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 AGIL BI Vattenfallsmodell Förvaltningsfokus Liten risk – hög kontroll Korrekthet Agil utveckling ”Tillräcklig” förvaltning Hanterad risk – ”fast fail” Snabbhet Copyright © 2015, SAS Institute Inc. All rights reserved. Innovation Lab Copyright © 2015, SAS Institute Inc. All rights reserved. Att utveckla… Copyright © 2015, SAS Institute Inc. All rights reserved. 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 Evidence-based decisions (Gartner, juni 2015) 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 Vetenskap •Data, Big Data, databaser, programmering, statistik, matematik, … •Systematisk, metodisk, objektiv, evidens, öppen, integritet, psykologi, … Data Scientist Affärer Verksamheten •Ekonomi, marknadsföring, kommunikation, trendanalytiker, … •Vision, mission, affärsidé, organisation, terminologi, … Copyright © 2015, SAS Institute Inc. All rights reserved. ANALYSTS VS. DATA SCIENTISTS 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% (MIT Sloan, 2014) 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. Att utveckla… Copyright © 2015, SAS Institute Inc. All rights reserved. UTFORSKNING SAS VISUAL ANALYTICS Copyright © 2015, SAS Institute Inc. All rights reserved. UTFORSKNING SAS VISUAL ANALYTICS Copyright © 2015, SAS Institute Inc. All rights reserved. ANALYS UTFORSKNING SAS ON HADOOP ANALYS ENKEL DATAFÅNGST Copyright © 2015, SAS Institute Inc. All rights reserved. UTFORSKNING ANALYS ENKEL DATAFÅNGST PRESTANDA Copyright © 2015, SAS Institute Inc. All rights reserved. UTFORSKNING SAS EVENT STREAM PROCESSING ANALYS ENKEL DATAFÅNGST PRESTANDA REALTID 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 Event Stream Processing Model Continuous Query Subscribe Publish Event Actions SAS In-Memory SAS-generated Insights Enrichment Data Analytic Models Business Rules Copyright © 2015, SAS Institute Inc. All rights reserved. UTFORSKNING ENKEL DATAFÅNGST PRESTANDA REALTID Copyright © 2015, SAS Institute Inc. All rights reserved. PRODUKTION ANALYS Att utveckla… Copyright © 2015, SAS Institute Inc. All rights reserved. SAS Forum 2015 Copyright © 2015, SAS Institute Inc. All rights reserved. #SASForumSE Tack! [email protected] [email protected] Copyright © 2015, SAS Institute Inc. All rights reserved. se.linkedin.com/in/johanelfman se.linkedin.com/in/erikstromgren
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