Raw vs JPEG - What's the Difference?

This might be a subject for beginners, but it is also a good refresher for those who still struggle with understanding the difference between a RAW file and a JPEG; when to chose one over the other, or how both can be applied to very different scenarios.
When I first ventured into photography, I recall my first encounter with the subject and found it quite confounding, but soon realized that the various file extensions all served a purpose, based on the medium and how a photo will be used. Each file serves a specific function. Understanding how and when to use them is critical for photographers.

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