Course Category: AI Project Management

CPMAI Methodology Phase VI: Model Operationalization

In this course we’ll walk you through phase VI of the CPMAI Methodology. In this phase, you’re focused on putting your models into operation, also called model operationalization. We discuss a deployment plan, a monitoring and maintenance plan, as well as additional considerations needed for model operationalization. You’ll gain an understanding of AI project management …

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CPMAI Methodology Phase V: Model Evaluation

In this course we’ll walk you through Phase V of the CPMAI Methodology. This phase is focused onmodel evaluation, including use of training learning curves, confusion matrix evaluation considerations, real-world model testing and validation, and other necessary steps for evaluating your model. You’ll gain an understanding of AI project management including product development & prototyping …

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CPMAI Methodology Phase I: Business Understanding

In this course we’ll walk you through Phase I of the CPMAI Methodology: Business Understanding. In this phase, we’ll help you with business understanding including answering what are your core business requirements and objectives, provide you with AI-relevant considerations, and an assessment of the business situation. You’ll gain an understanding of AI project management including …

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Best Practices & Methodologies for Successful AI Implementation

Knowing best practices for implementing AI on a large scale is critical for the success of your project. Existing methodologies that are either application development-centric or enterprise architecture focused or rooted in hardware or software development approaches face significant challenges when faced with the unique lifecycle requirements of AI projects. It’s also important to know …

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