Deep Learning areas relevant to Wireless domain

Course Q&A Deep Learning Specialization Neural Networks and Deep Learning
1

Hello Instructors, Team, Mentors,
Thank you for the guidance in clarifying doubts for course “Neural Networks and Deep Learning “.
NL,ML,AI is not my domain, and I am involved in Wireless Validation.

Query:

  1. Is there any Deep Learning domain (NL, ML, AI etc…) that would be more relevant to Wireless domain ( cellular, 5G, Bluetooth, Audio, WiFi).

  2. Please share any Deep-Learning courses , books related to wireless that I could consider next, after completing this course.

Thanks again.
Sincerely,
A

2

What aspects of wireless service do you feel could be involved with or benefit from AI?

3

DeepLearning.AI courses are for general purposes and then it is a domain expert’s job to merge this general knowledge with your domain. Maybe you search for some research papers that utilize ML/DL for wireless.

4

Most wireless environment aspects, and wireless-user aspects are real-time based, random, independent of previous history.
Will take further courses and see which sub-components could make use of DLL aspects.
Thanks
Sincerely,
A

5

Thanks a lot Saif.
Sincerely,
A

6

Be advised: Real-time random systems are very difficult to model, especially if you want to make predictions on future behavior.