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The Data & AI Imperative: Designing Strategies for Exponential Growth
Formulating and Implementing an AI Strategy
Curriculum
4 Sections
30 Lessons
10 Weeks
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Chapter 14 Selecting and Scoping a Winning Use Case
6
1.1
Documenting Your Potential Use Case Options
10 mins
1.2
Selection Criteria for Foundation Models
10 mins
1.3
Identifying and Recommending Your Winning Use Case
10 mins
1.4
Defining the Scope, Schedule, Stakeholders, and KPIs for the Intended Data Initiative
10 mins
1.5
How to Write a Project Charter
10 mins
1.6
How to Pitch Your Project to High-Influence Stakeholders
10 mins
Chapter 15 Evaluating All Relevant Resources
10
2.1
Clarifying Intended Users and Their Needs
10 mins
2.2
Evaluating Data Resource Needs
10 mins
2.3
Evaluating the Data Architecture That Is Relevant to the Project
10 mins
2.4
Addressing Data Skills and Literacy Gaps
10 mins
2.5
Developing Training Plans
10 mins
2.6
Formulating Hiring Recommendations
10 mins
2.7
Assessing Vendor Relationships and Recommending a Plan for Vendor Management
10 mins
2.8
Addressing Ethical and Societal Implications of Foundation Models
10 mins
2.9
Monitoring and Maintenance Challenges When Building with Foundation Models
10 mins
2.10
Advanced Risk Mitigation and Management in Data Projects
10 mins
Chapter 16 Data Strategy Recommendations for Reaching Future State Goals
3
3.1
Exploring the Anatomy of a Technical Strategic Plan
10 mins
3.2
Deep Diving into the Foundational Overview
10 mins
3.3
Defining Your Technical Vision
10 mins
Chapter 17 Finalizing Your Strategic Plan
11
4.1
Creating an Implementation Road Map
10 mins
4.2
Compliance Requirements
10 mins
4.3
Resource Allocation and Budget
10 mins
4.4
Stakeholder and Departmental Alignment
10 mins
4.5
Training and Hiring Recommendations
10 mins
4.6
Risk Management and Contingencies
10 mins
4.7
Monitoring and Management Mechanisms
10 mins
4.8
Advanced Project Management for Data Strategies
10 mins
4.9
Wrapping Up Your Strategic Plan
10 mins
4.10
Tools, Technologies, and Resources for Streamlined Implementation
10 mins
4.11
This Is Just the Beginning
10 mins
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