Managing AI Deployment Projects, Part 1

Coursera MOOC / Non-credit USD 49
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Managing AI Deployment Projects, Part 1

About this course

This course introduces the PMI Cognitive Project Management for AI (CPMAI) framework, providing you with a structured, repeatable methodology for successfully planning, managing, and executing complex AI projects. You will gain the practical expertise needed to navigate the entire AI development lifecycle. You will gain practical skills in aligning AI initiatives with business objectives, assessing data feasibility, preparing and managing robust data pipelines, efficiently developing and evaluating AI models, and finally, operationalizing AI systems for long-term success. Completing this course provides a significant competitive advantage. You will not only master project management principles tailored to AI, but also learn to embed trustworthy AI practices—covering governance, ethics, and continuous monitoring—into every phase of development. What makes this program unique is its practical, real-world orientation. Unlike traditional project management courses, this program is data-centric, iterative, and vendor-neutral. This ensures you can immediately apply the CPMAI framework across diverse industries, technologies, and organizational contexts. By the end of this specialization, you will be equipped with a structured, repeatable methodology needed to reduce AI project failure rates and drive sustainable business value via new AI infrastructure. This positions you as a critical leader in today's demanding, AI-powered world.

What you'll learn

  • navigate the AI development lifecycle
  • align AI initiatives with business objectives
  • assess data feasibility
  • prepare and manage data pipelines
  • develop and evaluate AI models
  • operationalize AI systems

Course objectives

  • reduce AI project failure rates
  • embed trustworthy AI practices into project management
  • drive sustainable business value through AI infrastructure

Skills you'll gain

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