🚦AI Primer In Transportation

AI Premier is written by TRB AED50 Artificial Intelligence and Advanced Computing. The goal is to share AI and machine learning knowledge and best practices to the transportation professionals.

How do I use this Digital Book?

• Use as a reference book to learn ML knowledge by transportation professionals

• Use as a digital book by colleague students to learn ML concepts

• Use as a forum to share real-world examples and best practices of applying ML in transportation

Tenets of the AI Primer

• Focus on transportation professional as the main audience

• Contributed and maintained by TRB AED50 and the open source community

• Keep it practical guide with useful tips and examples

• Make it easy to self-teach the material and easy to read with simple languages

• Keep it update with up to date knowledge, tools, applications

Chapter 1 Introduction to Machine Learning

Chapter 2 Supervised Methods

Chapter 3 Unsupervised Learning

Chapter 4 Neural Network

Chapter 5 Deep Learning

Chapter 6 Reinforcement Learning

Chapter 7 Implementing ML and Computational Requirements

Chapter 8 Resources

References

Work With Us

Email us if you want to contribute to AI Premier. [email protected]