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Business Analyst - IAM Requirements for AI/ML Projects
Rating: 3.5 out of 5(1 rating)
4 students

Business Analyst - IAM Requirements for AI/ML Projects

A Comprehensive Overview on defining IAM Requirements for AI/ML Projects
Created bySavitha Muthukrishnan
Last updated 10/2025
English

What you'll learn

  • This Course is for Business Analysts in the Identity and Access Management Domain and is focused on IAM for AI/ML Projects.
  • The Course provides a detailed overview of defining IAM Requirements for AI/ML Projects.
  • The Course also equips Business Analysts with various Questions to ask as part of requirements gathering.
  • Completing this course will enable Business Analysts to be better equipped with the knowledge on various IAM controls as they relate to the AI/ML Projects

Explore related topics

Course content

1 section • 13 lectures • 3h 19m total length

  • Introduction11:51
  • Test your Knowledge
  • IAM for AI Projects20:03

    This module provides an introduction to IAM for AI Projects.

  • Knowledge Check
  • IAM for AI Projects - Human and Non Human Identities16:51

    This module provides an Overview on Identities.

  • AI/ML Project Lifecycle and IAM Controls48:25

    This module provides an Overview on the AI/ML Project Lifecycle and related IAM controls.

  • Quiz – IAM Controls
  • IAM for AI Projects - Questions to Ask2:52

    This module provides an overview on the Questions to ask as a Business Analyst.

  • IAM for AI Projects - Questions to ask - walk through16:12
  • Quiz - Questions to Ask
  • IAM for AI Projects - Functional Requirements22:59

    This module provides an overview on the Functional Requirements

  • IAM for AI Projects - Non Functional Requirements12:15
  • IAM for AI Projects - Scenario 18:31
  • IAM for AI Projects - Scenario 28:26
  • IAM for AI Projects - Scenario 316:23
  • IAM for AI Projects - Scenario 47:31
  • IAM for AI Projects - Scenario 57:19
  • Summary Quiz

Requirements

  • Familiarity in IAM Core concepts is recommended. You can leverage my course Business Analyst – Identity and Access Management domain as a perquisite to this course.
  • You can also leverage my Course Gen AI for Business Analysts - Introductory Course to gain familiarity on AI/ML Projects.

Description

This Course is designed for Business Analysts already familiar with the Identity and Access Management Domain as well as for those aspiring to venture in to that domain, and is focused on IAM  Requirements for Artificial Intelligence (AI)/Machine Learning (ML) Projects.


The course includes lectures covering the following Topics in detail:

Introduction – covering key differences between IAM in Traditional and AI/ML Projects

Human and Non Human identities in AI/ML Projects

AI/ML Project Life Cycle and related IAM Controls

Questions to ask as a Business Analyst while gathering IAM Requirements for AI/ML Projects

Functional and Non Functional IAM Requirements for AI/ML Projects


The lectures cover a detailed overview of how to align the Core IAM concepts and controls to the various phases of the AI/ML Project Lifecycle as well as the right questions one should ask as Business Analyst while gathering and defining IAM Requirements for AI/ML Projects.

At the end of this course, students will be able to comfortably apply the learnings as part of their day to day role as a Business Analyst, and feel confident in applying most of these Requirements in the respective IAM Solutions defined in their Organization as well.


A Glossary of key AI Terms is included as part of this Course.


Happy Learning!


Who this course is for:

  • Business Analysts aspiring to enhance their knowledge on the IAM Domain for AI/ML Projects.

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