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"by experience" is correct and usable in written English.
You can use it to describe experience gained over a period of time, for example: "I have learned a lot about sportsmanship by experience."
Exact(60)
Sindbad learns nothing by experience.
It's driven by experience.
I learned by experience.
But that belief is contradicted by experience.
That's what I mean by experience.
He has a toughness honed by experience.
The ambivalence can be eased by experience.
We are all biased by experience.
Its idealism has been tempered by experience.
Shaped by experience, they fit in here.
Expert by Experience, Mersey Care NHS Trust.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com