Become Language Agnostic by Combining the Power of R with Python using Reticulate
amrrs |
Description:
Language Wars have always been there for ages and it's got a new candidate with Data science booming - R vs Python. While the fans are fighting R vs Python, the creators (Hadley Wickham (Chief DS @ RStudio) and Wes McKinney (Creator of Pandas Project)) are working together as Ursa Labs team to create open source data science tools. A similar effort by RStudio has given birth to Reticulate (R Interface to Python) that helps programmers combine R and Python in the same code, session and project and create a new kind of super hero.
Outline:
* Why R and Python?
* Moving away from R vs Python
* Cases where both the langauges together will help
* Introduction to Reticulate
* What's about the package `reticulate`
* How to install reticulate
* Basic Functions
* Python Engine
* Understanding about Python Engine in the local Machine
* Select Different Engine for Reticulate Session
* Code Outline
* Layout/Structure of the Code
* Presence of R
* Presence of Python
* Object Interaction
* Sample Use-case Explanation
* What's the use-case
* Spacy - Outline
* RMarkdown - Outline
* Combining Spacy and Rmarkdown with Reticuate
* NLP Analysis Report
* Potential use-cases to create a new super power
* Use-cases that audience can take back
Prerequisites:
Knowledge of R and Python
Content URLs:
https://github.com/amrrs/python_plus_r_brug/
https://datascienceplus.com/how-to-make-seaborn-pairplot-and-heatmap-in-r-write-python-in-r/
Speaker Info:
Abdul Majed is an Analytics Consultant helping Organizations make sense some out of the massive - often not knowing what to do - data. Married to R (but dating Python). Always amazed by Open Source and its contributors and trying to be one of them.
Organizer @ Bengaluru R user Group (BRUG) Organizer
Contributed to Open source by publishing packages on CRAN and PyPi
Writer @ Towards Data Science and DataScience+
Speaker Links:
https://datascienceplus.com/author/abdulmajed-raja/
https://github.com/amrrs