Ikhonkco elilahlekileyo ekufumaneni ilungelo lokuthengwa kwedatha okuqhutywa ngokufanelekileyo
Hlaziya inkqubo yakho yokuthenga, kodwa yenze ngokuchanekileyo
Iinkokheli zanamhlanje zokuthengwa kwempahla sele ziqondile ukuba ikamva lokuthenga liqhutywa yidatha. Kodwa masicacise okomzuzu. Yintoni ukuthengwa okuqhutywa yidatha ngokuchanekileyo? Zithini iibhloko zokwakha ezithile ekufuneka uzifumene koku? Ngokwenqanaba lokukhula, uphi ngoku?
Kule mihla, akunakucingelwa ukuba ubekho kumsitho kwaye ungaboni enye yezi zinto zilandelayo: ubukrelekrele bokuzenzela (AI), ukufunda ngomatshini (ML), ubukrelekrele beshishini (i-BI) nezinye ezininzi. Ngaba oko kuvakala kuqhelekile? Ayisiyongxaki ukuba la magama afumaneke nakweyiphi na ibhanile, iflaya okanye ividiyo yepromo kwaye inokuba ikubangele. Ziyaphola, ziyahamba kwaye ikamva ngokuqinisekileyo liya kuba ligcwele. Ngenxa yoko, ukufumana le nkqubo kukuziqhelanisa nezi ndlela kunye nokukwazi ukuqonda indlela abanokuthi benze ngayo ishishini lakho kunye nemisebenzi yemihla ngemihla. Xa usenza, elona nyathelo linengqiqo ukuqala ngalo, kukujonga ukuba yintoni isiseko sale nto intsha: ukufikelela ngokulula kokusebenzisekayo, idatha ekumgangatho ophezulu.
Iialgorithms kunye nedatha-izinto zokwazi ukuba ufuna ukuba bonwabe emtshatweni
Iialgorithms zinokubonelela ngokuqonda okunokwenzeka. Umzekelo, banokubona (umsila) bachithe iipateni, balindele utshintsho kwimfuno zabathengi kwaye bachonge izithintelo kwinkqubo yokuthenga ngaphambi kokuba ivele. Xa zenziwe ngokufanelekileyo, ezi ndlela zibaluleke kakhulu kwaye zibalulekile kwinkqubo efanelekileyo yokuthenga.
Nangona kunjalo, sibona iingcali ezininzi zokuthengwa kwempahla ezisokolayo kwisiseko sedatha esineyona nto inezinto ezingcolileyo- kunye nedatha esemgangathweni engalunganga (kwaye ekhawulezayo) inokufikelelwa. Iialgorithms zinokuba zilumkile, kodwa zisengoomatshini. Oko kuthetha ukuba ukuba ubondla ngenkunkuma (ngenxa yesiseko sedatha esibi), baya kukunika inkunkuma njengemveliso. Oku kubizwa ngokuba yi inkunkuma kwi = inkunkuma ngaphandle Umgaqo, kwaye yimeko apho ungafuniyo ukuzibeka kuyo njengenkokeli yokuthenga. Iimpawu eziqhelekileyo zokuba nesiseko sedatha esisezantsi esibonayo, kwaye onokuthi usazi, ngokwenza zezi:
- Kuthatha iiveki kwaye ngamanye amaxesha mhlawumbi neenyanga ukufikelela kwidatha efanelekileyo
- Akukho datha yaneleyo kunye nokunqongophala kwedatha
- Idatha ekumgangatho omdaka kunye nengalunganga, enexabiso elininzi elilahlekileyo nelingalunganga
- (Imfihlo) inovakalelo kwaye ngenxa yoko ayinakufikeleleka idatha
- Ukuthatha ixesha lokuhamba kunye neenkqubo zangaphakathi zokufikelela kwidatha efanelekileyo
Isiseko esomeleleyo isebe lakho lokuthenga lifuna
Ikhangeleka njani inkqubo yexesha elizayo, efanelekileyo yokuthenga? Ngokufanelekileyo, umntu angathanda ukuba nesiseko esomeleleyo sedatha esinokufikelela okulula okusetyenziswayo kunye nedatha ekumgangatho ophezulu ukuze abenakho ukuqonda ukwenziwa kwezinto okuqhutywa yidatha ngamagama angaphambili (umz. I-AI, ML, i-BI njl.). Ngesiseko sedatha esomeleleyo, idatha ekumgangatho ophezulu iya kukubonelela ngeziphumo ezikumgangatho ophezulu kunye nokuqonda okusebenzayo okuya kuthi kwandise isebe lakho lokuthenga kwaye kuya kukubonelela ngesahluko esikhulu xa kuthelekiswa nabo basenaso isiseko sedatha esifanelekileyo.
Ke sikwenza njani oku?
Ikhonkco lomelele njengesiqhagamshelo esibuthathaka. Kwaye kwikhonkco lokuthenga, uninzi lweekhonkco sele zikhona kwaye kulula ukuzisebenzisa. Nangona kunjalo, kukho ikhonkco elinye elinzima elilahlekileyo. Ungasiseka njani isiseko sedatha esomeleleyo kwaye ungaqala phi njengenkokeli yokuthenga?
Kuxhomekeke ekubeni yeyiphi imiceli mngeni kwisebe lakho lokuthenga elisokolayo, uSyntho unokukunceda ukuba useke esi siseko sedatha esomeleleyo. Eminye imizekelo exhaswa nguSyntho:
- Ukwenza (imfihlo) idatha ebuthathaka ifikeleleke ngaphandle kokuphulukana nomgangatho
- Khawulezisa ukufikelela kwedatha (ethe-ethe) kwidatha ukusuka kwiiveki (kwaye ngamanye amaxesha iinyanga) ukuya kwiiyure
- Usombulule ngobuchule imiba esemgangathweni yedatha enje ngamaxabiso alahlekileyo / angachanekanga
- Kwimeko yemingeni yokunqongophala kwedatha (ukuqeqesha umzekelo we-algorithms), sinokufaka isetwork / isampulu apho idatha yoqeqesho oluphezulu ikwisiseko
- Ukudala idatha eyongezelelekileyo yokwenziwa kunye neepateni ezifanayo, iimpawu kunye nobudlelwane bamanani njengedatha yoqobo onayo
Ngaba uyayiqonda imiqobo esiyikhankanyileyo? Kwaye ngaba eli nqaku likunika umbono ongcono wohambo lwakho ukuya ekuthengweni kwedatha-yokuqhuba kunye nenqanaba lakho lokubeleka? Singathanda ukuva ukuba umi phi, zeziphi iingxaki ohlangabezana nazo kunye nengxelo yakho ngokubanzi. Ke ngoko, uSyntho uzakubakhona kwiNkomfa yokuThengwa kwe-DPW ngo-Septemba 15th Kunye ne16th. Nceda uzive ukhululekile uku Qhagamshelana nathi kwaye usibuze yonke imibuzo onayo. Fikelela nje ngokusebenzisa Iqonga le-DPW or Qhagamshelana nathi ngokuthe ngqo ukuqhubela phambili nzulu kwikamva lokuthengwa okuqhutywa yidatha.
Idatha yenziwe, kodwa iqela lethu liyinyani!
Nxibelelana noSyntho kwaye enye yeengcali zethu iya kunxibelelana nawe ngesantya sokukhanya ukuphonononga ixabiso ledatha eyenziweyo!
Ngaba ufuna ukufunda ngakumbi malunga nomgangatho wedatha eyenziweyo? Jonga ividiyo ye-SAS ivavanya idatha yethu yokwenziwa!
Umgangatho wedatha yedatha eyenziweyo xa kuthelekiswa nedatha yoqobo ingundoqo. Kungenxa yoko le nto sisanda kubamba i-webinar kunye ne-SAS (inkokeli yemarike kuhlalutyo) ukubonisa oku. Iingcali zabo zokuhlalutya zavavanya iiseti zedatha ezenziweyo ezivela kwi-Syntho ngokusebenzisa iimvavanyo ezahlukeneyo zohlalutyo (AI) kunye nokwabelana ngeziphumo. Ungafumana inkcazo emfutshane yoku kule vidiyo.
