Course Code:
aiexbesp
Duration:
7 hours
Overview:
This course has been created for managers, solutions architects, innovation officers, CTOs, software architects and anyone who is interested in an overview of applied artificial intelligence. This course focuses both on the traditional AI path but also recent trends such as ChatGPT and also how to share your AI strategy.
Course Outline:
Artificial Intelligence History & Components:
- Computation history and reasoning
- Application of AI in society
Classical Machine Learning
- Areas and types of ML?
- Supervised vs unsupervised learning
- What is the classic machine learning workflow?
- Examples and case studies
Generative AI
- Types of Generative AI
- What should be your GenAI strategy?
- Examples and case studies
ChatGPT & Large Language Models
- What is a language model?
- What was the technological breakthrough and why now?
- Examples and case studies
AI within your Organization:
- What do I need to get started?
- How do I know if I’m ready?
- Where to begin.
- Discussion
AI Job Market:
- Market landscape?
- What talent is required?
- How to source such talent?
Forward Looking Insight
- Where are we going from here?
- Conclusions and closing remarks