SlideShare a Scribd company logo
1 of 29
Algerian R Users Group
(Official kick off)
29th October 2016
Agenda
 The Data Revolution
 Data Science and Big Data as a new enabler for economic competitivity.
 What are the tools and Technologies used in Data Science and Big Data ecosystem?
 What is R?
 R Capabilities?
 Who Uses R.
 Show us some example.
 Presentation of the Group
 Who are we?
 What is our objective?
 Why a group specialized in R?
 How to join us?
 The 2017 Roadmap of the Group
 Trainings.
 Hackathons & Meetup’s
 Data Science for Social Good Challenges.
The Data Revolution
https://www.youtube.com/watch?v=OrrB0SiUFKw
Data Science and Big Data as a new
enabler for economic competitivity
 Why Algeria should be part of this Data Revolution?
 What is the cost of embracing Analytics for the Algerian companies?
 What are the tools and Technologies used in Data Science and Big Data Analytics
ecosystem?
https://www.youtube.com/watch?v=jUFPFtU-564
Data Science and Big Data ecosystem
What is R?
https://www.youtube.com/watch?v=TR2bHSJ_eck
Why Use R?
 R is not just a statistical tool, it’s a language:
 Simulation.
 Automation.
 Reproducibility.
 R is designed to operate the way that problems are thought about:
R is vector-oriented, meaning that objects are generally treated as a whole same as
humans tend to think of the situation rather than as a collection of individual numbers.
 R is both flexible and powerful
 Interactive.
 Open Source.
 Very Active Community (+1 Millions)
 Libraries (+2000).
 Can call C and C++ functionality from R.
Which Analytics tool do you prefer to use:
SAS, R, or Python?
Source: Butch Works Survey
R Capabilities?
Social Network Analysis Interactive Visualization
Dashboard and Data AppsMachine Learning & Statistical Analysis
What else R can do for you?
1. R can do text mining: Check out stringr, tm, and a large number of other natural language processing packages.
2. R can get data out of a database: Check out RMySQL, RMongoDB, rhdf5, ROracle,RODBC,……
3. R can process nasty data: Check out dplyr, reshape2, tidyr…………
4. R can process images: EBImage is a good general purpose tool, but there are also packages for various file types like
jpeg.
5. R can handle different data formats: CSV, json, xml, excel, SPSS, SAS,…………..
6. R can interact with APIs: Check out RCurl and httr for general purpose software, or you could try some specific
examples like twitter, Rfacebook, Google map, Open Street map,………………..
7. R can do web scrapping: Check out Rvest, RSelenuim, Rcurl, httr,………….
8. R can build apps/interactive graphics: Shiny, Plotly, Ggvis,……………………………..
9. R can create dynamic documents: Try out Knitr or slidify.
10. R can play with Hadoop and Spark: Check out the rhadoop, Sparklyr, Rspark.
11. R can create interactive teaching modules: You can do it in the console with swirl or on the web with Datamind.
12. R interfaces very nicely with C if you need to be hardcore: Rcpp, rPython,………………………
Source: http://simplystatistics.org/2013/12/30/some-things-r-can-do-you-might-not-be-aware-of/
Who Uses R?
And More ……………
Talk is cheap
show us some real examples
How Does Algeria compare to other Arab
Countries in doing business?
Live Demo
Mapping POS Performance in Algiers using
simulated data
Interactively navigate in Open Street Map
Analyzing Facebook Communication during
Ramadan for Algerian Telecom Operators
We can Share it as an Html File, or embed it
in our website.
Identifying Risky Bank Loans
Source: Brett Lentz Book: Machine learning with R
Presentation of the Group
Who are we?
University Teachers & ResearchersUniversity Students
Professional who analyze data Just Curious
What is our objective?
Algerian R Users Group aims to:
 Federate the community of Algerian "Data Analysts, Data Miners and Data Scientists” who
use R.
 Promote the teaching of R Language in universities, especially for students following
degrees with quantitative options (Statistics, Finance, Economics, Operations Research,
Machine Learning, etc ...)
 Welcome as members and/or partners all persons/companies that are active directly or
indirectly in the field of Analytics whether in business, academia or NGOs, it is above all a
place where members can exchange and share their experiences and ideas around the use
of the R language in their respective fields.
Why a group specialized in R?
358 meetup spread over 223 cities and 55 countries, by May 15, 2016
How to join us?
Facebook & Slack:
https://www.facebook.com/groups/1135595893158091/
https://algerianrusers.slack.com/
Our Roadmap for 2017
Train the Group members Via Moocs and / or
online sessions by other experimented members
Hackathons & Meetup’s?
On Site On Line
Data Science for Social Good Challenges?
https://www.youtube.com/watch?v=beNCzRE6pxo
Data Science for Social Good Challenges?
Thank You

More Related Content

Viewers also liked

Парикмахерский бренд Joico в прессе май 2016
Парикмахерский бренд Joico в прессе май 2016Парикмахерский бренд Joico в прессе май 2016
Парикмахерский бренд Joico в прессе май 2016Olesya Slavina
 
Meier Orthopedic Sports Medicine
Meier Orthopedic Sports MedicineMeier Orthopedic Sports Medicine
Meier Orthopedic Sports MedicineSteven Meier
 
Парикмахерский бренд Amika в прессе май 2016
Парикмахерский бренд Amika в прессе май 2016Парикмахерский бренд Amika в прессе май 2016
Парикмахерский бренд Amika в прессе май 2016Olesya Slavina
 
Essential of valid contract
Essential of valid contract Essential of valid contract
Essential of valid contract Prachi Porwal
 
Would your brand survive on a desert island?
Would your brand survive on a desert island?Would your brand survive on a desert island?
Would your brand survive on a desert island?piccollage
 
новый документ в формате Rtf
новый документ в формате Rtfновый документ в формате Rtf
новый документ в формате RtfVladimir Vostrikov
 
Size Matters: A Look into Animals' Lifespans
Size Matters: A Look into Animals' LifespansSize Matters: A Look into Animals' Lifespans
Size Matters: A Look into Animals' LifespansScott Reed
 
парикмахерский бренд Joico в прессе ноя 2015
парикмахерский бренд Joico в прессе ноя 2015парикмахерский бренд Joico в прессе ноя 2015
парикмахерский бренд Joico в прессе ноя 2015Olesya Slavina
 
Gluten free baking tips
Gluten free baking tipsGluten free baking tips
Gluten free baking tipsRose Silva
 
Fotos favoritas
Fotos favoritasFotos favoritas
Fotos favoritasLupRent
 
парикмахерский бренд Amika в прессе 2015
парикмахерский бренд Amika в прессе 2015парикмахерский бренд Amika в прессе 2015
парикмахерский бренд Amika в прессе 2015Olesya Slavina
 
Парикмахерский бренд amika в прессе 2015
Парикмахерский бренд amika в прессе 2015Парикмахерский бренд amika в прессе 2015
Парикмахерский бренд amika в прессе 2015Olesya Slavina
 
Парикмахерский бренд Protokeratin в прессе октябрь 2016
Парикмахерский бренд Protokeratin в прессе октябрь 2016Парикмахерский бренд Protokeratin в прессе октябрь 2016
Парикмахерский бренд Protokeratin в прессе октябрь 2016Olesya Slavina
 

Viewers also liked (17)

Парикмахерский бренд Joico в прессе май 2016
Парикмахерский бренд Joico в прессе май 2016Парикмахерский бренд Joico в прессе май 2016
Парикмахерский бренд Joico в прессе май 2016
 
Meier Orthopedic Sports Medicine
Meier Orthopedic Sports MedicineMeier Orthopedic Sports Medicine
Meier Orthopedic Sports Medicine
 
Парикмахерский бренд Amika в прессе май 2016
Парикмахерский бренд Amika в прессе май 2016Парикмахерский бренд Amika в прессе май 2016
Парикмахерский бренд Amika в прессе май 2016
 
Essential of valid contract
Essential of valid contract Essential of valid contract
Essential of valid contract
 
W30 july2014
W30 july2014W30 july2014
W30 july2014
 
Would your brand survive on a desert island?
Would your brand survive on a desert island?Would your brand survive on a desert island?
Would your brand survive on a desert island?
 
новый документ в формате Rtf
новый документ в формате Rtfновый документ в формате Rtf
новый документ в формате Rtf
 
Size Matters: A Look into Animals' Lifespans
Size Matters: A Look into Animals' LifespansSize Matters: A Look into Animals' Lifespans
Size Matters: A Look into Animals' Lifespans
 
W41October2014
W41October2014W41October2014
W41October2014
 
W38September2014
W38September2014W38September2014
W38September2014
 
парикмахерский бренд Joico в прессе ноя 2015
парикмахерский бренд Joico в прессе ноя 2015парикмахерский бренд Joico в прессе ноя 2015
парикмахерский бренд Joico в прессе ноя 2015
 
Gluten free baking tips
Gluten free baking tipsGluten free baking tips
Gluten free baking tips
 
Fotos favoritas
Fotos favoritasFotos favoritas
Fotos favoritas
 
парикмахерский бренд Amika в прессе 2015
парикмахерский бренд Amika в прессе 2015парикмахерский бренд Amika в прессе 2015
парикмахерский бренд Amika в прессе 2015
 
Pronouns
PronounsPronouns
Pronouns
 
Парикмахерский бренд amika в прессе 2015
Парикмахерский бренд amika в прессе 2015Парикмахерский бренд amika в прессе 2015
Парикмахерский бренд amika в прессе 2015
 
Парикмахерский бренд Protokeratin в прессе октябрь 2016
Парикмахерский бренд Protokeratin в прессе октябрь 2016Парикмахерский бренд Protokeratin в прессе октябрь 2016
Парикмахерский бренд Protokeratin в прессе октябрь 2016
 

Similar to Algerian R Users Group (Official Kick Off)

GNU R in Clinical Research and Evidence-Based Medicine
GNU R in Clinical Research and Evidence-Based MedicineGNU R in Clinical Research and Evidence-Based Medicine
GNU R in Clinical Research and Evidence-Based MedicineAdrian Olszewski
 
R and Rcmdr Statistical Software
R and Rcmdr Statistical SoftwareR and Rcmdr Statistical Software
R and Rcmdr Statistical Softwarearttan2001
 
2 it unit-1 start learning r
2 it   unit-1 start learning r2 it   unit-1 start learning r
2 it unit-1 start learning rNetaji Gandi
 
30 AI Tools for Educators, Librarians, and Researchers: Leveraging, AI Tools ...
30 AI Tools for Educators, Librarians, and Researchers: Leveraging, AI Tools ...30 AI Tools for Educators, Librarians, and Researchers: Leveraging, AI Tools ...
30 AI Tools for Educators, Librarians, and Researchers: Leveraging, AI Tools ...Lucky Gods
 
Datapedia Analysis Report
Datapedia Analysis ReportDatapedia Analysis Report
Datapedia Analysis ReportAbanoub Amgad
 
Business Analytics with R - Webinar
Business Analytics with R - WebinarBusiness Analytics with R - Webinar
Business Analytics with R - WebinarEdureka!
 
Data science using r multisoft systems
Data science using r  multisoft systemsData science using r  multisoft systems
Data science using r multisoft systemsMultisoft Systems
 
R programming for psychometrics
R programming for psychometricsR programming for psychometrics
R programming for psychometricsDiane Talley
 
Introduction To R
Introduction To RIntroduction To R
Introduction To RSpotle.ai
 
An introduction to R is a document useful
An introduction to R is a document usefulAn introduction to R is a document useful
An introduction to R is a document usefulssuser3c3f88
 
Course - Machine Learning Basics with R
Course - Machine Learning Basics with R Course - Machine Learning Basics with R
Course - Machine Learning Basics with R Persontyle
 
GET STARTED WITH R FOR DATA SCIENCE
GET STARTED WITH R FOR DATA SCIENCEGET STARTED WITH R FOR DATA SCIENCE
GET STARTED WITH R FOR DATA SCIENCEUSDSI
 
R as supporting tool for analytics and simulation
R as supporting tool for analytics and simulationR as supporting tool for analytics and simulation
R as supporting tool for analytics and simulationAlvaro Gil
 
InnovateHER Workshop, GDSC, DY PATIL- RAIT
InnovateHER Workshop, GDSC, DY PATIL- RAITInnovateHER Workshop, GDSC, DY PATIL- RAIT
InnovateHER Workshop, GDSC, DY PATIL- RAIThrishitapandeyqmp
 

Similar to Algerian R Users Group (Official Kick Off) (20)

GNU R in Clinical Research and Evidence-Based Medicine
GNU R in Clinical Research and Evidence-Based MedicineGNU R in Clinical Research and Evidence-Based Medicine
GNU R in Clinical Research and Evidence-Based Medicine
 
R and Rcmdr Statistical Software
R and Rcmdr Statistical SoftwareR and Rcmdr Statistical Software
R and Rcmdr Statistical Software
 
2 it unit-1 start learning r
2 it   unit-1 start learning r2 it   unit-1 start learning r
2 it unit-1 start learning r
 
UNIT-1 Start Learning R.pdf
UNIT-1 Start Learning R.pdfUNIT-1 Start Learning R.pdf
UNIT-1 Start Learning R.pdf
 
30 AI Tools for Educators, Librarians, and Researchers: Leveraging, AI Tools ...
30 AI Tools for Educators, Librarians, and Researchers: Leveraging, AI Tools ...30 AI Tools for Educators, Librarians, and Researchers: Leveraging, AI Tools ...
30 AI Tools for Educators, Librarians, and Researchers: Leveraging, AI Tools ...
 
Datapedia Analysis Report
Datapedia Analysis ReportDatapedia Analysis Report
Datapedia Analysis Report
 
Business Analytics with R - Webinar
Business Analytics with R - WebinarBusiness Analytics with R - Webinar
Business Analytics with R - Webinar
 
Data science using r multisoft systems
Data science using r  multisoft systemsData science using r  multisoft systems
Data science using r multisoft systems
 
R programming for psychometrics
R programming for psychometricsR programming for psychometrics
R programming for psychometrics
 
Introduction To R
Introduction To RIntroduction To R
Introduction To R
 
Reason To learn & use r
Reason To learn & use rReason To learn & use r
Reason To learn & use r
 
An introduction to R is a document useful
An introduction to R is a document usefulAn introduction to R is a document useful
An introduction to R is a document useful
 
Open Data Canvas 0.1
Open Data Canvas 0.1Open Data Canvas 0.1
Open Data Canvas 0.1
 
Python para Manual de Ciência de Dados
Python para Manual de Ciência de DadosPython para Manual de Ciência de Dados
Python para Manual de Ciência de Dados
 
Course - Machine Learning Basics with R
Course - Machine Learning Basics with R Course - Machine Learning Basics with R
Course - Machine Learning Basics with R
 
GET STARTED WITH R FOR DATA SCIENCE
GET STARTED WITH R FOR DATA SCIENCEGET STARTED WITH R FOR DATA SCIENCE
GET STARTED WITH R FOR DATA SCIENCE
 
R_L1-Aug-2022.pptx
R_L1-Aug-2022.pptxR_L1-Aug-2022.pptx
R_L1-Aug-2022.pptx
 
R as supporting tool for analytics and simulation
R as supporting tool for analytics and simulationR as supporting tool for analytics and simulation
R as supporting tool for analytics and simulation
 
InnovateHER Workshop, GDSC, DY PATIL- RAIT
InnovateHER Workshop, GDSC, DY PATIL- RAITInnovateHER Workshop, GDSC, DY PATIL- RAIT
InnovateHER Workshop, GDSC, DY PATIL- RAIT
 
Introduction to Data Analytics
Introduction to Data AnalyticsIntroduction to Data Analytics
Introduction to Data Analytics
 

Recently uploaded

Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Callshivangimorya083
 
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Callshivangimorya083
 
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...Valters Lauzums
 
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 nightCheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 nightDelhi Call girls
 
Smarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptxSmarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptxolyaivanovalion
 
Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...
Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...
Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...amitlee9823
 
Halmar dropshipping via API with DroFx
Halmar  dropshipping  via API with DroFxHalmar  dropshipping  via API with DroFx
Halmar dropshipping via API with DroFxolyaivanovalion
 
Data-Analysis for Chicago Crime Data 2023
Data-Analysis for Chicago Crime Data  2023Data-Analysis for Chicago Crime Data  2023
Data-Analysis for Chicago Crime Data 2023ymrp368
 
Zuja dropshipping via API with DroFx.pptx
Zuja dropshipping via API with DroFx.pptxZuja dropshipping via API with DroFx.pptx
Zuja dropshipping via API with DroFx.pptxolyaivanovalion
 
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...amitlee9823
 
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...Delhi Call girls
 
Accredited-Transport-Cooperatives-Jan-2021-Web.pdf
Accredited-Transport-Cooperatives-Jan-2021-Web.pdfAccredited-Transport-Cooperatives-Jan-2021-Web.pdf
Accredited-Transport-Cooperatives-Jan-2021-Web.pdfadriantubila
 
Introduction-to-Machine-Learning (1).pptx
Introduction-to-Machine-Learning (1).pptxIntroduction-to-Machine-Learning (1).pptx
Introduction-to-Machine-Learning (1).pptxfirstjob4
 
FESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfFESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfMarinCaroMartnezBerg
 
BDSM⚡Call Girls in Mandawali Delhi >༒8448380779 Escort Service
BDSM⚡Call Girls in Mandawali Delhi >༒8448380779 Escort ServiceBDSM⚡Call Girls in Mandawali Delhi >༒8448380779 Escort Service
BDSM⚡Call Girls in Mandawali Delhi >༒8448380779 Escort ServiceDelhi Call girls
 
April 2024 - Crypto Market Report's Analysis
April 2024 - Crypto Market Report's AnalysisApril 2024 - Crypto Market Report's Analysis
April 2024 - Crypto Market Report's Analysismanisha194592
 
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al BarshaAl Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al BarshaAroojKhan71
 
Midocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxMidocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxolyaivanovalion
 

Recently uploaded (20)

Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
 
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
 
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...
Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...
 
(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7
(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7
(NEHA) Call Girls Katra Call Now 8617697112 Katra Escorts 24x7
 
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in Kishangarh
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in  KishangarhDelhi 99530 vip 56974 Genuine Escort Service Call Girls in  Kishangarh
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in Kishangarh
 
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 nightCheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
 
Smarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptxSmarteg dropshipping via API with DroFx.pptx
Smarteg dropshipping via API with DroFx.pptx
 
Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...
Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...
Chintamani Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore ...
 
Halmar dropshipping via API with DroFx
Halmar  dropshipping  via API with DroFxHalmar  dropshipping  via API with DroFx
Halmar dropshipping via API with DroFx
 
Data-Analysis for Chicago Crime Data 2023
Data-Analysis for Chicago Crime Data  2023Data-Analysis for Chicago Crime Data  2023
Data-Analysis for Chicago Crime Data 2023
 
Zuja dropshipping via API with DroFx.pptx
Zuja dropshipping via API with DroFx.pptxZuja dropshipping via API with DroFx.pptx
Zuja dropshipping via API with DroFx.pptx
 
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...
 
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
 
Accredited-Transport-Cooperatives-Jan-2021-Web.pdf
Accredited-Transport-Cooperatives-Jan-2021-Web.pdfAccredited-Transport-Cooperatives-Jan-2021-Web.pdf
Accredited-Transport-Cooperatives-Jan-2021-Web.pdf
 
Introduction-to-Machine-Learning (1).pptx
Introduction-to-Machine-Learning (1).pptxIntroduction-to-Machine-Learning (1).pptx
Introduction-to-Machine-Learning (1).pptx
 
FESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfFESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdf
 
BDSM⚡Call Girls in Mandawali Delhi >༒8448380779 Escort Service
BDSM⚡Call Girls in Mandawali Delhi >༒8448380779 Escort ServiceBDSM⚡Call Girls in Mandawali Delhi >༒8448380779 Escort Service
BDSM⚡Call Girls in Mandawali Delhi >༒8448380779 Escort Service
 
April 2024 - Crypto Market Report's Analysis
April 2024 - Crypto Market Report's AnalysisApril 2024 - Crypto Market Report's Analysis
April 2024 - Crypto Market Report's Analysis
 
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al BarshaAl Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
 
Midocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxMidocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFx
 

Algerian R Users Group (Official Kick Off)

  • 1. Algerian R Users Group (Official kick off) 29th October 2016
  • 2. Agenda  The Data Revolution  Data Science and Big Data as a new enabler for economic competitivity.  What are the tools and Technologies used in Data Science and Big Data ecosystem?  What is R?  R Capabilities?  Who Uses R.  Show us some example.  Presentation of the Group  Who are we?  What is our objective?  Why a group specialized in R?  How to join us?  The 2017 Roadmap of the Group  Trainings.  Hackathons & Meetup’s  Data Science for Social Good Challenges.
  • 4. Data Science and Big Data as a new enabler for economic competitivity  Why Algeria should be part of this Data Revolution?  What is the cost of embracing Analytics for the Algerian companies?  What are the tools and Technologies used in Data Science and Big Data Analytics ecosystem? https://www.youtube.com/watch?v=jUFPFtU-564
  • 5. Data Science and Big Data ecosystem
  • 7. Why Use R?  R is not just a statistical tool, it’s a language:  Simulation.  Automation.  Reproducibility.  R is designed to operate the way that problems are thought about: R is vector-oriented, meaning that objects are generally treated as a whole same as humans tend to think of the situation rather than as a collection of individual numbers.  R is both flexible and powerful  Interactive.  Open Source.  Very Active Community (+1 Millions)  Libraries (+2000).  Can call C and C++ functionality from R. Which Analytics tool do you prefer to use: SAS, R, or Python? Source: Butch Works Survey
  • 8. R Capabilities? Social Network Analysis Interactive Visualization Dashboard and Data AppsMachine Learning & Statistical Analysis
  • 9. What else R can do for you? 1. R can do text mining: Check out stringr, tm, and a large number of other natural language processing packages. 2. R can get data out of a database: Check out RMySQL, RMongoDB, rhdf5, ROracle,RODBC,…… 3. R can process nasty data: Check out dplyr, reshape2, tidyr………… 4. R can process images: EBImage is a good general purpose tool, but there are also packages for various file types like jpeg. 5. R can handle different data formats: CSV, json, xml, excel, SPSS, SAS,………….. 6. R can interact with APIs: Check out RCurl and httr for general purpose software, or you could try some specific examples like twitter, Rfacebook, Google map, Open Street map,……………….. 7. R can do web scrapping: Check out Rvest, RSelenuim, Rcurl, httr,…………. 8. R can build apps/interactive graphics: Shiny, Plotly, Ggvis,…………………………….. 9. R can create dynamic documents: Try out Knitr or slidify. 10. R can play with Hadoop and Spark: Check out the rhadoop, Sparklyr, Rspark. 11. R can create interactive teaching modules: You can do it in the console with swirl or on the web with Datamind. 12. R interfaces very nicely with C if you need to be hardcore: Rcpp, rPython,……………………… Source: http://simplystatistics.org/2013/12/30/some-things-r-can-do-you-might-not-be-aware-of/
  • 10. Who Uses R? And More ……………
  • 11. Talk is cheap show us some real examples
  • 12. How Does Algeria compare to other Arab Countries in doing business?
  • 14. Mapping POS Performance in Algiers using simulated data
  • 15. Interactively navigate in Open Street Map
  • 16. Analyzing Facebook Communication during Ramadan for Algerian Telecom Operators
  • 17. We can Share it as an Html File, or embed it in our website.
  • 18. Identifying Risky Bank Loans Source: Brett Lentz Book: Machine learning with R
  • 20. Who are we? University Teachers & ResearchersUniversity Students Professional who analyze data Just Curious
  • 21. What is our objective? Algerian R Users Group aims to:  Federate the community of Algerian "Data Analysts, Data Miners and Data Scientists” who use R.  Promote the teaching of R Language in universities, especially for students following degrees with quantitative options (Statistics, Finance, Economics, Operations Research, Machine Learning, etc ...)  Welcome as members and/or partners all persons/companies that are active directly or indirectly in the field of Analytics whether in business, academia or NGOs, it is above all a place where members can exchange and share their experiences and ideas around the use of the R language in their respective fields.
  • 22. Why a group specialized in R? 358 meetup spread over 223 cities and 55 countries, by May 15, 2016
  • 23. How to join us? Facebook & Slack: https://www.facebook.com/groups/1135595893158091/ https://algerianrusers.slack.com/
  • 25. Train the Group members Via Moocs and / or online sessions by other experimented members
  • 27. Data Science for Social Good Challenges? https://www.youtube.com/watch?v=beNCzRE6pxo
  • 28. Data Science for Social Good Challenges?