Module 3: Business Understanding
Overview
This module will guide you through setting up a AI/ML use case end-end from a business understanding & project management perspective.
What you’ll learn
How to approach and work through machine learning use cases with your customers and stakeholders to design and build soltuions.
Materials include:
- Presentation: Tackling AI projects - from idea to integration to value realization
- Excel Template: Calculate a Business Case for AI (use for practice/reference)
- Tutorial: Real World Applications of ML that provides more case studies and examples.
Topic Kickoff
Resources | Links |
---|---|
Recording | Recording |
Presentation | Presentation |
Business Case Template | Business Case Template |
Table of Contents
Please review the presentation and materials (the first half of presentation is covered in the recording as well). Then the following tutorial walks through use cases and types of machine learning problems. Don’t worry too much about the specific algorithms mentioned (though if any are of interest or in your field feel free to explore those links!). Focus primarily on the types of business problems and the high-level approaches.
Resources | Links |
---|---|
Tutorial | Real World Applications of ML |
Additional / Optional Resources
More materials that may be helpful as you start working through machine learning projects.
- Azure Architecture Design Center - data science process
- Azure Architecture Design Center - AI for predictive maintenance
- Use cases by domain/industry
- Azure Project Template