SQLBits 2018 Advanced R Programming precon
SQLBits 2018
Advanced R Programming training day
21st – 24th February
London Olympia
sqlbits.com
If you’re relatively comfortable with R but find yourself needing to level up your skills this day is for you. Whether you’re hitting in-memory constraints, needing the latest and greatest machine learning algorithm, having to code defensively, or simply needing to get more stuff done, you’ll get a lot out of this day of training. This hands-on day will equip you with more tools for performing data engineering and data science in R.
We’ll be covering the following:
– Fast and efficient data processing in R with data.table for improved native R performance
– Working with active external connections in dplyr to push data manipulation to databases
– Leveraging functional programming for working with lists, unstructured data objects, and improving error handling
– Going beyond base R statistics with native-R solutions (caret and the tidyverse) and connected solutions (h2o and spark) for better interfaces, new techniques, and working at scale
– Incorporating Python, JavaScript, and C++ into your R code to extend R or leverage already coded solutions easily
Music Attribution:
Danse Macabre Kevin MacLeod (incompetech.com)
Licensed under Creative Commons: By Attribution 3.0 License
http://creativecommons.org/licenses/b...
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