Course details

Planning AI Implementation

Planning AI Implementation


Overview/Description
Expected Duration
Lesson Objectives
Course Number
Expertise Level



Overview/Description

Before tackling AI, you need to understand the issues surrounding implementation. Discover why you need AI, how to approach organizational talent and strategy, and how to prepare for AI architecture.



Expected Duration (hours)
0.8

Lesson Objectives

Planning AI Implementation

  • describe how adopting an AI strategy requires proper expectations and buy-in
  • specify the various organizational challenges surrounding the adoption of AI
  • describe personnel training and how an AI implementation requires training
  • describe the role that data and algorithms play in an organizational AI implementation
  • specify why AI is commonly misinterpreted as substitution for personnel and how it should be considered as a complement to personnel
  • describe the ways that an organization can plan and develop AI capability
  • describe the challenges facing management when developing an AI solution and how it can impact personnel
  • specify the pitfalls of AI and why they should be avoided
  • describe the common elements of an organizational AI strategy
  • specify the various issues surrounding data, data quality, and the concepts of training, overfitting, and bias
  • describe the elements organizations need to understand in order to assess AI needs and tools
  • discuss the various aspects of AI an organization needs to address to plan for AI
  • Course Number:
    it_mlpaitdj_01_enus

    Expertise Level
    Beginner