Smart analytics and ai rajesh iyer cwin18 nyc

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Typical enterprise AI programs, scaling experiments, delivering impact

September 18th, 2018 © 2018 Capgemini. All rights reserved. 1
Smart Analytics & AI
Rajesh Iyer

© 2018 Capgemini. All rights reserved. 2September 18th, 2018
60 Poor Use Case
Doubled Down
85 % Fail Solution:
Try Many
Problem:
Typical Enterprise AI Programs are Set-up for Failure

© 2018 Capgemini. All rights reserved. 3September 18th, 2018
2
3
4
5
1
6 YOUR
GREAT
TITLE
SOLUTION
DECISION
Deployment Engineering
• Code (MOJO, POJO, PMML, &c.)
• APIs (Flask, Django, Thrift, &c.)
Feature Engineering
• Domain Agnostic
• Domain Driven
Decision Engineering
• Insight Models
• Explanation Models
Solution Engineering
• Problem + Solution Definitions
• Critical Success Factors
Methods Engineering
• Coaching Modelers
• Validating Work
Data Engineering
• Extraction from Sources
• Analytical Data Set (“ADS”)
1
2
3
4
5
6
Skill Groupings
IT/Analyst Business Science
Scaling Experiments: Skill-Mix to Drive Impact

© 2018 Capgemini. All rights reserved. 4September 18th, 2018
Integration
Platforms
Inference
Model
Explainable
Model
Deployment
Platforms
• Data Munging • Feature
Engineering
• Algorithms
• Ensembles
• Global
• Local
• Individual
• Code
• APIs
Scaling Experiments: AI for AI

© 2018 Capgemini. All rights reserved. 5September 18th, 2018
Prove
Concept
Work
Alongside
Scaling
Resources
What Does a Success Partnership Look Like?:
Phase 1: Strengthen AI Capabilities
Phase 2: Scales Up XAI Efforts to Accelerate Impactful Solutions
Phase 3: Capgemini Provides any Support as Needed When Needed
Delivering Impact: How can Capgemini Help?

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presentation ICT roal in 21st century education

presentation ICT roal in 21st century education

presentation ICT roal in 21st century education

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Introduction to Multilingual Retrieval Augmented Generation (RAG)

Introduction to Multilingual Retrieval Augmented Generation (RAG)

Apidays New York 2024 - The value of a flexible API Management solution for O...

Apidays New York 2024 - The value of a flexible API Management solution for O...

Apidays New York 2024 - The value of a flexible API Management solution for O...

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"I see eyes in my soup": How Delivery Hero implemented the safety system for ...

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Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff

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Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...

Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...

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ICT role in 21st century education and its challenges

ICT role in 21st century education and its challenges

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Smart analytics and ai rajesh iyer cwin18 nyc

1. September 18th, 2018 © 2018 Capgemini. All rights reserved. 1 Smart Analytics & AI Rajesh Iyer

2. © 2018 Capgemini. All rights reserved. 2September 18th, 2018 60 Poor Use Case Doubled Down 85 % Fail Solution: Try Many Problem: Typical Enterprise AI Programs are Set-up for Failure

3. © 2018 Capgemini. All rights reserved. 3September 18th, 2018 2 3 4 5 1 6 YOUR GREAT TITLE SOLUTION DECISION Deployment Engineering • Code (MOJO, POJO, PMML, &c.) • APIs (Flask, Django, Thrift, &c.) Feature Engineering • Domain Agnostic • Domain Driven Decision Engineering • Insight Models • Explanation Models Solution Engineering • Problem + Solution Definitions • Critical Success Factors Methods Engineering • Coaching Modelers • Validating Work Data Engineering • Extraction from Sources • Analytical Data Set (“ADS”) 1 2 3 4 5 6 Skill Groupings IT/Analyst Business Science Scaling Experiments: Skill-Mix to Drive Impact

4. © 2018 Capgemini. All rights reserved. 4September 18th, 2018 Integration Platforms Inference Model Explainable Model Deployment Platforms • Data Munging • Feature Engineering • Algorithms • Ensembles • Global • Local • Individual • Code • APIs Scaling Experiments: AI for AI

5. © 2018 Capgemini. All rights reserved. 5September 18th, 2018 Prove Concept Work Alongside Scaling Resources What Does a Success Partnership Look Like?: Phase 1: Strengthen AI Capabilities Phase 2: Scales Up XAI Efforts to Accelerate Impactful Solutions Phase 3: Capgemini Provides any Support as Needed When Needed Delivering Impact: How can Capgemini Help?