Hi, I am a software engineering student currently in my final year of the degree program. I am trying to find a research topic based on Machine learning. Your recommendations are welcome!
It is a general question and depends on a lot of factors like what your interests are and what you expect from your degree. If your interests are within the theoretical domains, I would suggest go for NLP and especially its combination with CV. Also, Capsules. If you like applied aspects, you should go for the implementations of the current algorithms in the rising companies and startups, since it is still has some potential to work in.
I agree with Mostafa Kiani Shahvandi that the question is too general and depends on your particular circumstances. Besides what he mentioned, you might want to ask:
Do research to develop a new algorithm or use existing one
Is the research going to include applications? if so what problem is it going to solve? is it image processing, NLP, etc. Note that within those areas there are subareas of application.
Do I have data on the particular chosen application? if So do I have enough for a supervised algorithm?
Answer to these questions will provide enough information to provide an answer that is useful to you in your search
Hi guys! Sorry If I am not accurate in my question. Let me elaborate! I would like to identify a problem that can be solved through existing machine learning algorithms. Any domain would be fine.
In the field of technology, learning machines, I propose the following research topic for the thesis: Analysis of the possibilities of using the technology of learning machines to improve Internet applications that imitate customer advisors in the call center department operating on online platforms for selling products and / or services.