machine learning
masinõpe, automaatõpe
(inglise termin: A.Samuel, 1959)
olemus
(a) inimõppe analoog tehnilises süsteemis
(b) masinate õpetamise distsipliin
Wiktionary:
1. (artificial intelligence) the ability of computers to learn without being explicitly programmed
2. (artificial intelligence) field of study concerned with the design and development of algorithms and techniques that allow computers to learn
ISO/IEC 2382:
protsess funktsionaalüksuse talitluse täiustuseks
uut teadmust või uusi oskusi omandades
või seniseid ümber korraldades
= process by which a functional unit improves its performance by acquiring new knowledge or skills, or by reorganizing existing knowledge or skills
ISO/IEC 19944-1:
protsess, mis kasutab arvutustehnilisi meetodeid
andmetest või kogemusest õppimise võimaldamiseks
= process using computational techniques to enable systems to learn from data or experience
ISO/IEC 22989:
mudeli parameetrite optimeerimine arvutitehniliste meetoditega, nii et mudeli käitumine kajastaks andmeid või kogemust
= process of optimizing model parameters through computational techniques, such that the model's behaviour reflects the data or experience
ülevaateid
https://www.youtube.com/watch?v=ty-kTUzMnjk
https://www.youtube.com/watch?v=f_uwKZIAeM0
https://monkeylearn.com/machine-learning/
https://en.wikipedia.org/wiki/Machine_learning
https://en.wikipedia.org/wiki/Outline_of_machine_learning
https://en.wikipedia.org/wiki/Category:Machine_learning
https://www.seas.upenn.edu/~cis519/fall2017/lectures/01_introduction.pdf
https://www.toptal.com/machine-learning/machine-learning-theory-an-introductory-primer
https://www.digitalocean.com/community/tutorials/an-introduction-to-machine-learning
https://www.python-course.eu/machine_learning.php
https://marthawhite.github.io/mlcourse/notes.pdf
privaatsus
https://emilianodc.com/PAPERS/privacyML.pdf
vt ka
- juhendatud masinõpe
- neurovõrk