how do you collect data…?
how do you detect data drift, how do you regularly assess performance of the algorithm?
to prove that it works is one thing, to prove that it will not fail requires far greater effort.
after you deploy your algorithm, how do you stay close to it
how do you push updates to it?
how can you update the software?
plug in a memory card and reboot…?
why can’t/shouldn’t it be connected…?
in other news, some free ebooks for download:
- Internet of Things from Hype to Reality: https://link.springer.com/content/pdf/10.1007%2F978-3-319-99516-8.pdf
- Principles of Data Mining: https://link.springer.com/content/pdf/10.1007%2F978-1-4471-7307-6.pdf
- Robotics, Vision and Control: https://link.springer.com/content/pdf/10.1007%2F978-3-642-20144-8.pdf
- Data Mining: https://link.springer.com/content/pdf/10.1007%2F978-3-319-14142-8.pdf
- Data Science and Predictive Analytics (using R): https://link.springer.com/content/pdf/10.1007%2F978-3-319-72347-1.pdf
i wonder how long i will take to just get through (much less digest) all of the knowledge in these books…!
just as well that i’ve lost interest in fiction (for now) LOL