3,842 karma · joined October 18, 2013
Whether or not we understand everything that the ML systems are doing, we can still observe if events corroborate their predictions, and will be forced to debug or reprogram them if they are not learning well.
Also, I am guessing that many if not most of these ML systems do not start learning from zero, but have some pre-ML naming, sorting, and classification scheme baked into their algorithms. If that is the case, increasing the accuracy of the scheme - refining the concepts of the theory - should only increase the accuracy of the systems' predictions.
Maybe this book will help you to realize you don't really suck at math, you just had some terrible teachers or whatever. It's also a great introduction to many different mathematical subfields so you can see which ones are most interesting/useful to you for future study.
[0] https://www.amazon.com/Mathematical-Ideas-14th-Charles-Mille...
And for humor there's always the startup generator :) http://tiffzhang.com/startup/
Also, this list[0] of common interview questions is a great help. If you have already figured out and practiced your answers to most of these then the interviewer will have less of a chance to catch you off guard with them.
Lastly, write and practice an "elevator pitch"[1] that way "tell me about yourself" or questions like it won't catch you off guard either.
Best of luck getting the job you want! Job hunting and interviewing is very difficult for anyone who is new to it, regardless of their technical skills. I definitely agree with blingojames that interviewing is kind of a subject all its own.
[0] https://www.glassdoor.com/blog/common-interview-questions/
[1] https://www.thebalancecareers.com/elevator-speech-examples-a...
Also, I suppose that an indirect benefit of having a blog as an author (whether you monetize it or not) is that it allows potential readers to experience some of your writings, thoughts, and writing style for free.
Well, any scientific principle worth anything is worth scrutinizing, since surviving scrutiny and numerous attempts at falsification is the only way such principles can be corroborated.
https://www.goodreads.com/quotes/7434469-a-theory-which-is-n...
Errorme "the last word in diligent errors"
2001: A Space Odyssey by Arthur C. Clarke
Brave New World by Aldous Huxley
Mission of Gravity by Hal Clement
The Song and the Pendant by Magnus Von Black
Pretty sure that "physical" was the intended adjective, although I do like the idea of a 'psychical book'.
Aside from those I would suggest maybe reading Party of One [1] and/or Quiet [2], as they bring to light very well the fact that mainstream society unfairly and illogically looks down upon those who prefer aloneness. Being surrounded by laughing groups of sociable people has a way of making anyone not involved feel like they are missing out on something or that there is something wrong with them, when this might not be the case at all.
Props for such an honest post; and I hope you feel better soon.
[1] http://www.amazon.com/Party-One-The-Loners-Manifesto/dp/1569...
[2] http://www.amazon.com/Quiet-Power-Introverts-World-Talking/d...
[1] http://www.amazon.com/JavaScript-Good-Parts-Douglas-Crockfor...
[2] https://developer.mozilla.org/en-US/docs/Web/JavaScript/Refe...
[1]http://www.amazon.com/Mathematical-Ideas-Edition-Charles-Mil...
[2]http://www.amazon.com/Concepts-Modern-Mathematics-Dover-Book...
[3]http://www.amazon.com/Schaums-Outline-Discrete-Mathematics-R...
[1]http://www.amazon.com/Boards-Of-Canada/e/B000APHPF8/
[2]http://www.amazon.com/Thievery-Corporation/e/B000APFP6E/
[3]http://www.amazon.com/Top-10-Chill-Out-Albums/lm/R32Q5RHQR51...