•Study the program — specific skills, not "water."
•Check the instructor (LinkedIn, experience).
•Read reviews on independent platforms.
•Free trial period/lesson.
•Format: video + practice + feedback > only video.
•Certificate is valuable if recognized by the industry. Free options: Coursera, edX, Khan Academy.