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ื“ืึทืง ื“ื™ื™ ื“ืึทืง ืคื•ืŸ ื“ืึทื ื“ืŸ ื’ืขื‘ืŸ ืึทื– ื“ืึทื• Dav

Data scientist

I ื“ืึทื˜ืŸ ื’ืขืœืขืจื ื˜ืขืจ ื–ื™ื™ ืึทืจื‘ืขื˜ืŸ ืื™ืŸ data science.

I ื“ืึทื˜ืŸ ื’ืขืœืขืจื ื˜ืขืจ sono professionisti che utilizzano le loro competenze in informatica, statistica e matematica per raccogliere, pulire, analizzare e interpretare grandi quantitร  di ื“ืึทื˜ืข.

ื–ื™ื™ืขืจ ืฆื™ืœ ืื™ื– ืฆื• ืขืงืกื˜ืจืึทืงื˜ ื ื•ืฆื™ืง ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข ืคื•ืŸ ื“ืึทื˜ืข ืื•ืŸ ื ื•ืฆืŸ ื–ื™ื™ ืฆื• ืกืึธืœื•ื•ืข ื‘ืึทื˜ืึธื ืขืŸ ืคึผืจืึธื‘ืœืขืžืก ืึธื“ืขืจ ืžืึทื›ืŸ ื‘ืขืกืขืจ ื“ื™ืกื™ื–ืฉืึทื ื–.

I ื“ืึทื˜ืŸ ื’ืขืœืขืจื ื˜ืขืจ sono professionisti altamente qualificati che sfruttano le loro competenze informatiche, statistiche e matematiche per elaborare, analizzare e interpretare grandi volumi di ื“ืึทื˜ืข. Il loro scopo principale consiste nellโ€™estrazione di informazioni rilevanti al fine di risolvere problemi pratici o prendere decisioni piรน informate.

I ื“ืึทื˜ืŸ ื’ืขืœืขืจื ื˜ืขืจ hanno una forte conoscenza delle tecniche di ืžืึทืฉื™ืŸ ื•ื•ื™ืกืŸ e dellโ€™apprendimento automatico.

Utilizzano strumenti e algoritmi avanzati per analizzare i ื“ืึทื˜ืข e ottenere risultati predittivi.

Inoltre, i ื“ืึทื˜ืŸ ื’ืขืœืขืจื ื˜ืขืจ lavorano spesso in team multidisciplinari per affrontare sfide complesse e trovare soluzioni innovative.

Infine, sono in grado di comunicare in modo chiaro e conciso i risultati delle loro analisi ai non addetti ai lavori, facilitando la comprensione e lโ€™uso dei ื“ืึทื˜ืข.

I ื“ืึทื˜ืŸ ื’ืขืœืขืจื ื˜ืขืจ ื–ื™ื™ ืึทืจื‘ืขื˜ืŸ ืื™ืŸ ืึท ื‘ืจื™ื™ื˜ ืงื™ื™ื˜ ืคื•ืŸ ืกืขืงื˜ืึธืจืก, ืึทืจื™ื™ึทื ื’ืขืจืขื›ื ื˜:

  • ื’ืขืฉืขืคึฟื˜: i ื“ืึทื˜ืŸ ื’ืขืœืขืจื ื˜ืขืจ ื–ื™ื™ ื”ืขืœืคึฟืŸ ืงืึธืžืคึผืึทื ื™ืขืก ืคึฟืึทืจืฉื˜ื™ื™ืŸ ื–ื™ื™ืขืจ ืงืึทืกื˜ืึทืžืขืจื–, ืึทืคึผื˜ืึทืžื™ื™ื– ืึทืคึผืขืจื™ื™ืฉืึทื ื– ืื•ืŸ ืžืึทื›ืŸ ื‘ืขืกืขืจ ื“ื™ืกื™ื–ืฉืึทื ื–. ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ื–ื™ื™ ืงืขื ืขืŸ ื ื•ืฆืŸ i ื“ืึทื˜ืข ืฆื• ืคืึธืจื•ื™ืกื–ืึธื’ืŸ ืคึผืจืึธื“ื•ืงื˜ ืคืึธื“ืขืจื•ื ื’, ื™ื“ืขื ื˜ื™ืคื™ืฆื™ืจืŸ ื ื™ื™ึท ืžืึทืจืง ืกืขื’ืžืึทื ืฅ ืึธื“ืขืจ ืึทื ื˜ื•ื•ื™ืงืœืขืŸ ื ื™ื™ึทืข ืคึผืจืึธื“ื•ืงื˜ืŸ ืื•ืŸ ื‘ืึทื“ื™ื ื•ื ื’ืก.
  • ืจืขื’ื™ืจื•ื ื’: i ื“ืึทื˜ืŸ ื’ืขืœืขืจื ื˜ืขืจ ื–ื™ื™ ื”ืขืœืคึฟืŸ ื’ืึทื•ื•ืขืจืžืึทื ืฅ ืคึฟืึทืจื‘ืขืกืขืจืŸ ืฆื™ื‘ื•ืจ ื–ื™ื›ืขืจืงื™ื™ึทื˜, ืงืขืžืคืŸ ืคืึทืจื‘ืจืขื›ืŸ ืื•ืŸ ืฆื•ืฉื˜ืขืœืŸ ืžืขืจ ืขืคืขืงื˜ื™ื•ื• ืฆื™ื‘ื•ืจ ื‘ืึทื“ื™ื ื•ื ื’ืก. ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ื–ื™ื™ ืงืขื ืขืŸ ื ื•ืฆืŸ i ื“ืึทื˜ืข ืฆื• ื™ื“ืขื ื˜ื™ืคื™ืฆื™ืจืŸ ื’ืขื‘ื™ื˜ืŸ ืื™ืŸ ืจื™ื–ื™ืงื™ืจืŸ ืคื•ืŸ ืคืึทืจื‘ืจืขื›ืŸ, ืคึฟืึทืจื‘ืขืกืขืจืŸ ืคืึทืจืงืขืจ ืœื•ื™ืคืŸ ืึธื“ืขืจ ืึทืคึผื˜ืึทืžื™ื™ื– ื•ื•ื™ืกื˜ ืคืึทืจื•ื•ืึทืœื˜ื•ื ื’.
  • ื’ืขื–ื•ื ื˜: i ื“ืึทื˜ืŸ ื’ืขืœืขืจื ื˜ืขืจ ื–ื™ื™ ื”ืขืœืคึฟืŸ ืคึฟืึทืจื‘ืขืกืขืจืŸ ื“ื™ ื“ื™ืึทื’ื ืึธืกื™ืก ืื•ืŸ ื‘ืึทื”ืึทื ื“ืœื•ื ื’ ืคื•ืŸ ื—ื•ืœืืชืŸ, ืึทื ื˜ื•ื•ื™ืงืœืขืŸ ื ื™ื™ึทืข ื“ืจื•ื’ืก ืื•ืŸ ืคึฟืึทืจื‘ืขืกืขืจืŸ ื“ื™ ืงื•ื•ืึทืœื™ื˜ืขื˜ ืคื•ืŸ ืœืขื‘ืŸ ืคื•ืŸ ืคึผืึทื˜ื™ืขื ืฅ. ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ื–ื™ื™ ืงืขื ืขืŸ ื ื•ืฆืŸ i ื“ืึทื˜ืข ืฆื• ื™ื“ืขื ื˜ื™ืคื™ืฆื™ืจืŸ ื ื™ื™ึทืข ื‘ื™ืึธืžืึทืจืงืขืจืก ืคึฟืึทืจ ืงืจืขื ืง, ืึทื ื˜ื•ื•ื™ืงืœืขืŸ ืคึผืจื™ื“ื™ืงื˜ื™ื•ื• ืžืึธื“ืขืœืก ืคึฟืึทืจ ืงืจืขื ืง ืจื™ื–ื™ืงื™ืจืŸ ืึธื“ืขืจ ืคึฟืึทืจื‘ืขืกืขืจืŸ ื“ื™ ื™ืคืขืงื˜ื™ื•ื•ื ืึทืก ืคื•ืŸ ื˜ืจื™ื˜ืžืึทื ืฅ.
  • ื‘ื™ืœื“ื•ื ื’: i ื“ืึทื˜ืŸ ื’ืขืœืขืจื ื˜ืขืจ ื–ื™ื™ ื”ืขืœืคึฟืŸ ืคึผืขืจืกืึทื ืึทืœื™ื™ื– ืœืขืจื ืขืŸ, ืคึฟืึทืจื‘ืขืกืขืจืŸ ืึทืงืึทื“ืขืžื™ืง ืคืึธืจืฉื˜ืขืœื•ื ื’ ืื•ืŸ ืจืขื“ื•ืฆื™ืจืŸ ื“ื™ ืงืึธืก ืคื•ืŸ ื‘ื™ืœื“ื•ื ื’. ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, ื–ื™ื™ ืงืขื ืขืŸ ื ื•ืฆืŸ i ื“ืึทื˜ืข ืฆื• ื™ื“ืขื ื˜ื™ืคื™ืฆื™ืจืŸ ืกื˜ื•ื“ืขื ื˜ืŸ ื•ื•ืึธืก ื“ืึทืจืคึฟืŸ ื ืึธืš ืฉื˜ื™ืฆืŸ, ืึทื ื˜ื•ื•ื™ืงืœืขืŸ ืคืขืจื–ืขื ืœื™ื›ืขืŸ ืœืขืจื ืขืŸ ืžื’ื™ืœื” ืึธื“ืขืจ ืึทืคึผื˜ืึทืžื™ื™ื– ืžื™ื˜ืœ ืึทืœืึทืงื™ื™ืฉืึทืŸ.

I ื“ืึทื˜ืŸ ื’ืขืœืขืจื ื˜ืขืจ ื–ื™ื™ ื–ืขื ืขืŸ ื”ืขื›ืกื˜ ืงื•ื•ืึทืœืึทืคื™ื™ื“ ืื•ืŸ ื’ืขื–ื•ื›ื˜ ืคึผืจืึธืคืขืกืกื™ืึธื ืึทืœืก. ืฆื• ื•ื•ืขืจืŸ ื“ืึทื˜ืŸ ื’ืขืœืขืจื ื˜ืขืจ, ืื™ืจ ืžื•ื–ืŸ ื”ืึธื‘ืŸ ืึท ื‘ืึธื›ืขืจ ืก 'ื“ื™ื’ืจื™ ืื™ืŸ ืงืึธืžืคึผื™ื•ื˜ืขืจ ื•ื•ื™ืกื ืฉืึทืคึฟื˜, ืกื˜ืึทื˜ื™ืกื˜ื™ืง, ืžืื˜ืขืžืื˜ื™ืง ืึธื“ืขืจ ืึท ืคึฟืึทืจื‘ื•ื ื“ืขื ืข ืคืขืœื“. ืขืก ืื™ื– ืื•ื™ืš ื•ื•ื™ื›ื˜ื™ืง ืฆื• ื”ืึธื‘ืŸ ืึท ืฉื˜ืึทืจืง ืคืืจืฉื˜ืื ื“ ืคื•ืŸ ื“ืึทื˜ืŸ ืึทื ืึทืœื™ืกื™ืก ืžื›ืฉื™ืจื™ื ืื•ืŸ ื˜ืขืงื ื™ืงืก ื“ืึทื˜ืข, ืึทื–ืึท ื•ื•ื™ Python, R ืื•ืŸ SQL.

ื“ื™ ื”ื•ื™ืคึผื˜ ืกืงื™ืœื– ืคืืจืœืื ื’ื˜ ืคื•ืŸ ื“ืึทื˜ืŸ ื’ืขืœืขืจื ื˜ืขืจ ืึทืจื™ื™ึทื ื ืขืžืขืŸ:

  • ื•ื•ื™ืกืŸ ืคื•ืŸ ืึทื ืึทืœื™ืกื™ืก ืžื›ืฉื™ืจื™ื ืื•ืŸ ื˜ืขืงื ื™ืงืก ื“ืึทื˜ืข: i ื“ืึทื˜ืŸ ื’ืขืœืขืจื ื˜ืขืจ ืžื•ื–ืŸ ื”ืึธื‘ืŸ ืึท ืฉื˜ืึทืจืง ืคืืจืฉื˜ืื ื“ ืคื•ืŸ ื“ืึทื˜ืŸ ืึทื ืึทืœื™ืกื™ืก ืžื›ืฉื™ืจื™ื ืื•ืŸ ื˜ืขืงื ื™ืงืก ื“ืึทื˜ืข, ืึทื–ืึท ื•ื•ื™ Python, R ืื•ืŸ SQL.
  • ืžืึทื˜ืึทืžืึทื˜ื™ืงืึทืœ ืื•ืŸ ืกื˜ืึทื˜ื™ืกื˜ื™ืฉ ืกืงื™ืœื–: i ื“ืึทื˜ืŸ ื’ืขืœืขืจื ื˜ืขืจ ื–ื™ื™ ืžื•ื–ืŸ ื”ืึธื‘ืŸ ืึท ืฉื˜ืึทืจืง ืคืืจืฉื˜ืื ื“ ืคื•ืŸ ืžืื˜ืขืžืื˜ื™ืง ืื•ืŸ ืกื˜ืึทื˜ื™ืกื˜ื™ืง ืฆื• ืงืขื ืขืŸ ืฆื• ื–ืึทืžืœืขืŸ, ืจื™ื™ืŸ, ืึทื ืึทืœื™ื™ื– ืื•ืŸ ื˜ื™ื™ึทื˜ืฉืŸ ื’ืจื•ื™ืก ืงื•ื•ืึทื ื˜ืึทื˜ื™ื– ืคื•ืŸ ื“ืึทื˜ืข.
  • ืคึผืจืึธื‘ืœืขื ืกืึทืœื•ื•ื™ื ื’ ืื•ืŸ ืงืจื™ื˜ื™ืฉ ื˜ืจืื›ื˜ืŸ ืกืงื™ืœื–: i ื“ืึทื˜ืŸ ื’ืขืœืขืจื ื˜ืขืจ ืžื•ื–ืŸ ืงืขื ืขืŸ ืฆื• ื™ื“ืขื ื˜ื™ืคื™ืฆื™ืจืŸ ืื•ืŸ ืกืึธืœื•ื•ืข ืงืึธืžืคึผืœืขืงืก ืคึผืจืึธื‘ืœืขืžืก ื ื™ืฆืŸ ื™ ื“ืึทื˜ืข.
  • ืงืืžื™ื•ื ื™ืงืืฆื™ืข ื˜ืืœืื ื˜ืขืŸ: i ื“ืึทื˜ืŸ ื’ืขืœืขืจื ื˜ืขืจ ื–ื™ื™ ืžื•ื–ืŸ ื–ื™ื™ืŸ ื‘ื™ื›ื•ืœืช ืฆื• ื™ื‘ืขืจื’ืขื‘ืŸ ื“ื™ ืจืขื–ื•ืœื˜ืึทื˜ืŸ ืคื•ืŸ ื–ื™ื™ืขืจ ืึทื ืึทืœื™ื–ืขืก ืงืœืืจ ืื•ืŸ ืงืึทื ืกื™ื™ืกืœื™ ืฆื• ืึท ื ื™ื˜-ื˜ืขื›ื ื™ืฉ ื•ื™ืœืขื.

I ื“ืึทื˜ืŸ ื’ืขืœืขืจื ื˜ืขืจ ืฉืคึผื™ืœืŸ ืึท ื•ื•ื™ื›ื˜ื™ืง ืจืึธืœืข ืื™ืŸ ื“ืขืจ ืžืึธื“ืขืจืŸ ื’ืขื–ืขืœืฉืึทืคื˜. ื–ื™ื™ ื”ืขืœืคึฟืŸ ื’ืขืฉืขืคื˜ืŸ, ื’ืึทื•ื•ืขืจืžืึทื ืฅ ืื•ืŸ ืึธืจื’ืึทื ืึทื–ื™ื™ืฉืึทื ื– ืžืึทื›ืŸ ื‘ืขืกืขืจ ื“ื™ืกื™ื–ืฉืึทื ื– ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ ื“ืึทื˜ืข.

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ื’ืขืคึฟื™ื ืขืŸ ื–ื™ืš ืžืขืจ ืคึฟื•ืŸ ืึธื ืœื™ื™ืŸ ื•ื•ืขื‘ ืึทื’ืขื ื˜ื•ืจ

ืึทื‘ืึธื ื™ืจืŸ ืฆื• ื‘ืึทืงื•ืžืขืŸ ื“ื™ ืœืขืฆื˜ืข ืึทืจื˜ื™ืงืœืขืŸ ื“ื•ืจืš E- ื‘ืจื™ื•ื•.

ืžื—ื‘ืจ ืึทื•ื•ืึทื˜ืึทืจ
ืึทื“ืžื™ืŸ ืกืขืึธ
๐Ÿ‘ ืึธื ืœื™ื™ืŸ ื•ื•ืขื‘ ืึทื’ืขื ื˜ื•ืจ | ื•ื•ืขื‘ ืึทื’ืขื ื˜ื•ืจ ืžื•ืžื—ื” ืื™ืŸ ื“ื™ื’ื™ื˜ืึทืœ ืžืึทืจืงืขื˜ื™ื ื’ ืื•ืŸ ืกืขืึธ. ื•ื•ืขื‘ ืึทื’ืขื ื˜ื•ืจ ืึธื ืœื™ื™ืŸ ืื™ื– ืึท ื•ื•ืขื‘ ืึทื’ืขื ื˜ื•ืจ. ืคึฟืึทืจ Agenzia ื•ื•ืขื‘ ืึธื ืœื™ื™ืŸ ื”ืฆืœื—ื” ืื™ืŸ ื“ื™ื’ื™ื˜ืึทืœ ื˜ืจืึทื ืกืคืึธืจืžืึทืฆื™ืข ืื™ื– ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ ื“ื™ ื™ืกื•ื“ื•ืช ืคื•ืŸ Iron SEO ื•ื•ืขืจืกื™ืข 3. ืกืคึผืขืฆื™ืึทืœื™ื˜ืขื˜ืŸ: ืกื™ืกื˜ืขื ื™ื ื˜ืขื’ืจืึทื˜ื™ืึธืŸ, ืขื ื˜ืขืจืคึผืจื™ื™ื– ืึทืคึผืคึผืœื™ืงืึทื˜ื™ืึธืŸ ื™ื ื˜ืขื’ืจืึทื˜ื™ืึธืŸ, ืกืขืจื•ื•ื™ืก ืึธืจื™ืขื ื˜ื™ื“ ืึทืจื˜ืฉื™ื˜ืขืงื˜ื•ืจืข, ืงืœืึธื•ื“ ืงืึทืžืคึผื™ื•ื˜ื™ื ื’, ื“ืึทื˜ืึท ื•ื•ืขืจื›ืึทื•ืก, ื’ืขืฉืขืคื˜ ืกื™ื™ื›ืœ, ื‘ื™ื’ ื“ืึทื˜ืึท, ืคึผืึธืจื˜ืึทืœืก, ื™ื ื˜ืจืึทื ืฅ, ื•ื•ืขื‘ ืึทืคึผืคึผืœื™ืงืึทื˜ื™ืึธืŸ ืคึผืœืึทืŸ ืื•ืŸ ืคืึทืจื•ื•ืึทืœื˜ื•ื ื’ ืคื•ืŸ ืจื™ืœื™ื™ืฉืึทื ืึทืœ ืื•ืŸ ืžื•ืœื˜ื™ื“ื™ืžืขื ืกื™ืึธื ืึทืœ ื“ืึทื˜ืึทื‘ื™ื™ืกื™ื– ื“ื™ื–ื™ื™ื ื™ื ื’ ื™ื ื˜ืขืจืคื™ื™ืกื™ื– ืคึฟืึทืจ ื“ื™ื’ื™ื˜ืึทืœ ืžืขื“ื™ืข: ื•ืกืึทื‘ื™ืœื™ื˜ื™ ืื•ืŸ ื’ืจืึทืคื™ืงืก. ืึธื ืœื™ื™ืŸ ื•ื•ืขื‘ ืึทื’ืขื ืกื™ ืคืึธืจืฉืœืึธื’ืŸ ืงืึธืžืคึผืึทื ื™ืขืก ื“ื™ ืคืืœื’ืขื ื“ืข ื‘ืึทื“ื™ื ื•ื ื’ืก: -ืกืขืึธ ืื•ื™ืฃ Google, ืึทืžืึทื–ืึธืŸ, ื‘ื™ื ื’, ื™ืึทื ื“ืขืงืก; - ื•ื•ืขื‘ ืึทื ืึทืœื™ื˜ื™ืงืก: Google Analytics, Google Tag Manager, Yandex Metrica; - ื‘ืึทื ื™ืฆืขืจ ืงืึทื ื•ื•ืขืจื–ืฉืึทื ื–: Google Analytics, Microsoft Clarity, Yandex Metrica; -SEM ืื•ื™ืฃ Google, Bing, Amazon Ads; - ืกืืฆื™ืืœ ืžืขื“ื™ืข ืžืึทืจืงืขื˜ื™ื ื’ (ืคืึทืกืขื‘ืึธืึธืง, ืœื™ื ืงืขื“ื™ืŸ, ื™ืึธื•ื˜ื•ื‘ืข, ื™ื ืกื˜ืึทื’ืจืึทื).
ื–ืขืŸ ื’ืึทื ืฅ ื‘ื™ืึธ
ื“ื™ื’ื™ื˜ืึทืœ ืžืึทืจืงืขื˜ื™ื ื’ ื“ืึทื˜ืึทื‘ืึทืกืข DBMS ื“ืึทื˜ืข ื•ื•ืึทืจืขื”ืึธื•ืกืข ื“ืึทื˜ืึท ื•ื•ื™ืกื ืฉืึทืคึฟื˜ ืึธื ืœื™ื™ืŸ ื’ืึทื ืฆืข ืื™ื ืคืืจืžืืฆื™ืข ื˜ืขื›ื ืึธืœืึธื’ื™ืข ื•ื•ืขื‘ ืึทื’ืขื ื˜ื•ืจ ื’ืึทื ืฆืข ืึทื’ืขื ื˜ื•ืจ ืึธืคึผื–ืขืฆืขืจื™ื™ึท
ื’ืขื–ืขืœืฉืึทืคื˜ืœืขืš ื ืขืฅ ื™ื™ืงืึทืŸ ื’ืขื–ืขืœืฉืึทืคื˜ืœืขืš ื ืขืฅ ื™ื™ืงืึทืŸ ื’ืขื–ืขืœืฉืึทืคื˜ืœืขืš ื ืขืฅ ื™ื™ืงืึทืŸ ื’ืขื–ืขืœืฉืึทืคื˜ืœืขืš ื ืขืฅ ื™ื™ืงืึทืŸ ื’ืขื–ืขืœืฉืึทืคื˜ืœืขืš ื ืขืฅ ื™ื™ืงืึทืŸ ื’ืขื–ืขืœืฉืึทืคื˜ืœืขืš ื ืขืฅ ื™ื™ืงืึทืŸ ื’ืขื–ืขืœืฉืึทืคื˜ืœืขืš ื ืขืฅ ื™ื™ืงืึทืŸ ื’ืขื–ืขืœืฉืึทืคื˜ืœืขืš ื ืขืฅ ื™ื™ืงืึทืŸ
ืžื™ื™ืŸ ืคืœื™ื ืง ืคึผืจื™ื•ื•ืึทื˜ืงื™ื™ื˜
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ื“ืขืจ ืคึผืœืึทืฅ ื ื™ืฆื˜ ื˜ืขื›ื ื™ืฉ ืื•ืŸ ืคึผืจืึธืคื™ืœื™ื ื’ ืงื™ื›ืœืขืš. ื“ื•ืจืš ื’ืขื‘ืŸ ืึท ืงืœื™ืง ืื•ื™ืฃ ืึธื ื ืขืžืขืŸ ืื™ืจ ื“ืขืจืœื•ื™ื‘ืŸ ืึทืœืข ืคึผืจืึธืคื™ืœื™ื ื’ ืงื™ื›ืœืขืš. ื“ื•ืจืš ื’ืขื‘ืŸ ืึท ืงืœื™ืง ืื•ื™ืฃ ืึธืคึผื•ื•ืึทืจืคืŸ ืึธื“ืขืจ X, ืึทืœืข ืคึผืจืึธืคื™ืœื™ื ื’ ืงื™ื›ืœืขืš ื–ืขื ืขืŸ ืคืืจื•ื•ืืจืคืŸ. ื“ื•ืจืš ื’ืขื‘ืŸ ืึท ืงืœื™ืง ืื•ื™ืฃ ืงืึทืกื˜ืึทืžื™ื™ื– ืขืก ืื™ื– ืžืขื’ืœืขืš ืฆื• ืื•ื™ืกืงืœื™ื™ึทื‘ืŸ ื•ื•ืึธืก ืคึผืจืึธืคื™ืœื™ื ื’ ืงื™ื›ืœืขืš ืฆื• ืึทืงื˜ืึทื•ื•ื™ื™ื˜.
ื“ืขืจ ืคึผืœืึทืฅ ืงืึทืžืคึผืœื™ื™ื– ืžื™ื˜ ื“ื™ ื“ืึทื˜ืึท ืคึผืจืึทื˜ืขืงืฉืึทืŸ ืืงื˜ (LPD), ืฉื•ื•ื™ื™ืฆืขืจ ืคืขื“ืขืจืืœืข ื’ืขื–ืขืฅ ืคื•ืŸ 25 ืกืขืคื˜ืขืžื‘ืขืจ 2020, ืื•ืŸ ื“ื™ GDPR, EU ืจืขื’ื•ืœืึทื˜ื™ืึธืŸ 2016/679, ืจื™ืœื™ื™ื˜ื™ื ื’ ืฆื• ื“ืขืจ ืฉื•ืฅ ืคื•ืŸ ืคืขืจื–ืขื ืœืขื›ืข ื“ืึทื˜ืŸ ืื•ืŸ ื“ื™ ืคืจื™ื™ ื‘ืึทื•ื•ืขื’ื•ื ื’ ืคื•ืŸ ืึทื–ืึท ื“ืึทื˜ืŸ.
ืึธื ื ืขืžืขืŸืึธืคึผื–ืึธื’ืŸืงืึทืกื˜ืึทืžื™ื™ื–