Big Data, AI, ML: Strategy, Busienss-model, Monetization and Future
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CAPITALIZE BIG DATA Version: 2.13 / Release: 20 March 2017 / Update: 12 April 2017
Transcript of Big Data, AI, ML: Strategy, Busienss-model, Monetization and Future
CAPITALIZEBIG DATA
Version: 2.13 / Release: 20 March 2017 / Update: 12 April 2017
NEW RESOURCE
CAR
AIDATA
OIL
INSIGHT AI
ANALYSIS
PROCESSING
STORAGE
GATHERINGPR
OD
UC
TIO
N
VA
LUE
CHAIN VALUE
PRESENT CLARITYINTERPRET VERACITY
MODEL INTEGRITYCLASSIFY ACCURACYPROCESS QUALITY
AGGREGATE VARITYDISTRIBUTE ACCESSIBILITY
RECORD VOLUMECONNECT VELOCITYCOLLECT PRECISION
AI REASONING, VISUALIZATION, UX, INDEX, SEARCH
ML PATTERNS, GRAPHS, FACTOR, CLUSTER, A/B, SAMPLE, PCA
API VALIDATION, LINEAGE, OSR, RECOGNITION, PROFILES
SAN IN-MEMORY, SERVERS, GRID, SMP, MPP, DAS, SECURITY
IoT SENSORS, TRACKING, RFID,STREAM, Wi-FI, BOT, 5G, NFS
DA
TATE
CH
PRODUCT MODEL
APPCOMPLEXSOLUTION
MODELKNOWLEDGEAS A SERVICE
ALGORITHMPROCESSINGAS A SERVICE
DATACENTERINFRASTRUCTURE
AS A SERVICE
SOURCEDATA SUPPLYAS A SERVICE
AIF
UN
CTI
ON
S PREDICTION OPERATIONANALYZE INPUTS
TO ESTIMATEALL POSSIBLEOUTCOMES
CONTROL ANDMANIPULATEMACHINES OR
OBJECTS
SOLVING PLANNINGSELECT THE
BEST OPTIONSOR THROUGH
THE REASONING
SETUP GOALS AND ACHIEVE
THEM IN MOSTEFFECTIVE WAY
BUSINESSACCURATE INSIGHTADVANCED PLANNINGREDUCED COSTZERO RISKS
PERSONALSMART ADVISERCONTROLLED HEALTHPERSONALIZED SERVICESEASY LIFE
SOCIETYFAIR REGULATIONSAFE CITIESOPEN KNOWLEDGEHEALTHY ENVIRONMENT
NEW
VA
LUE
ROBOTS CONTROLDRIVE, BUILD
AND OPERATE ALMOST EVERY
PHYSICAL WORK
EVERYTHINGRECORDED,ANALYZED
AND MANAGED
SCIENCE TECHNOCRACY
IMPROVEDSOCIETY,
HEALTH ANDENVIRONMENT
PLANET RULEDBY SCIENTISTS,
DESIGNERS AND TECH GEEKS
FUTU
RE
SOO
N
SMALLEFFECTIVE ONLY IF DATACOMPLETE, ACCURATE AND CORRECTLY PROCESSED
LIMITEDBASED ON ASSUMPTIONSAND PERSONAL DEFINITIONOF PROBLEM OR SOLUTION
EXPENSIVECOSTLY AND COMPLICATEDWITH NO VITAL AFFECT ONBUSINESS OR PERSONAL LIFE
NOTTODAY
FEARREVEALS EVERY ACTIONAND AUTOMATES MOSTJOBS OR PROCESSES
POWERCRASHES ECONOMYSYSTEM WITH NO ANY ALTERNATIVE AVAILABLE
ECOSYSTEMREQUIRES COLLABORATIONAND SCIENTIFIC APPROACHBETWEEN ALL STAKEHOLDERS
AIPITFALLS
STRATEGY
AIDIGITALPRODUCT
RESEARCH
DEVELOPMENT
VISION, P&L , KPIsBUSINESS-MODEL,
MONETIZATION
TECHNOLOGIES, IT, ALGORITHMS
AGILE, PRIORITIZATION,UX, CUSTOMER DISCOVERY
IVANOPh.D., MBA
EXPERTISE• DIGITAL STRATEGY• PRODUCT OWNER
COMPETENCIESR&D, AGILE, M&A, P&L, KPIs, MODELS AND MONETIZATION
[email protected] • CONSULTING
• CHIEF PRODUCT OFFICER• DIGITAL INNOVATIONS• MENTOR OR SPEAKER
Ishmelev
DIGITAL BUSINESS
DATA MEDIA
RECOMMEND MORE
BIG PICTURE
RECOMMEND MORE
DEEP LEARNING
ADD YOUR LOGO
BIG BUSINESS
OPEN LOST
• DATA STRATEGIST• PRODUCT DESIGNER• DATA SCIENTIST• DATA TRADER• PROCESS ARCHITECT• AI PROGRAMMER• ROBOT OPERATOR• CASE ANALYST
• MARKETING, SALES• FINANCE, TAXES• RECRUITING• DRIVER, PILOTS• REAL ESTATE• MANUFACTURE• OPERATORS• SECURITY
DATA JOB
TRUE OR FALSE• DATA IS RESOURCE, NOT A SOLUTION• BIG DATA = ALL DATA• DATA REQUIRES GLOBAL INFRASTRUCTURE• AI IS MORE ABOUT PRODUCT, THEN MATH• TECHNOLOGY IS TOO EARLY TO BE EFFECTIVE• ECONOMY IS NOT READY FOR AI• SHORTAGE OF DATA STRATEGISTS
INTERNET OF THINGS (IoT) RECOGNITION GRIDDARK DATA ARTIFICIAL INTELLIGENCE (AI) GRAPHAPI COMPUTING MACHINE LEARNING (ML) INDEXPROCESSING OSR DATA SELF-SERVICE CLOUD DASPREDICTION VISUALIZATION ANALYSIS TRACKINGSINGULARITY CHIEF DATA OFFICER BIG MEMORYPROFILE INSIGHT BACKUP ZOOKEEPER MODELINGTAGS DATIFICATION NLP ALGORITHM METADATADATA SCIENCE PYTHON PCA DATA PROVIDER WEBBLOCKCHAIN CLUSTER HBASE MAHAOUT FACTORNEURAL DATA LAKE COMPUTER VISION FILE HDFSPATTERNS SERVERS INPUT COGNITIVE REASONINGKAFKA STORM MAPPING PERCEPTION SEMANTICAUTHENTICATION STREAM AMBARI LINEAGE OOZIPIG MULTILAYER ARCHITECTURE TDA DREMEL A/BEXABYTE GREMLIN SAMPLING LOG PREGEL SCRIPTNETWORK RFID YARN R DEEP LEARNING CASCADEHADOOP SMART DATA MAPREDUCE DASHBOARDHYPERTABLE FLUME SQOOP GROUP DATA LUCENERAJAK REDIS MONGO HIVE IMPALA DRILL GIRAPHDATA OWNERSHIP PLATFORM CONTENT SOLR CODE
HERE
BIG THANKS
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OTHER SLIDES
CONTINUOUSDEVELOPMENT
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