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Why R? Webinar 027 JuliaR: combining Julia andR

Wydarzenie:
Why R? Webinar 027
Typ wydarzenia:
Webinar
Kategoria:
IT
Data:
17.12.2020 (czwartek)
Godzina:
20:00
Język:
angielski
Wstęp:
Bezpłatne
Miasto:
Miejsce:
Online Webinar
Adres:
On your computer
Prelegenci:
Opis:

# Stream URL

- https://youtu.be/B8COgzAVNmU


# Talk

- JuliaR: combining Julia and R utilities and workflows to solve problems


# Event Sponsored by Jumping Rivers

https://www.jumpingrivers.com/


# Details

- webinars http://whyr.pl/webinars/

- donate http://whyr.pl/donate/

- join Why R? Slack http://whyr.pl/slack/

- join Meetup http://tiny.cc/WarsawRUG

- format: 45 min talk + 15 min for Q&A

- comments: ask YouTube live chat


# Speaker


Paulito Palmes https://www.linkedin.com/in/paulitopalmes


Paulito Palmes is a research scientist in IBM Research Europe. He has a PhD in computer science, a Master’s degree in AI and an undergraduate in Applied Math. His research interests cover applications in the following areas: biomedical engineering, IOT, evolutionary computing, context-aware computing, AutoML, RL, datamining, and optimization.


# Talk description


## JuliaR: combining Julia and R utilities and workflows to solve problems


Julia's main design is for HPC (high-performance computing) while R’s original design is meant for statistical computing. With huge amount of data becoming a norm nowadays, having both features are ideal to attack problems related to data science and machine learning. This talk will demonstrate how Julia and R features and packages can be used as complementary utilities to solve real problems. The approach adapts the unix pipeline workflow of solving problems by stitching together a set of small utilities from JuliaR that when combined in a certain way becomes an optimal solution to the problem. These small utilities if properly designed encourages reusability, seamless integration of Julia and R utils, and easy explainability of the entire workflow.


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