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Description
Objectives
The participants will be able to :
Understand both benefits and risks, as well as the aspects of AI that may fit the needs of their Organisation,
Apply a methodology to identify and evaluate the potential ROI for AI solution implementation.
Programme
Day 1
Introduction
Mapping AI Technologies and their potential & their risks
Mapping AI Techniques and their usage & their limits
Atelier Session : Where does your organisation stand currently
List Problems of your organization that AI can solve in your opinion
Explain how and the perceived benefits
List the data requirements behind
Focus on Data stacks & processing requirements : Relational, time-series and graph tools; what can be escaped and what can’t
How to perform an unbiased AI readiness assessment in your organisation?
Atelier Session : Perform the AI readiness assessment of your organisation
How to identify what AI technologies and techniques is/are relevant to your organisation and processes: The performance audit approach (3E)
How to design an AI initiative that delivers value:
Methodology
Tools
AI Project Business Plan
Presentation of AI cases
Case study focused on your organisation through an interactive exercise using the acquired knowledge based on your organisation’s :
Select one case and build the Programme Logic Model
Determine the benefits
Define business requirements
Ideation session with our experts
Day 2
Demystifying Data Science
Focus on neural networks and machine learning
Understanding the data stream of an AI project :
Data preparation
Data discovery
Data modelling
Deployment ServiceS
AI project Key Success Factors :
Why do AI projects fail
Why do AI projects succeed
The human aspect of an AI project
The ethical aspect of an AI project
Atelier Session: Identify the risks of the Project and the Mitigation Strategies that could be implemented
Atelier Session: A POC for your organisation :
Formulate the Global Vision
Define the Roadmap of Vision Implementation
Design a Proof of Concept Project to start implementing this vision
Identify the data needs and haves of the POC
Refine the Programme Logic Model of the POC
Review ethical, bias, and privacy aspects of the POC
Atelier Session: A POC for your organisation :
Map Risks and Mitigation Plan
Estimate the effort (standardization and process realignment / reengineering) and the cost of the POC
Estimate the Benefits of the POC over 1 year
Calculate the ROI of the POC
Conditions
Course Material
The training material will be handed out at the beginning of the course.
Certificate
At the end of the training, participants will receive a certificate of attendance issued by the House of Training.
Location
L-1615 Luxembourg
Luxembourg