AI Projects: Plan, Track, Deliver
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AI Projects: Plan, Track, Deliver
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December 2025
See how employees at top companies are mastering in-demand skills
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- Learn new concepts from industry experts
- Gain a foundational understanding of a subject or tool
- Develop job-relevant skills with hands-on projects
- Earn a shareable career certificate
There is 1 module in this course
AI projects involve shifting data, evolving models, and strict governance needs that traditional project management often cannot address. This short course helps you plan, track, and deliver AI initiatives using practical, job-ready tools. Youβll learn to track project health, evaluate deliverables for quality, and apply agile and CRISP-DM methods for adaptive progress. By the end, youβll be able to identify risks early and lead AI projects with confidence.
AI projects involve shifting data, evolving models, and strict governance needs that traditional project management often cannot address. This short course helps you plan, track, and deliver AI initiatives using practical, job-ready tools. Youβll learn to track project health, evaluate deliverables for quality, and apply agile and CRISP-DM methods for adaptive progress. By the end, youβll be able to identify risks early and lead AI projects with confidence.
What's included
11 videos4 readings4 assignments
11 videosβ’Total 36 minutes
- Getting Started: Plan, Track, Deliverβ’2 minutes
- Why Traditional Tracking Failsβ’4 minutes
- Forecasting a 15% Overrunβ’3 minutes
- Case: Cutting Scope to Recoverβ’2 minutes
- Why Deliverables Make or Break Projectsβ’4 minutes
- Milestone Reviews in Actionβ’3 minutes
- Case: Reviewing a Data Packageβ’3 minutes
- Iteration for AI Project Successβ’6 minutes
- Iterative AI in Actionβ’3 minutes
- Case: Capturing Artefactsβ’4 minutes
- Congratulations and Continuous Learning Journeyβ’2 minutes
4 readingsβ’Total 27 minutes
- Hybrid Metrics: Agile & EVMβ’7 minutes
- From Burndown to Forecastsβ’5 minutes
- Acceptance Criteria Explainedβ’8 minutes
- Iterative Project Governance and Lifecycle Monitoring for AI Programsβ’7 minutes
4 assignmentsβ’Total 70 minutes
- Plan, Track, Deliver: AI Project Capstoneβ’25 minutes
- HOL: Forecasting Trouble in Practiceβ’15 minutes
- HOL: Governance in Action: Approve or Reject?β’15 minutes
- HOL: Build a CRISP-DM & Scrum Planβ’15 minutes
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