I was wondering if you could refer me to some online video/text resources to learn linear and integer programming. I am intending to work in the field of data science. I greatly appreciate your kind help. Have a good evening!
Since you mentioned videos, I would suggest checking Coursera and edX for free MOOCs (such as the Deterministic Optimization course on edX or the Discrete Optimization course on Coursera). The Coursera site in particular has a nice search engine that makes finding courses easy. I have not done any of the optimization courses there, but I have done a couple of the analytics courses, and liked them greatly.
In addition to the online courses that prubin mentioned, I can recommend the Convex Optimization online course from Stanford University with the following features:
- The course is very helpful and free.
- The textbook is also freely available on the website.
- There are quizzes in the MOOC which help your learning process.