Options trading and artificial intelligence

Discussion in 'General Discussion' started by Kevin Lee, Oct 21, 2017.

  1. Kevin Lee

    Kevin Lee Well-Known Member

    For Python, I learned by doing and googling. If you prefer more structured courses, I strongly recommend courses in Udacity or Coursera. Lots of free Python classes. But personally, I suggest paid courses because that forces you to work on the projects.

    For ML and AI, I took several Nanodegree courses in Udacity. Udacity’s Nanodegree class is great because besides having cutting edge content, there’s a vibrant student community to collaborate with. AI is moving so fast, you want to learn the most recent content. Udacity teaches latest ML/AI technologies and platforms. Here’s a list

    https://www.udacity.com/course-new/...FCQ.1&utm_referrer=https://www.google.com.sg/

    https://www.udacity.com/course-new/...vIQ.1&utm_referrer=https://www.google.com.sg/

    https://www.udacity.com/course/ai-artificial-intelligence-nanodegree--nd898

    They just launched a new Nanodegree program focusing on AI and Trading. I plan to take it after I finish my current program. The course is done in collaboration with WorldQuant. The course content looks great. However this course require Python and math/statistics as pre-requisite. I think they also assume students already know basic ML/data analytics. They seem to go into volatilty modeling and other advance trading topics. See links below.

    https://www.udacity.com/course/ai-for-trading--nd880

    https://s3.amazonaws.com/iridium-co...ding+Learning+Nanodegree+Program+Syllabus.pdf

    I won’t bother with books. ML/AI is changing so fast, the books become obsolete very quickly.

    If you really want to go deep into quant trading and ML/AI, you can consider this masters program. If you qualify, which is not easy, the program is totally free... this is my goal for next year. https://wqu.org/
     
    Last edited: Aug 21, 2018
    Mark17 likes this.
  2. Kevin Lee

    Kevin Lee Well-Known Member

    Vladimir and I are working on a project to build an AI agent for options trading using reinforcement learning. Will loop you in if you’re interested. Already sent you private message about this.
     
  3. Mark17

    Mark17 Well-Known Member

    Thanks for all the info about the coursework, Kevin.

    Why is it hard to qualify for WQU?
     
  4. Kevin Lee

    Kevin Lee Well-Known Member

    Because candidates have to take a comprehension and math test. The first one is easy. The math test includes multivariable calculus differential equations, probability and statistics, and linear algebra. They assume undergraduate level competency. It wasn’t trivial for me because I’ve forgotten some of those material already. I had to take a remedial course. :)
     
    Mark17 likes this.

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