Simaphakathi nenguquko yedatha kanye nezixazululo eziqhutshwa yidatha (isb. ukusuka kumadeshibhodi [BI] kuya ekuhlaziyeni okuthuthukile [AI & ML]) sekuzoshintsha umhlaba wethu wonke. Kodwa-ke, lezo zixazululo eziqhutshwa yidatha zilungile kuphela njengedatha ezingayisebenzisa. Lokhu kuvame ukuba yinselele uma idatha edingekayo iyimfihlo.
Ngakho-ke, isisekelo sedatha esiqinile esinokufinyelela okulula nokusheshayo kudatha esebenzisekayo, efanele futhi edingekayo ukuze kuthuthukiswe izixazululo eziqhutshwa idatha (isb. amadeshibhodi [BI] kanye nezibalo ezithuthukile [AI & ML]). Nokho, ezinhlanganweni eziningi, kuyinselele futhi kudla isikhathi ukufinyelela idatha efanele.
Ezinhlanganweni eziningi, kuyinselele futhi kudla isikhathi ukufinyelela idatha efanele, edingekayo ukuze kuqaliswe ukusungulwa kwedatha.
Idatha yokwenziwa yenziwa ngokuzenzela kusetshenziswa ama-algorithms nezindlela zezibalo
Idatha yokwenziwa iphindaphinda izici zezibalo namaphethini edatha yomhlaba wangempela
Idatha ekhiqizwe ngokwenziwa ihlanganisa amaphoyinti edatha amasha ngokuphelele nangezokwenziwa angenabo ubudlelwano bomuntu nomuntu kudatha yangempela.
Umbiko wokuqinisekisa ikhwalithi we-Syntho uhlola idatha yokwenziwa futhi ubonisa ukunemba, ubumfihlo, kanye nesivinini sedatha yokwenziwa uma kuqhathaniswa nedatha yoqobo.
Idatha ye-synthetic ekhiqizwa yi-Syntho iyahlolwa, iqinisekiswe futhi ivunyelwe ngokombono wangaphandle nomgomo wochwepheshe bedatha ye-SAS.
Idatha yochungechunge lwesikhathi iwuhlobo lwedatha oluphawulwa ukulandelana kwemicimbi, ukubonwa kanye/noma izilinganiso eziqoqwe futhi zahlelwa ngezikhawu zesikhathi sedethi, ngokuvamile ezimelela izinguquko kokuguquguqukayo ngokuhamba kwesikhathi, futhi kusekelwa i-Syntho.
Yakha isisekelo sakho sedatha esiqinile ngokufinyelela okulula nokusheshayo kudatha yokwenziwa ekhiqizwe yi-AI-emihle-njengangempela.