00:07:50
   • Putting It All Together 00:11:27
   • Core R Types 00:10:19
   • Some Useful Operations 00:05:13
   • More Useful Operations 00:03:19
   • Titanic 00:11:11
   • Tennis 00:12:42
   • It's Mostly Cleaning Up 00:12:22
3. Chapter 3 : It's a Statistics Thing
   • The Most Widely Used Statistical Package 00:10:15
   • Distributions 00:09:27
   • Time to Get Graphical 00:06:42
   • Plotting to Another Dimension 00:03:37
   • Facets 00:06:23
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