mlaas - machine learning for the rest of us
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MlaaS - maChiNe LeaRniNg For thE rEst of us
Anders Breivikabr@knowit.no
twitter.com/anders_b Fredrikstad 2016
MlaaS - maChiNe LeaRniNg For thE rEst of us
MlaaS - maChiNe LeaRniNg For thE rEst of us
*aas
MlaaS - maChiNe LeaRniNg For thE rEst of us
mlaAs
MacHinE lEarNinG aS a seRviCe
MlaaS - maChiNe LeaRniNg For thE rEst of us
MlaaS - maChiNe LeaRniNg For thE rEst of us
MlaaS - maChiNe LeaRniNg For thE rEst of us
• White and black box
• Custom Python and R scripts
• Azure Storage and Hadoop
AZurE MAchIne leArnNg
MlaaS - maChiNe LeaRniNg For thE rEst of us
• Black box
• Classification and regression
• Incremental data upload
GOogLe PreDicTioN aPi
MlaaS - maChiNe LeaRniNg For thE rEst of us
• Black box, automated solution
• Scalability
• Data in RDS, S3, Reshift
AMazOn MacHinE lEarNing
THe web chAptErA SCIENCE AREA IN KNOWIT OBJECTNET
• Insight, data visualization and exploration
• Unstructured data
Ibm waTsoN
THe web chAptErA SCIENCE AREA IN KNOWIT OBJECTNET
• White box
• Model introspection
• Decision trees
• Fully managed, self managed or on premises
bIgml
MlaaS - maChiNe LeaRniNg For thE rEst of us
DEmoCraTizAtiOnCommOdiTizAtiOn
DatA ovEr AlgOriThms
MlaaS - maChiNe LeaRniNg For thE rEst of us
DemO tIme!
MlaaS - maChiNe LeaRniNg For thE rEst of us
‘the inTelLigEnt soSiaL MEdiA POstEr’
MlaaS - maChiNe LeaRniNg For thE rEst of us
MlaaS - maChiNe LeaRniNg For thE rEst of us
“twitter” , ”Presenting at JavaZone today, the live demo will fail, I’m sure of it.”“twitter” , ”It failed. As I expected. Next year, no live demo.”“facebook” , ”Thank god it’s Friday. Whoop, whoop!”“facebook” , ”Way too early to be up, can’t the kids learn to make their own Saturday breakfast?”…
MlaaS - maChiNe LeaRniNg For thE rEst of us
MlaaS - maChiNe LeaRniNg For thE rEst of us
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ActUal
PRedIctEd
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10 112 128
67(69%) (31%)
(8%) (92%)
MlaaS - maChiNe LeaRniNg For thE rEst of us
Anders Breivikabr@knowit.no twitter.com/anders_b github.com/abrabr
THanKs
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