Application of TinyML


Dr. Amitabha Chakrabarty (ACH)

Professor

amitabha@bracu.ac.bd

Synopsis

This domain is something where students will learn how to implement machine learning on resource-constrained devices. The objective of this research is to deploy machine learning on low powers, low-resource devices that can be used in areas us as health care, security, agriculture, etc.


Relevance of the Topic

This topic is very relevant for future IoT applications. 


Future Research/Scope

Students should be able to use this knowledge for their higher studies, such as M.Sc./Ph.D. 


Skills Learned

  • Embedded Systems
  • Optimized ML for resource-constrained devices 
  • Data Analysis

Relevant courses to the topic

  • Digital Logic Design
  • DSD
  • ML

Reading List



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