Difference between Data Transformation, Data Translation, and Data Conversion.
AI can do wonders with unstructured data including transformation and translation. See list of AI tools.
Almost all these incorporate LLM and perform Transformation and Translation, NOT conversion.
Examples of data transformation, translation, and conversion.
Data Transformation implies a major change in form, nature, or function.
Change video to text, text to speech, speech to video, etc.
Data Translation. All seats have their own electronic libretto screens, which provide translations of the lyrics and dialogue in English or Spanish, depending on what the audience member selects.
Data Conversion. Convert a date from Julian (CYYDDD) to month/day/year (MMDDCCYY) format.
Convert STATUS
Open (O), Close (C), Dormant (D), Frozen (F)
to
Open (1), Close (2), Dormant (3), Frozen (4)