SlideShare a Scribd company logo
DATA SCIENCE
INTRODUCTION TO
ABOUT ME
I AM ANIRUDDHA KALBANDE
AN ELECTRONICS & TELECOMMUNICATION ENGINEER
YOU CAN REACH ME OUT ON GITHUB.COM/ANIRUDDHA1995/
EMAIL - AKALBANDE6@GMAIL.COM
ANALYTICS IN USE
Etihad Airways uses technology to harvest and analyse gigabytes of
data generated by hundreds of sensors working inside its plane .
This allows to monitor planes in real time , reduce fuel cost, manage
plane maintenance, even spot problems before they happen.
Many people use Facebook to update their status, share
photos , and ‘like’ content .The Obama presidential
campaign used all that data on the social network to not just
find votes but to assemble an army of volunteers.
One of the India’s highest - rated TV shows Aggregates and
analyses the millions of messages it receives from viewers on
controversial issues like female fetiches , caste discrimination and
child abuse - and used that data to push for political change.
ANALYTICS IN USE
Recommendation systems used by Amazon,
Flipkart, Ebay ,Netflix.
Image recognition by Facebook for Tagging images.
Digital Advertisements
Speech Recognition by Google voice, Siri, Cortana.
Self Driving Cars
Fraud and Risk Detection
Healthcare
WHY ARE WE TALKING
ABOUT DATA SCIENCE?
CONCLUSION
Data is being created at great velocity
and that too in most unstructured and
unorganised manner .
AND ..
SKILLS REQUIRED
Problem solving skills
Basic Programming Python
Statistics Distributions (Binomial ,Normal,Chi
Squared Distribution,Exponential Distribution,etc)
Machine learning Concepts
Python Directories such as Numpy ,Pandas,
ScikitLearn , Matplotlib ,Etc)
DATA ANALYTICS LIFE CYCLE
ANALYTICS
USING DATA TO DISCOVER SOME PATTERN .
GENERATE INSIGHTS AND VISUALS FROM THE PATTERNS .
APPROACH TO ANALYTICS DEVELOPMENT
Identify the data source or gather data.
Select the right tools and technology
Understand the business domain
Process the data or data Cleaning
Build mathematical model for analysis
Visualise
Learn , adopt , rebuild your analytics model
TOOLS FOR ANALYSIS
SAS ( Statistical Analysis Software)
Python - ( Anaconda Data Science platform )
R - (RStudio)
Matlab
Tableau ,TensorFlow ,IBM Watson ,Cognos
are the other extensions for Machine
Learning and Analysis.
FOR MORE UPDATES AND FUTURE SESSIONS
LIKE OUR PAGE ON FACEBOOK
HTTPS://WWW.FACEBOOK.COM/LEMURESTECHNOLOGIES/
THANKYOU
PLEASE ANSWER THE POLLS.

More Related Content

What's hot

call for papers - International Journal on Cryptography and Information Secur...
call for papers - International Journal on Cryptography and Information Secur...call for papers - International Journal on Cryptography and Information Secur...
call for papers - International Journal on Cryptography and Information Secur...
JonesSmith7
 
International Journal of Network Security &Its Applications (IJNSA)
International Journal of Network Security &Its Applications (IJNSA)International Journal of Network Security &Its Applications (IJNSA)
International Journal of Network Security &Its Applications (IJNSA)
MiajackB
 
Mobile Networking Projects
Mobile Networking ProjectsMobile Networking Projects
Mobile Networking Projects
Phdtopiccom
 
Ijcis -->cfp
Ijcis -->cfp Ijcis -->cfp
Ijcis -->cfp
JonesSmith7
 
ICT 2018 Smart Home crawler (AGT)
ICT 2018 Smart Home crawler (AGT)ICT 2018 Smart Home crawler (AGT)
ICT 2018 Smart Home crawler (AGT)
IoTCrawler
 
International Journal of Network Security &Its Applications (IJNSA)
International Journal of Network Security &Its Applications (IJNSA)International Journal of Network Security &Its Applications (IJNSA)
International Journal of Network Security &Its Applications (IJNSA)
MiajackB
 
MedInfoBook CSSA eHealthWeek Malta
MedInfoBook CSSA eHealthWeek MaltaMedInfoBook CSSA eHealthWeek Malta
MedInfoBook CSSA eHealthWeek Malta
spitoglou
 
Ijisa
IjisaIjisa
ON THE SECURITY AND PRIVACY OF INTERNET OF THINGS ARCHITECTURES
ON THE SECURITY AND PRIVACY OF INTERNET OF THINGS ARCHITECTURESON THE SECURITY AND PRIVACY OF INTERNET OF THINGS ARCHITECTURES
ON THE SECURITY AND PRIVACY OF INTERNET OF THINGS ARCHITECTURES
Manisha Luthra
 
PhD-Guidance-in-Information-Security
PhD-Guidance-in-Information-SecurityPhD-Guidance-in-Information-Security
PhD-Guidance-in-Information-Security
Phdtopiccom
 
Ijisa
IjisaIjisa
EuroCACS 2016 There are giants in the sky
EuroCACS 2016 There are giants in the skyEuroCACS 2016 There are giants in the sky
EuroCACS 2016 There are giants in the sky
Carlos Chalico
 
International Journal of Network Security & Its Applications (IJNSA)
International Journal of Network Security & Its Applications (IJNSA)International Journal of Network Security & Its Applications (IJNSA)
International Journal of Network Security & Its Applications (IJNSA)
ijfcst journal
 
Kijiji 160616
Kijiji 160616Kijiji 160616
Kijiji 160616
Carlos Chalico
 
Iot top 10 vulnerabilities and misconceptions 2016
Iot top 10 vulnerabilities and misconceptions 2016Iot top 10 vulnerabilities and misconceptions 2016
Iot top 10 vulnerabilities and misconceptions 2016
Erez Metula
 
Ijisa
IjisaIjisa
Ijisa
IjisaIjisa
International Journal of Network Security & Its Applications (IJNSA)
International Journal of Network Security & Its Applications (IJNSA)International Journal of Network Security & Its Applications (IJNSA)
International Journal of Network Security & Its Applications (IJNSA)
ijfcst journal
 

What's hot (18)

call for papers - International Journal on Cryptography and Information Secur...
call for papers - International Journal on Cryptography and Information Secur...call for papers - International Journal on Cryptography and Information Secur...
call for papers - International Journal on Cryptography and Information Secur...
 
International Journal of Network Security &Its Applications (IJNSA)
International Journal of Network Security &Its Applications (IJNSA)International Journal of Network Security &Its Applications (IJNSA)
International Journal of Network Security &Its Applications (IJNSA)
 
Mobile Networking Projects
Mobile Networking ProjectsMobile Networking Projects
Mobile Networking Projects
 
Ijcis -->cfp
Ijcis -->cfp Ijcis -->cfp
Ijcis -->cfp
 
ICT 2018 Smart Home crawler (AGT)
ICT 2018 Smart Home crawler (AGT)ICT 2018 Smart Home crawler (AGT)
ICT 2018 Smart Home crawler (AGT)
 
International Journal of Network Security &Its Applications (IJNSA)
International Journal of Network Security &Its Applications (IJNSA)International Journal of Network Security &Its Applications (IJNSA)
International Journal of Network Security &Its Applications (IJNSA)
 
MedInfoBook CSSA eHealthWeek Malta
MedInfoBook CSSA eHealthWeek MaltaMedInfoBook CSSA eHealthWeek Malta
MedInfoBook CSSA eHealthWeek Malta
 
Ijisa
IjisaIjisa
Ijisa
 
ON THE SECURITY AND PRIVACY OF INTERNET OF THINGS ARCHITECTURES
ON THE SECURITY AND PRIVACY OF INTERNET OF THINGS ARCHITECTURESON THE SECURITY AND PRIVACY OF INTERNET OF THINGS ARCHITECTURES
ON THE SECURITY AND PRIVACY OF INTERNET OF THINGS ARCHITECTURES
 
PhD-Guidance-in-Information-Security
PhD-Guidance-in-Information-SecurityPhD-Guidance-in-Information-Security
PhD-Guidance-in-Information-Security
 
Ijisa
IjisaIjisa
Ijisa
 
EuroCACS 2016 There are giants in the sky
EuroCACS 2016 There are giants in the skyEuroCACS 2016 There are giants in the sky
EuroCACS 2016 There are giants in the sky
 
International Journal of Network Security & Its Applications (IJNSA)
International Journal of Network Security & Its Applications (IJNSA)International Journal of Network Security & Its Applications (IJNSA)
International Journal of Network Security & Its Applications (IJNSA)
 
Kijiji 160616
Kijiji 160616Kijiji 160616
Kijiji 160616
 
Iot top 10 vulnerabilities and misconceptions 2016
Iot top 10 vulnerabilities and misconceptions 2016Iot top 10 vulnerabilities and misconceptions 2016
Iot top 10 vulnerabilities and misconceptions 2016
 
Ijisa
IjisaIjisa
Ijisa
 
Ijisa
IjisaIjisa
Ijisa
 
International Journal of Network Security & Its Applications (IJNSA)
International Journal of Network Security & Its Applications (IJNSA)International Journal of Network Security & Its Applications (IJNSA)
International Journal of Network Security & Its Applications (IJNSA)
 

Similar to Intro to data science - Webinar

DATA SCIENCE
DATA SCIENCEDATA SCIENCE
DATA SCIENCE
LavanyaJanu1
 
In the Dark? Understanding Big Data & AI: Talent Acquisition Strategies for 2018
In the Dark? Understanding Big Data & AI: Talent Acquisition Strategies for 2018In the Dark? Understanding Big Data & AI: Talent Acquisition Strategies for 2018
In the Dark? Understanding Big Data & AI: Talent Acquisition Strategies for 2018
Yoh Staffing Solutions
 
Machine Learning on Big Data with HADOOP
Machine Learning on Big Data with HADOOPMachine Learning on Big Data with HADOOP
Machine Learning on Big Data with HADOOP
EPAM Systems
 
Introduction To Data Science
Introduction To Data Science Introduction To Data Science
Introduction To Data Science
PriyaMaurya52
 
Artificial Intelligence (2016) - AMP New Ventures
Artificial Intelligence (2016) - AMP New VenturesArtificial Intelligence (2016) - AMP New Ventures
Artificial Intelligence (2016) - AMP New Ventures
AMP New Ventures
 
Introduction To Predictive Modelling
Introduction To Predictive ModellingIntroduction To Predictive Modelling
Introduction To Predictive Modelling
Spotle.ai
 
Ai in Society
Ai in SocietyAi in Society
State of Analytics: Retail and Consumer Goods
State of Analytics: Retail and Consumer GoodsState of Analytics: Retail and Consumer Goods
State of Analytics: Retail and Consumer Goods
SPI Conference
 
Talk_AI_in_Africa
Talk_AI_in_AfricaTalk_AI_in_Africa
Talk_AI_in_Africa
Rockefeller -
 
Data science and its application
Data science and its applicationData science and its application
Data science and its application
svarya
 
Waste to Wealth #COMIT2019
Waste to Wealth #COMIT2019Waste to Wealth #COMIT2019
Waste to Wealth #COMIT2019
Comit Projects Ltd
 
Impacto del Big Data en la empresa española
Impacto del Big Data en la empresa españolaImpacto del Big Data en la empresa española
Impacto del Big Data en la empresa española
Paradigma Digital
 
Artificial Intelligence: Evolution and its Impact on Marketing
Artificial Intelligence: Evolution and its Impact on MarketingArtificial Intelligence: Evolution and its Impact on Marketing
Artificial Intelligence: Evolution and its Impact on Marketing
Zenith
 
Ai in Learning Thought Paper
Ai in Learning Thought PaperAi in Learning Thought Paper
Ai in Learning Thought Paper
Marek Hyla
 
Ai & ibm watson cookbook
Ai & ibm watson cookbookAi & ibm watson cookbook
Ai & ibm watson cookbook
Jerry O'Brien
 
Ai, IBM Watson External
Ai, IBM Watson ExternalAi, IBM Watson External
Ai, IBM Watson External
Jerry O'Brien
 
DataRobot - 머신러닝 자동화 플랫폼
DataRobot - 머신러닝 자동화 플랫폼DataRobot - 머신러닝 자동화 플랫폼
DataRobot - 머신러닝 자동화 플랫폼
Sutaek Kim
 
SkillsFuture Festival at NUS 2019- Artificial Intelligence for Everyone - A P...
SkillsFuture Festival at NUS 2019- Artificial Intelligence for Everyone - A P...SkillsFuture Festival at NUS 2019- Artificial Intelligence for Everyone - A P...
SkillsFuture Festival at NUS 2019- Artificial Intelligence for Everyone - A P...
NUS-ISS
 
IS & DSS.pptx
IS & DSS.pptxIS & DSS.pptx
IS & DSS.pptx
AnshumanNayak37
 
AI in Business: Opportunities & Challenges
AI in Business: Opportunities & ChallengesAI in Business: Opportunities & Challenges
AI in Business: Opportunities & Challenges
Tathagat Varma
 

Similar to Intro to data science - Webinar (20)

DATA SCIENCE
DATA SCIENCEDATA SCIENCE
DATA SCIENCE
 
In the Dark? Understanding Big Data & AI: Talent Acquisition Strategies for 2018
In the Dark? Understanding Big Data & AI: Talent Acquisition Strategies for 2018In the Dark? Understanding Big Data & AI: Talent Acquisition Strategies for 2018
In the Dark? Understanding Big Data & AI: Talent Acquisition Strategies for 2018
 
Machine Learning on Big Data with HADOOP
Machine Learning on Big Data with HADOOPMachine Learning on Big Data with HADOOP
Machine Learning on Big Data with HADOOP
 
Introduction To Data Science
Introduction To Data Science Introduction To Data Science
Introduction To Data Science
 
Artificial Intelligence (2016) - AMP New Ventures
Artificial Intelligence (2016) - AMP New VenturesArtificial Intelligence (2016) - AMP New Ventures
Artificial Intelligence (2016) - AMP New Ventures
 
Introduction To Predictive Modelling
Introduction To Predictive ModellingIntroduction To Predictive Modelling
Introduction To Predictive Modelling
 
Ai in Society
Ai in SocietyAi in Society
Ai in Society
 
State of Analytics: Retail and Consumer Goods
State of Analytics: Retail and Consumer GoodsState of Analytics: Retail and Consumer Goods
State of Analytics: Retail and Consumer Goods
 
Talk_AI_in_Africa
Talk_AI_in_AfricaTalk_AI_in_Africa
Talk_AI_in_Africa
 
Data science and its application
Data science and its applicationData science and its application
Data science and its application
 
Waste to Wealth #COMIT2019
Waste to Wealth #COMIT2019Waste to Wealth #COMIT2019
Waste to Wealth #COMIT2019
 
Impacto del Big Data en la empresa española
Impacto del Big Data en la empresa españolaImpacto del Big Data en la empresa española
Impacto del Big Data en la empresa española
 
Artificial Intelligence: Evolution and its Impact on Marketing
Artificial Intelligence: Evolution and its Impact on MarketingArtificial Intelligence: Evolution and its Impact on Marketing
Artificial Intelligence: Evolution and its Impact on Marketing
 
Ai in Learning Thought Paper
Ai in Learning Thought PaperAi in Learning Thought Paper
Ai in Learning Thought Paper
 
Ai & ibm watson cookbook
Ai & ibm watson cookbookAi & ibm watson cookbook
Ai & ibm watson cookbook
 
Ai, IBM Watson External
Ai, IBM Watson ExternalAi, IBM Watson External
Ai, IBM Watson External
 
DataRobot - 머신러닝 자동화 플랫폼
DataRobot - 머신러닝 자동화 플랫폼DataRobot - 머신러닝 자동화 플랫폼
DataRobot - 머신러닝 자동화 플랫폼
 
SkillsFuture Festival at NUS 2019- Artificial Intelligence for Everyone - A P...
SkillsFuture Festival at NUS 2019- Artificial Intelligence for Everyone - A P...SkillsFuture Festival at NUS 2019- Artificial Intelligence for Everyone - A P...
SkillsFuture Festival at NUS 2019- Artificial Intelligence for Everyone - A P...
 
IS & DSS.pptx
IS & DSS.pptxIS & DSS.pptx
IS & DSS.pptx
 
AI in Business: Opportunities & Challenges
AI in Business: Opportunities & ChallengesAI in Business: Opportunities & Challenges
AI in Business: Opportunities & Challenges
 

Recently uploaded

Connect to Grow: The power of building networks
Connect to Grow: The power of building networksConnect to Grow: The power of building networks
Connect to Grow: The power of building networks
Eirini SYKA-LERIOTI
 
按照学校原版(ArtEZ文凭证书)ArtEZ艺术学院毕业证快速办理
按照学校原版(ArtEZ文凭证书)ArtEZ艺术学院毕业证快速办理按照学校原版(ArtEZ文凭证书)ArtEZ艺术学院毕业证快速办理
按照学校原版(ArtEZ文凭证书)ArtEZ艺术学院毕业证快速办理
evnum
 
一比一原版(EUR毕业证)鹿特丹伊拉斯姆斯大学毕业证如何办理
一比一原版(EUR毕业证)鹿特丹伊拉斯姆斯大学毕业证如何办理一比一原版(EUR毕业证)鹿特丹伊拉斯姆斯大学毕业证如何办理
一比一原版(EUR毕业证)鹿特丹伊拉斯姆斯大学毕业证如何办理
nguqayx
 
A Guide to a Winning Interview June 2024
A Guide to a Winning Interview June 2024A Guide to a Winning Interview June 2024
A Guide to a Winning Interview June 2024
Bruce Bennett
 
官方认证美国旧金山州立大学毕业证学位证书案例原版一模一样
官方认证美国旧金山州立大学毕业证学位证书案例原版一模一样官方认证美国旧金山州立大学毕业证学位证书案例原版一模一样
官方认证美国旧金山州立大学毕业证学位证书案例原版一模一样
2zjra9bn
 
按照学校原版(UofT文凭证书)多伦多大学毕业证快速办理
按照学校原版(UofT文凭证书)多伦多大学毕业证快速办理按照学校原版(UofT文凭证书)多伦多大学毕业证快速办理
按照学校原版(UofT文凭证书)多伦多大学毕业证快速办理
evnum
 
All Of My Java Codes With A Sample Output.docx
All Of My Java Codes With A Sample Output.docxAll Of My Java Codes With A Sample Output.docx
All Of My Java Codes With A Sample Output.docx
adhitya5119
 
Community Skills Building Workshop | PMI Silver Spring Chapter | June 12, 2024
Community Skills Building Workshop | PMI Silver Spring Chapter  | June 12, 2024Community Skills Building Workshop | PMI Silver Spring Chapter  | June 12, 2024
Community Skills Building Workshop | PMI Silver Spring Chapter | June 12, 2024
Hector Del Castillo, CPM, CPMM
 
在线制作加拿大萨省大学毕业证文凭证书实拍图原版一模一样
在线制作加拿大萨省大学毕业证文凭证书实拍图原版一模一样在线制作加拿大萨省大学毕业证文凭证书实拍图原版一模一样
在线制作加拿大萨省大学毕业证文凭证书实拍图原版一模一样
2zjra9bn
 
一比一原版布拉德福德大学毕业证(bradford毕业证)如何办理
一比一原版布拉德福德大学毕业证(bradford毕业证)如何办理一比一原版布拉德福德大学毕业证(bradford毕业证)如何办理
一比一原版布拉德福德大学毕业证(bradford毕业证)如何办理
taqyea
 
Learnings from Successful Jobs Searchers
Learnings from Successful Jobs SearchersLearnings from Successful Jobs Searchers
Learnings from Successful Jobs Searchers
Bruce Bennett
 
一比一原版(surrey毕业证书)英国萨里大学毕业证成绩单修改如何办理
一比一原版(surrey毕业证书)英国萨里大学毕业证成绩单修改如何办理一比一原版(surrey毕业证书)英国萨里大学毕业证成绩单修改如何办理
一比一原版(surrey毕业证书)英国萨里大学毕业证成绩单修改如何办理
gnokue
 
0624.speakingengagementsandteaching-01.pdf
0624.speakingengagementsandteaching-01.pdf0624.speakingengagementsandteaching-01.pdf
0624.speakingengagementsandteaching-01.pdf
Thomas GIRARD BDes
 
How to overcome obstacles in the way of success.pdf
How to overcome obstacles in the way of success.pdfHow to overcome obstacles in the way of success.pdf
How to overcome obstacles in the way of success.pdf
Million-$-Knowledge {Million Dollar Knowledge}
 
在线办理(UOIT毕业证书)安大略省理工大学毕业证在读证明一模一样
在线办理(UOIT毕业证书)安大略省理工大学毕业证在读证明一模一样在线办理(UOIT毕业证书)安大略省理工大学毕业证在读证明一模一样
在线办理(UOIT毕业证书)安大略省理工大学毕业证在读证明一模一样
yhkox
 
办理阿卡迪亚大学毕业证(uvic毕业证)本科文凭证书原版一模一样
办理阿卡迪亚大学毕业证(uvic毕业证)本科文凭证书原版一模一样办理阿卡迪亚大学毕业证(uvic毕业证)本科文凭证书原版一模一样
办理阿卡迪亚大学毕业证(uvic毕业证)本科文凭证书原版一模一样
kkkkr4pg
 
BUKU PENJAGAAN BUKU PENJAGAAN BUKU PENJAGAAN
BUKU PENJAGAAN BUKU PENJAGAAN BUKU PENJAGAANBUKU PENJAGAAN BUKU PENJAGAAN BUKU PENJAGAAN
BUKU PENJAGAAN BUKU PENJAGAAN BUKU PENJAGAAN
cahgading001
 
Switching Careers Slides - JoyceMSullivan SocMediaFin - 2024Jun11.pdf
Switching Careers Slides - JoyceMSullivan SocMediaFin -  2024Jun11.pdfSwitching Careers Slides - JoyceMSullivan SocMediaFin -  2024Jun11.pdf
Switching Careers Slides - JoyceMSullivan SocMediaFin - 2024Jun11.pdf
SocMediaFin - Joyce Sullivan
 
体育博彩论坛-十大体育博彩论坛-体育博彩论坛|【​网址​🎉ac55.net🎉​】
体育博彩论坛-十大体育博彩论坛-体育博彩论坛|【​网址​🎉ac55.net🎉​】体育博彩论坛-十大体育博彩论坛-体育博彩论坛|【​网址​🎉ac55.net🎉​】
体育博彩论坛-十大体育博彩论坛-体育博彩论坛|【​网址​🎉ac55.net🎉​】
waldorfnorma258
 
一比一原版美国西北大学毕业证(NWU毕业证书)学历如何办理
一比一原版美国西北大学毕业证(NWU毕业证书)学历如何办理一比一原版美国西北大学毕业证(NWU毕业证书)学历如何办理
一比一原版美国西北大学毕业证(NWU毕业证书)学历如何办理
1wful2fm
 

Recently uploaded (20)

Connect to Grow: The power of building networks
Connect to Grow: The power of building networksConnect to Grow: The power of building networks
Connect to Grow: The power of building networks
 
按照学校原版(ArtEZ文凭证书)ArtEZ艺术学院毕业证快速办理
按照学校原版(ArtEZ文凭证书)ArtEZ艺术学院毕业证快速办理按照学校原版(ArtEZ文凭证书)ArtEZ艺术学院毕业证快速办理
按照学校原版(ArtEZ文凭证书)ArtEZ艺术学院毕业证快速办理
 
一比一原版(EUR毕业证)鹿特丹伊拉斯姆斯大学毕业证如何办理
一比一原版(EUR毕业证)鹿特丹伊拉斯姆斯大学毕业证如何办理一比一原版(EUR毕业证)鹿特丹伊拉斯姆斯大学毕业证如何办理
一比一原版(EUR毕业证)鹿特丹伊拉斯姆斯大学毕业证如何办理
 
A Guide to a Winning Interview June 2024
A Guide to a Winning Interview June 2024A Guide to a Winning Interview June 2024
A Guide to a Winning Interview June 2024
 
官方认证美国旧金山州立大学毕业证学位证书案例原版一模一样
官方认证美国旧金山州立大学毕业证学位证书案例原版一模一样官方认证美国旧金山州立大学毕业证学位证书案例原版一模一样
官方认证美国旧金山州立大学毕业证学位证书案例原版一模一样
 
按照学校原版(UofT文凭证书)多伦多大学毕业证快速办理
按照学校原版(UofT文凭证书)多伦多大学毕业证快速办理按照学校原版(UofT文凭证书)多伦多大学毕业证快速办理
按照学校原版(UofT文凭证书)多伦多大学毕业证快速办理
 
All Of My Java Codes With A Sample Output.docx
All Of My Java Codes With A Sample Output.docxAll Of My Java Codes With A Sample Output.docx
All Of My Java Codes With A Sample Output.docx
 
Community Skills Building Workshop | PMI Silver Spring Chapter | June 12, 2024
Community Skills Building Workshop | PMI Silver Spring Chapter  | June 12, 2024Community Skills Building Workshop | PMI Silver Spring Chapter  | June 12, 2024
Community Skills Building Workshop | PMI Silver Spring Chapter | June 12, 2024
 
在线制作加拿大萨省大学毕业证文凭证书实拍图原版一模一样
在线制作加拿大萨省大学毕业证文凭证书实拍图原版一模一样在线制作加拿大萨省大学毕业证文凭证书实拍图原版一模一样
在线制作加拿大萨省大学毕业证文凭证书实拍图原版一模一样
 
一比一原版布拉德福德大学毕业证(bradford毕业证)如何办理
一比一原版布拉德福德大学毕业证(bradford毕业证)如何办理一比一原版布拉德福德大学毕业证(bradford毕业证)如何办理
一比一原版布拉德福德大学毕业证(bradford毕业证)如何办理
 
Learnings from Successful Jobs Searchers
Learnings from Successful Jobs SearchersLearnings from Successful Jobs Searchers
Learnings from Successful Jobs Searchers
 
一比一原版(surrey毕业证书)英国萨里大学毕业证成绩单修改如何办理
一比一原版(surrey毕业证书)英国萨里大学毕业证成绩单修改如何办理一比一原版(surrey毕业证书)英国萨里大学毕业证成绩单修改如何办理
一比一原版(surrey毕业证书)英国萨里大学毕业证成绩单修改如何办理
 
0624.speakingengagementsandteaching-01.pdf
0624.speakingengagementsandteaching-01.pdf0624.speakingengagementsandteaching-01.pdf
0624.speakingengagementsandteaching-01.pdf
 
How to overcome obstacles in the way of success.pdf
How to overcome obstacles in the way of success.pdfHow to overcome obstacles in the way of success.pdf
How to overcome obstacles in the way of success.pdf
 
在线办理(UOIT毕业证书)安大略省理工大学毕业证在读证明一模一样
在线办理(UOIT毕业证书)安大略省理工大学毕业证在读证明一模一样在线办理(UOIT毕业证书)安大略省理工大学毕业证在读证明一模一样
在线办理(UOIT毕业证书)安大略省理工大学毕业证在读证明一模一样
 
办理阿卡迪亚大学毕业证(uvic毕业证)本科文凭证书原版一模一样
办理阿卡迪亚大学毕业证(uvic毕业证)本科文凭证书原版一模一样办理阿卡迪亚大学毕业证(uvic毕业证)本科文凭证书原版一模一样
办理阿卡迪亚大学毕业证(uvic毕业证)本科文凭证书原版一模一样
 
BUKU PENJAGAAN BUKU PENJAGAAN BUKU PENJAGAAN
BUKU PENJAGAAN BUKU PENJAGAAN BUKU PENJAGAANBUKU PENJAGAAN BUKU PENJAGAAN BUKU PENJAGAAN
BUKU PENJAGAAN BUKU PENJAGAAN BUKU PENJAGAAN
 
Switching Careers Slides - JoyceMSullivan SocMediaFin - 2024Jun11.pdf
Switching Careers Slides - JoyceMSullivan SocMediaFin -  2024Jun11.pdfSwitching Careers Slides - JoyceMSullivan SocMediaFin -  2024Jun11.pdf
Switching Careers Slides - JoyceMSullivan SocMediaFin - 2024Jun11.pdf
 
体育博彩论坛-十大体育博彩论坛-体育博彩论坛|【​网址​🎉ac55.net🎉​】
体育博彩论坛-十大体育博彩论坛-体育博彩论坛|【​网址​🎉ac55.net🎉​】体育博彩论坛-十大体育博彩论坛-体育博彩论坛|【​网址​🎉ac55.net🎉​】
体育博彩论坛-十大体育博彩论坛-体育博彩论坛|【​网址​🎉ac55.net🎉​】
 
一比一原版美国西北大学毕业证(NWU毕业证书)学历如何办理
一比一原版美国西北大学毕业证(NWU毕业证书)学历如何办理一比一原版美国西北大学毕业证(NWU毕业证书)学历如何办理
一比一原版美国西北大学毕业证(NWU毕业证书)学历如何办理
 

Intro to data science - Webinar

  • 2. ABOUT ME I AM ANIRUDDHA KALBANDE AN ELECTRONICS & TELECOMMUNICATION ENGINEER YOU CAN REACH ME OUT ON GITHUB.COM/ANIRUDDHA1995/ EMAIL - AKALBANDE6@GMAIL.COM
  • 3. ANALYTICS IN USE Etihad Airways uses technology to harvest and analyse gigabytes of data generated by hundreds of sensors working inside its plane . This allows to monitor planes in real time , reduce fuel cost, manage plane maintenance, even spot problems before they happen. Many people use Facebook to update their status, share photos , and ‘like’ content .The Obama presidential campaign used all that data on the social network to not just find votes but to assemble an army of volunteers. One of the India’s highest - rated TV shows Aggregates and analyses the millions of messages it receives from viewers on controversial issues like female fetiches , caste discrimination and child abuse - and used that data to push for political change.
  • 4. ANALYTICS IN USE Recommendation systems used by Amazon, Flipkart, Ebay ,Netflix. Image recognition by Facebook for Tagging images. Digital Advertisements Speech Recognition by Google voice, Siri, Cortana. Self Driving Cars Fraud and Risk Detection Healthcare
  • 5. WHY ARE WE TALKING ABOUT DATA SCIENCE?
  • 6.
  • 7.
  • 8.
  • 9.
  • 10.
  • 11.
  • 12.
  • 13.
  • 14.
  • 15.
  • 16.
  • 17.
  • 18.
  • 19.
  • 20.
  • 21.
  • 22.
  • 23.
  • 24. CONCLUSION Data is being created at great velocity and that too in most unstructured and unorganised manner .
  • 26.
  • 27.
  • 28.
  • 29.
  • 30.
  • 31.
  • 32.
  • 33.
  • 34. SKILLS REQUIRED Problem solving skills Basic Programming Python Statistics Distributions (Binomial ,Normal,Chi Squared Distribution,Exponential Distribution,etc) Machine learning Concepts Python Directories such as Numpy ,Pandas, ScikitLearn , Matplotlib ,Etc)
  • 36. ANALYTICS USING DATA TO DISCOVER SOME PATTERN . GENERATE INSIGHTS AND VISUALS FROM THE PATTERNS .
  • 37. APPROACH TO ANALYTICS DEVELOPMENT Identify the data source or gather data. Select the right tools and technology Understand the business domain Process the data or data Cleaning Build mathematical model for analysis Visualise Learn , adopt , rebuild your analytics model
  • 38. TOOLS FOR ANALYSIS SAS ( Statistical Analysis Software) Python - ( Anaconda Data Science platform ) R - (RStudio) Matlab Tableau ,TensorFlow ,IBM Watson ,Cognos are the other extensions for Machine Learning and Analysis.
  • 39.
  • 40. FOR MORE UPDATES AND FUTURE SESSIONS LIKE OUR PAGE ON FACEBOOK HTTPS://WWW.FACEBOOK.COM/LEMURESTECHNOLOGIES/ THANKYOU PLEASE ANSWER THE POLLS.