Stenography comes to mind. It seems it just gets mentioned in cryptography classes. Not sure that's very useful though.
I think machine learning is not taught enough relative to it's growing demand.
COBOL is a language that is still used in many places and will need people to replace those who are retiring, so I feel that is lesser known and not taught in many places.
- Complexity theory (P vs NP stuff, not the one from leetcode problems)
- Verification
- Optimization using stuff like genetic algorithms, ant-colony algorithms, particle swarm, simulated annealing, etc. Not sure how to call that area. In my case it was an AI course.
- Fuzzy logic
- Scientific computing and Numerical analysis (CFD, finite elements, etc)
Yes please, if we could have more software engineers working on mechanical/aeronautical/civil/<physical> engineering tools that would be great.
Currently the state of the art takes a long time to get out of PHDs and into industry, and when it does it is in the hands of a few companies that sell expensive software licenses.
The likes of at Ansys, Siemens (NX), CD-adapco,
You can access FOSS tools like open-foam but the average engineer doesn't have the skillset to also wrangle the tool as well as their domain problem.
An area I was always fascinated with but never had chance to dig into it was topology optimization to generate structures (or flow paths) to accomodate some given boundaries and physics.
giantg2|5 years ago
I think machine learning is not taught enough relative to it's growing demand.
COBOL is a language that is still used in many places and will need people to replace those who are retiring, so I feel that is lesser known and not taught in many places.
diehunde|5 years ago
- Automata theory
- Complexity theory (P vs NP stuff, not the one from leetcode problems)
- Verification
- Optimization using stuff like genetic algorithms, ant-colony algorithms, particle swarm, simulated annealing, etc. Not sure how to call that area. In my case it was an AI course.
- Fuzzy logic
- Scientific computing and Numerical analysis (CFD, finite elements, etc)
- Information theory
kingkongjaffa|5 years ago
Yes please, if we could have more software engineers working on mechanical/aeronautical/civil/<physical> engineering tools that would be great.
Currently the state of the art takes a long time to get out of PHDs and into industry, and when it does it is in the hands of a few companies that sell expensive software licenses.
The likes of at Ansys, Siemens (NX), CD-adapco,
You can access FOSS tools like open-foam but the average engineer doesn't have the skillset to also wrangle the tool as well as their domain problem.
An area I was always fascinated with but never had chance to dig into it was topology optimization to generate structures (or flow paths) to accomodate some given boundaries and physics.
https://en.wikipedia.org/wiki/Topology_optimization
RNeff|5 years ago