June 2021
Beginner to intermediate
196 pages
5h 1m
English
Content preview from Python and R for the Modern Data ScientistBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Index
Symbols
- "" (double quotation marks), Projects and Packages
- #%% (VS Code extension, Python), Virtual Environments
- $ (access components, R), Lists, Pass Objects Between R and Python in an R Markdown Document
- %<-% (multiple assign operator, R), Data Structures: Back to the Basics, Assign Operators
- %>% (forward pipe operator, R), How to Find…Stuff, Assign Operators
- '' (single quotation marks), Projects and Packages, The Facts About Factors
- () (execute and print to screen, R), The Triumph of Tibbles
- () (tuples, Python), Data Structures: Back to the Basics
- + (ggplot2 layers, R), Static Visualizations
- - (exclude elements, R), How to Find…Stuff
- . (period for accessing functions, Python), How Does Python, the Language, Compare to R?, Data Structures and Descriptive Statistics, Pass Objects Between R and Python in an R Markdown Document
- . (period for hidden subdirectories, Python), Virtual Environments
- . (period in functions, R), Projects and Packages, Lists, How Does Python, the Language, Compare to R?
- 0 - Setup.R reticulate script, Interoperability, Going Deeper, Setting Up Our Python Environment
- 0 as beginning for indexing, Python, Examine the Data, Indexing and Logical Expressions
- 1 - Activate.R reticulate script, Interoperability, Going Deeper, Setting Up Our Python Environment
- 1 as beginning for indexing, R, The Triumph of Tibbles, Lists
- 2 - Passing objects.Rmd file, Pass Objects Between R and Python in an R Markdown Document
- 3 - Using functions.Rmd file, Call Python in an R Markdown Document
- 4 - ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.