AI/ML Resources
The understanding and use of artificial intelligence (AI) is rapidly expanding across industries and around the globe. Learn more about the fields of AI, machine learning (ML), and data science (DS) by visiting the links below.
General Information
Blogs and Articles
- OpenAI
- Distill
- DLabs.ai
- “Artificial Intelligence in Health Care: Benefits and Challenges of Machine Learning Technologies for Medical Diagnostics” – GAO
- “The Potential for Artificial Intelligence in Healthcare” – NIH
Video Courses & Tutorials
- AI for Everyone
This non-technical course helps you understand AI, identify opportunities to use it in your own work, and explore how AI is impacting society. - Elements of AI
This series of free online courses was created by Reaktor and the University of Helsinki. It covers what AI is, what it can and can’t do, and beginner methods. - Machine Learning Crash Course
This is a self-study guide for aspiring machine learning practitioners. Its features include a series of lessons with video lectures, real-world case studies, and hands-on practice exercises. - Machine Learning – Andrew Ng
One of the most popular online courses on the internet, this instructor covers a breadth of topics from the basics to more specific/in-depth material.
Literature References of AI/ML in Focused Ultrasound
See articles, conference abstracts, and graduate theses referencing the use of AI in combination with focused ultrasound. Note that the first 40 or so results are generally quite relevant, but later results may require closer scrutiny.
Additional Course Offerings