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"self learning" is correct and usable in written English.
You can use it to refer to the concept of a person or system being able to acquire knowledge and skills without any external teaching or guidance. For example, "The student developed a passion for self learning and was able to teach himself advanced mathematics."
Exact(5)
E-LEARNING: A self learning tool on the CCCs and how they can be fulfilled.
CCC e-Learning: a self learning tool on the CCCs and how they can be fulfilled.
Participants were provided a course manual two weeks before training for self learning.
Moreover it promotes self learning and allows students to develop higher levels of cognition [ 23].
Didactic learning dominates clinical training, practical skill development, self learning and problem solving [ 6, 7, 9].
Similar(55)
This is the ultimate goal in AI – to mimic human reasoning and, crucially, self-learning.
Most compellingly, perhaps, is that the interactions are self-learning.
Ultimately, he wants to create a system that is self-learning.
In particular, self-learning classificators [ 39] have to be reviewed critically since local erroneous self-learning cannot lead to improvement of interlaboratory variability.
Google's biggest recent purchase is Nest, which makes self-learning, programmable thermostats and smoke detectors.
Graphical abstract Self-learning loop.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com