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Copyright © 2015, SAS Institute Inc. All rights reserved.
Trender inom BI och analys
Johan Elfman & Erik Strömgren, SAS Institute
Copyright © 2015, SAS Institute Inc. All rights reserved.
Copyright © 2015, SAS Institute Inc. All rights reserved.
Copyright © 2015, SAS Institute Inc. All rights reserved.
Att utveckla…
Copyright © 2015, SAS Institute Inc. All rights reserved.
BI-MODAL IT
TRADITIONELL BI
VattenfallsmodellFörvaltningsfokus
Liten risk – hög kontrollKorrekthet
Agil utveckling”Tillräcklig” förvaltning
Hanterad risk – ”fast fail”Snabbhet
AGIL BI
Copyright © 2015, SAS Institute Inc. All rights reserved.
Innovation Lab
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HUR FATTAR VI BESLUT?
"the process of everybody preparing and bringing argumentation to the table, and the highest-ranking executive decides based on his or her preexisting opinion."
Data-driven culture
(Gartner, juni 2015)
Evidence-based decisions
Copyright © 2015, SAS Institute Inc. All rights reserved.
DATA-DRIVEN KULTUR
Pervasive use of data in business processes
Data and analytics at the heart of both strategic and tactical decision making
Treating information as an asset
Using data and analytics as a catalyst for improved trust
Ability to confront the brutal facts
(Gartner, juni 2015)
Copyright © 2015, SAS Institute Inc. All rights reserved.
ANALYSKOMPETENSKLYFTAN
2018 kommer det i USA att saknas 140 000 – 190 000 avancerade analytiker (McKinsey)
Data Scientist
Citizen Data Scientist (x10)
Copyright © 2015, SAS Institute Inc. All rights reserved.
VAD ÄR EN DATA SCIENTIST?
Analys
•Data, Big Data, databaser, programmering, statistik, matematik, …
Vetenskap
•Systematisk, metodisk, objektiv, evidens, öppen, integritet, psykologi, …
Affärer
•Ekonomi, marknadsföring, kommunikation, trendanalytiker, …
Verksamheten
•Vision, mission, affärsidé, organisation, terminologi, …
Data Scientist
Copyright © 2015, SAS Institute Inc. All rights reserved.
(MIT Sloan, 2014)
Analysts Data Scientists
Data types Structured and semistructured, mostly numeric data
All types, including unstructured, numeric and nonnumeric data
Nature of work Report, predict, prescribe and optimize
Explore, discover, investigate and visualize
Mind set Explore new ideas: 58%Gain insights outside of formal projects: 54%
Explore new ideas: 85%Gain insights outside of formal projects: 89%
ANALYSTS VS. DATA SCIENTISTS
Copyright © 2015, SAS Institute Inc. All rights reserved.
VARFÖR ANLITA EN DATA SCIENTIST?
Anlita inte en Data Scientist för att:
• Skapa rapporter
• Köra dina analysverktyg
• Förändra din kultur
Anlita en Data Scientist för att:
• Lösa dina affärsproblem
• Välja rätt analysverktyg för dig
• Möjliggöra förändring
https://www.linkedin.com/pulse/3-reasons-you-dont-need-data-scientist-do-jim-davis?trk=prof-post
Copyright © 2015, SAS Institute Inc. All rights reserved.
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UTFORSKNING
SAS VISUAL ANALYTICS
Copyright © 2015, SAS Institute Inc. All rights reserved.
ANALYS
UTFORSKNING
SAS VISUAL ANALYTICS
Copyright © 2015, SAS Institute Inc. All rights reserved.
ANALYS
ENKEL DATAFÅNGST
UTFORSKNING
SAS ON HADOOP
Copyright © 2015, SAS Institute Inc. All rights reserved.
ANALYS
ENKEL DATAFÅNGST
PRESTANDA
UTFORSKNING
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ANALYS
ENKEL DATAFÅNGST
PRESTANDA
REALTID
UTFORSKNING
SAS EVENT STREAM PROCESSING
Copyright © 2015, SAS Institute Inc. All rights reserved.
FOKUS INOM BIG DATA FÖRÄNDRAS –STRÖMMANDE ANALYS FÖR SNABBARE BESLUTSFATTANDE
Copyright © 2015, SAS Institute Inc. All rights reserved.
SAS-generated Insights
Enrichment Data
Event Actions
SAS In-Memory
SAS® Event Stream Processing Model
Continuous QueryP
ub
lish
Sub
scri
be
Analytic Models
Business Rules
Copyright © 2015, SAS Institute Inc. All rights reserved.
PR
OD
UK
TION
ANALYS
ENKEL DATAFÅNGST
PRESTANDA
REALTID
UTFORSKNING
Copyright © 2015, SAS Institute Inc. All rights reserved.
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SAS Forum 2015
Copyright © 2015, SAS Institute Inc. All rights reserved.
Tack!
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