AI Literacy for Professionals (DSAIB03) – Outline

Detailed Course Outline

Module 1: AI for Business

  • What artificial intelligence is and isn't
  • Why and how AI can be used to achieve business goals
  • How to prepare for AI projects, including organizationally
  • Typical costs, assumptions, risks, and considerations
  • The current state of AI and the hype surrounding it
  • The potential future of AI

Module 2: Business perspectives on AI, Machine Learning and Deep Learning

  • Understand what AI, machine learning and deep learning means
  • Understand the different types of AI, machine learning, deep learning techniques and algorithms
  • Understand some of the common tradeoffs and considerations associated with AI and machine learning

Module 3: Real-world Applications of AI

  • You will learn about the following topics at a high-level, which you can apply when considering your next AI project.
  • Many different types of real-world AI and machine learning applications, including prediction, recommender systems, recognition, computer vision, clustering, anomaly detection, natural language, and more.