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.