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Anchormen’s lessons learned Roadmap to Data Excellence

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Post on 24-Jan-2017

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Anchormen’slessonslearned

Roadmap to Data Excellence

22-09-16 2

Why isstarting with BigDatacomplex?

22-09-16 3

Lackofknowledge

Lotsofassumptions

Lotsofstakeholders

Talkaboutdatadriveninsteadof‘bigdata’

Startwiththerightpeople

22-09-16 4

Businessstakeholder

BigDataExpert

Datamanager

EnterpriseIT

Legalofficer

Goalsandusecases

22-09-16 5

Companystrategy

Concreteusecases

Prioritize

‘BigData’isnotagoal!

Dataassessment

22-09-16 6

Typesofdatasources

Volumesandvelocity

Dataquality

Fixdataissuesrightaway

Usecases

22-09-16 7

Oneusecaseatatime

Startwithasimplebutsexyone!

Donotbuildspaceships!Keepitsimpleandimproveitlater

Buildingit

22-09-16 8

Startsmall,growlater

Ifpossible,startinthecloud

Yourfirststepstaketime

Itisnotfree

Inoperation

22-09-16 9

Manage,evaluateandimprove

Addcases

Learn,itisoktofail!

Changeculture

DataDriven

Continuewiththerightpeople

22-09-16 10

Businessstakeholders

Dataengineers

Datascientists

Trainyourpeople(learn.mapr.com)

Givethemtimetoplay(andfail)

Resistance

22-09-16 11

BigDataisathread

Targetsarenotaligned

Peoplewantproof

Bepatient

Summarizing

22-09-16 12

Selecttherightteam

Defineyourgoals

Setupfirstversion

Performdataassessment

Defineandprioritizeusecases

Implement thefirstusecase

Manage,evaluateandimprove

Changeculture

Addcases

DataDriven

Training

Dealwithresistance,bepatient!