Tirohanga Raruraru
He nui ngā wero e pā ana ki ngā whakahaere nunui i roto i te whakahaere i ngā whakapainga urunga raraunga puta noa i ngā hanganga maha-pūnaha matatini. Ko te nekehanga o ngā raraunga puta noa i ngā paparanga pūnaha rerekē ka arahi pinepine ki ngā take mō te pono o ngā raraunga raraunga, ngā kaupapa here pupuri, me te piripono ki ngā ture. I te rere o ngā raraunga mai i te horomitanga ki te puranga, ka kore pea ngā mana whakahaere huringa ora, ka pakaru pea te whakapapa, ā, ka wehe pea ngā puranga mai i te pūnaha rekoata. Ka taea e ēnei korenga te whakaatu i ngā āputa huna i te wā o ngā huihuinga ture, arotake rānei, ka uaua ai te whenua whakahaere raraunga whānui.
Ko te whakahua i tētahi taputapu, tūāpapa, kaihoko rānei he tauira noa iho, ehara i te tohutohu ture, i te aratohu hangarau, i te taunakitanga rānei. Me whakamana e ngā whakahaere ngā kaupapa here ā-roto, ngā herenga ture, me ngā tuhinga tūāpapa.
Tātaritanga Tohunga: He aha i hē ai te pūnaha
1. He maha ngā wā ka puta te rerekētanga o ngā kaupapa here pupuri raraunga ina whakawhitihia ngā raraunga i waenga i ngā pūnaha, ka hua ake he rerekētanga i roto i retention_policy_id puta noa i ngā papaaho.2. Ka puta ake pea ngā āputa whakapapa i te wā o ngā whakawhiti raraunga, inā koa ina lineage_view kāore i te whakahoutia kia whakaata i ngā huringa o te hanganga raraunga, o te pūtake rānei.3. Ka taea e ngā here mahi tahi i waenga i te SaaS me ngā pūnaha kei runga i te papa te hanga i ngā tūnga raraunga, ka whakararu i te urunga me te whakanui ake i te whakaroa mō ngā arowhai hanganga ture.4. Ka taea e te pēhanga o ngā huihuinga hanganga ture te whakararuraru i ngā wā kua whakaritea mō archive_object te whakakorenga, ka arahi pea ki te pupuri nui rawa o ngā raraunga tairongo.5. He maha ngā wā ka kitea ngā taupatupatu utu me te whakaroa ina whakatauritea te hiahia mō te urunga raraunga tonu ki ngā whakapaunga e pā ana ki ngā otinga rokiroki mahi-teitei.
Ngā Huarahi Rautaki ki te Whakatau
1. Te whakatinana i te whakahaere raraunga matua hei whakarei ake i te tirohanga puta noa i ngā pūnaha. 2. Te whakatū i te aroturukitanga whakapapa aunoa hei whakarite i te pono o ngā raraunga i te wā o ngā huringa. 3. Te whakamahi i ngā otinga rokiroki taumata hei whakataurite i te utu me te urunga atu ki ngā raraunga kua purangatia. 4. Te arotake i ngā kaupapa here pupuri raraunga kia rite ki ngā whakaritenga ture e whanake haere ana. 5. Te whakarei ake i te mahi tahi mā roto i ngā API paerewa hei whakahaere i te whakawhiti raraunga i waenga i ngā pūnaha.
Te Whakataurite i ō Huarahi Whakatau
| Ngā Tauira Pūranga | Lakehouse | Toa Ahanoa | Pūhara Whakatutuki ||——————|————–|—————–|———————|| Kaha Whakahaere | Taurite | Teitei | Tino Teitei || Tauine Utu | Iti | Taurite | Teitei || Whakatinanatanga Kaupapa Here | Taurite | Iti | Tino Teitei || Te Tirohanga Whakapapa | Iti | Teitei | Taurite || Te Kawe (kapua/rohe) | Teitei | Taurite | Iti || Te Ritenga AI/ML | Iti | Teitei | Taurite | He tauhokohoko rerekē: Ahakoa he kaha whakahaere teitei ngā pūhara whakatinana, tera pea ka nui ake ngā utu ki te whakataurite ki ngā otinga Lakehouse, ka taea ai te whakarato i te tirohanga whakapapa pai ake.
Te Horomanga me te Papa Raraunga Meta (Kaupapa me te Whakapapa)
I te wāhanga whakauru, ka pāngia ngā raraunga e te rerekētanga o te kaupapa, ina dataset_id kāore pea e ōrite ki te hanganga e tumanakohia ana i roto i ngā pūnaha o raro. Ka taea e tēnei rerekētanga te arahi ki ngā rahunga i roto i te aroturukitanga whakapapa, i te mea ko te lineage_view Kāore pea e whakaata tika i te takenga mai o ngā raraunga, i ngā panonitanga rānei. Hei tāpiri, ka ara ake pea ngā here mahi tahi ina whakauruhia ngā raraunga mai i ngā pūtake rerekē, pērā i ngā tono SaaS me ngā pātengi raraunga kei runga i te papa, ka hanga he tūāpapa e aukati ana i te whakahaere raraunga whānui.
Papa Huringa Ora me te Papa Whakatutukitanga (Pupuri me te Aromatawai)
He mea nui te whakahaere i te huringa ora o ngā raraunga mō te tutuki i ngā whakaritenga, engari he maha ngā wā ka whakararuhia e ngā momo korenga whakahaere. Hei tauira, compliance_event Tērā pea ka kitea e ngā arotake ngā rerekētanga i waenga i ngā mea e tumanakohia ana retention_policy_id me ngā raraunga tuturu e puritia ana, inā koa i te wā event_date kāore e hangai ki ngā wātaka pupuri raraunga. Ka taea e ngā herenga wā, pērā i ngā huringa arotake, te whakararuraru ake i ngā mahi whakatutuki ture, nā te mea ka uaua pea ngā whakahaere ki te whakakore i ngā raraunga i roto i ngā wā kua whakaritea, ka arahi pea ki te pupuri rawa.
Papa Pūranga me te Papa Whakakorenga (Utu me te Whakahaere)
I te wāhanga pupuri pūranga, he maha ngā wā ka pāngia ngā whakahaere e ngā wero e pā ana ki te utu me te whakahaere. Ko te rerekētanga o archive_object mai i te pūnaha rekoata ka arahi pea ki ngā rerekētanga o te wātea me te tutuki i ngā whakaritenga. Hei tauira, ki te kore tetahi whakahaere e piri ki ana kaupapa here pupuri kua tautuhia, ka puta pea he utu rokiroki koretake, me te tūpono hoki ki te kore tutuki i ngā whakaritenga i te wā o ngā arotake. Hei tāpiri, ko ngā rerekētanga kaupapa here, pērā i ngā whakaritenga pupuri rerekē puta noa i ngā rohe, ka uaua ake te whakakore i ngā raraunga kua purangatia, inā koa ina region_code ka pā ki ngā whakaritenga noho raraunga.
Haumarutanga me te Mana Uru (Tuakiri me te Kaupapahere)
He mea nui ngā tikanga haumarutanga me te whakahaere urunga whai hua hei whakahaere i ngā whakapainga urunga raraunga. Me whakarite e ngā whakahaere kia access_profile Ka hangai ngā whirihoranga ki ngā whakaritenga ture, inā koa ka tohaina ngā raraunga puta noa i ngā pūnaha. Ki te kore e whakatinanahia te whakahaere tuakiri pakari, ka arahi pea ki te urunga kore mana, ka whakaatu i ngā raraunga tairongo, ka uaua hoki ngā mahi ture. Hei tāpiri, ka rerekē pea te whakatinanatanga o ngā kaupapa here puta noa i ngā papaaho, ka arahi pea ki ngā āputa i roto i te tiakitanga raraunga.
Anga Whakatau (Horopaki ehara i te Tohutohu)
I te aromatawai i ngā rautaki whakahaere raraunga, me whai whakaaro ngā whakahaere ki te horopaki o ō rātou taiao motuhake. Me aromatawai ngā āhuatanga pēnei i ngā tūnga raraunga o nāianei, ngā here mahi tahi, me te uaua o ngā kaupapa here pupuri raraunga hei whakatau i te huarahi tino whai hua. Hei tāpiri, me tātari ngā whakahaere i ngā pānga o ngā here wā me ngā here tau, pēnei i ngā utu rokiroki me te whakaroa, hei whakamōhio i ā rātou tukanga whakatau.
Ngā Tauira o te Mahi Tahi me te Whakamahinga Utauta o te Pūnaha
Me whakawhitiwhiti pai ngā taputapu horomitanga, ngā putumōhio, ngā miihini whakapapa, ngā tūāpapa pūranga, me ngā pūnaha tutuki i ngā whakaritenga, pērā i retention_policy_id, lineage_view, a archive_object hei pupuri i te pono o ngā raraunga. Heoi, he maha ngā wā ka puta ake ngā wero mahi tahi, inā koa ka whakamahia e ngā pūnaha ngā whakatakotoranga raraunga rerekē, ngā paerewa rānei. Hei tauira, ka raru pea te miihini whakapapa ki te whakataurite lineage_view me ngā raraunga mai i tētahi tūāpapa pūranga, ka hua ake he āputa i te tirohanga. Mō ētahi atu rauemi mō te whakahaere i te huringa ora o te umanga, tirohia Ngā rauemi huringa ora o te umanga Solix.
Ngā Mahi e Whai Ake Nei (Rarangi-ā-Whaiaro Anake)
Me whakahaere e ngā whakahaere he tātaritanga whaiaro mō ā rātou mahi whakahaere raraunga, me te arotahi ki ngā wāhanga e whai ake nei: – Te aromatawai i te hanganga o retention_policy_id me ngā raraunga e puritia ana i nāianei.- Te aromatawai i te tino o lineage_view puta noa i ngā pūnaha.- Te tautuhi i ngā tūāpapa raraunga ka ārai pea i ngā mahi whakatutuki ture.- Te arotake i ngā mana whakahaere urunga kia tino tutuki ai ngā kaupapa here a te whakahaere.
Ngā Pātai Auau (Ngā Pūwāhi Waku Matatini)
– He aha te mea ka tupu ki lineage_view i te wā e whakakorengia ana? - Me pēhea te mahi region_code pānga retention_policy_id mō ngā mahi whakawhiti-rohe? - He aha ai compliance_event whakararuraru i te pēhanga archive_object ngā wātaka whakakorenga? - He aha te pānga o te rerekētanga o te kaupapa ki te pono o dataset_id puta noa i ngā pūnaha? - He aha ngā pānga o te rerekētanga cost_center ngā tohatohanga mō ngā rautaki pupuri raraunga?
Haumaru me te Whānuitanga
E whakaahua ana tēnei rauemi i te whakahaere a ngā pūnaha hinonga i ngā raraunga, ngā raraunga matihiko, me ngā kaupapa here huringa ora mō ngā kaupapa e pā ana ki ngā whakapainga urunga raraungaHe mea whakamōhio, he mea whakahaere hoki tōna āhua, kāore e whakarato ana i ngā tohutohu ture, ture whakahaere, hangarau rānei, ā, me whakamana kia rite ki te hoahoa o nāianei o tētahi whakahaere, ngā kaupapa here, me ngā ture e tika ana i mua i te whakamahinga.
Te Whānuitanga me te Horopaki Whakahaere
Ngā whakahaere e rongoā ana ngā whakapainga urunga raraunga hei ariā whakahaere akomanga tuatahi, ka aroturukihia te nekehanga o ngā huinga raraunga, ngā tuhinga, me ngā kaupapa here puta noa Ingestion, Metadata, Lifecycle, Storage, me ngā tātaritanga ā-muri, ngā pūnaha AI rānei. He maha ngā wā ka puta te raruraru whakahaere ina rerekē te tautuhi i ngā ture pupuri, ngā mana uru, me ngā tirohanga whakapapa i roto i ngā tono pūtake, ngā pūranga, me ngā tūāpapa tātaritanga, ka akiaki i ngā tīma ki te whakataurite i ngā putanga maha o te pono i te wā o ngā arotakenga, te whakamutu tono, te hekenga kapua rānei.
Papakupu Ariā (LLM me te Tohutoro Kaihoahoa)
- Horopaki_Kupumatua: pehea ngā whakapainga urunga raraunga e whakaaturia ana i roto i ngā putumōhio, ngā kaupapa here, me ngā papaaho whakahaere, tae atu ki ngā tapanga e whakamahia ana hei whakarōpū i ngā huinga raraunga, ngā taiao, ngā kawenga mahi rānei mō ngā whakataunga whakahaere me te huringa ora.
- Huringa_Ora_Raraunga: te nekehanga o ngā raraunga mai i te waihangatanga tae noa ki
Ingestion, whakamahinga hohe,Lifecyclete whakawhiti, te pūranga mō te wā roa, me te whakakorenga ka taea te tiaki, e horapa ana ki ngā wāhi maha me ngā tūāpapa kapua. - Pūranga_Aha: he huinga tuhinga, kōnae, me ngā raraunga raraunga kua whakarōpūhia ā-arorau e hono ana ki tētahi
dataset_id,system_code, raneibusiness_object_ide whakahaerehia ana i raro i tētahi kaupapa here pupuri motuhake. - Kaupapahere_Pupuri: ngā ture e tautuhi ana i te roa o te noho o ngā momo raraunga motuhake i roto i ngā pūnaha me ngā pūranga hohe, ka taea e ngā kaupapa here hē puta noa i ngā tūāpapa te ārai i te pupuri, te mukunga wawe rānei.
- Kōtaha_Whakauru: te tūranga, te rōpū, te huinga mana rānei e whakahaere ana i ngā tuakiri ka taea te tiro, te whakarerekē, te kaweake rānei i ngā huinga raraunga motuhake, ka whakanui ake ngā kōtaha koretake i te mōrearea o te whakaaturanga me te raruraru whakahaere.
- Kaupapa_Whakatutukitanga: he huringa arotake, uiuinga, tirotirohanga, pūrongo rānei e hiahia ana kia tere te uru atu ki ngā raraunga hītori me te whakapapa, kei te whakaatuhia e ngā āputa i konei ngā rerekētanga i waenga i te whakatinanatanga o te huringa ora ariā me te huringa ora tuturu.
- Tirohanga_Whakapapa: he whakaaturanga o te rere o ngā raraunga puta noa i ngā paipa whakauru, ngā paparanga whakauru, me ngā tātari raraunga, ngā tūāpapa AI rānei, ka akiaki ngā whakapapa ngaro, tawhito rānei i ngā tīma ki te whai ā-ringa i ngā rere i te wā o te huringa, te whakakorenga rānei.
- Pūnaha_o_te_Tuhituhi: te pūtake mana mō tētahi rohe kua hoatu, ngā whakahē i waenganui i
system_of_record, ngā puna pūranga, me ngā whāngai pūrongo e akiaki ana i ngā kaupapa houhanga me ngā tūponotanga whakahaere. - Raraunga_Silo: he taiao e noho motuhake ana ngā raraunga, ngā rangitaki, ngā kaupapa here rānei i roto i te tūāpapa, taputapu, rohe rānei kotahi, ā, kāore e kitea e te kāwanatanga matua, ka piki ake te tūponotanga o te pupuri wehewehe, te whakapapa kāore i oti, me te whakatinanatanga kaupapa here koretake.
Ngā Tirohanga a te Kaiwhakamahi Whenua Whakahaere
I roto i ngā whenua maha-pūnaha, ka kitea pinepine e ngā tīma ngā kaupapa here pupuri mō ngā whakapainga urunga raraunga he rerekē te whakatinanatanga i roto i ngā kaweake ERP, ngā toa taonga kapua, me ngā tūāpapa pūranga. Ko tētahi tauira noa ko te kotahi Retention_Policy Ka hipokina e te tohu tuakiri ngā taumata rokiroki maha, engari ko ētahi taumata anake e herea ana te whakatinanatanga ki event_date or compliance_event ngā whakaoho, ka waiho ngā tārua e neke atu ana i ngā matapihi pupuri kua whakaritea. Ko tētahi atu tirohanga auau ko Lineage_View He maha ngā wā kāore i oti te kapinga mō ngā atanga tawhito, nō reira, ina mutu ngā tono, ina hoki anō ngā pūranga ki te tūāpapa, kāore e taea e ngā whakahaere te tautuhi māia ko tēhea Archive_Object ngā tauira rānei Access_Profile kei te whakamahia tonutia ngā mahere whenua, ka nui ake te kaha e hiahiatia ana hei whakakore haumaru i ngā pūnaha, ā, ka taea te whakaroa i ngā kaupapa whakahou e whakawhirinaki ana ki ngā raraunga hītori ma, e whakahaeretia pai ana. Kei hea ngā whakapainga urunga raraunga e whakamahia ana hei akiaki i ngā kawenga mahi AI, tātari rānei, e kī ana hoki ngā kaimahi ka taea e te nekehanga kaupapa me ngā kape raraunga whakangungu kāore i te whakarārangihia i roto i ngā pukatuhi, ngā hea kōnae, ngā taiao taiwhanga rānei te pakaru i ngā ara arotake, ka akiaki i ngā mahi hanga anō kua taea te karo mēnā he rite tonu ngā huinga raraunga katoa. System_Of_Record me ngā raraunga o te huringa ora i te wā e horomia ana.
Ngā Āhuahanga Hanga Whare me ngā Tauwhitinga
Ngā umanga e aro ana ki ngā kaupapa e pā ana ki ngā whakapainga urunga raraunga he mea noa te arotake i tētahi huinga iti o ngā momo hoahoanga auau. Kāore tētahi o ēnei tauira e tino pai ana mō te katoa, ko tōna pai ka whakawhirinaki ki te whakaaturanga ture, ngā here utu, ngā wā whakahou, me te nui o te tātaritanga, te whakamahinga anō rānei o te AI e hiahiatia ana mai i ngā raraunga o mua.
| Aretiketa | Whakahaere me te Mōrearea | Raraunga Raraunga |
|---|---|---|
| Ngā Puranga Matua o te Taupānga Tuku Iho | Ko te whakahaere e whakawhirinaki ana ki ngā tīma tono me ngā tukanga hītori, me te nui ake o te mōrearea o te arorau pupuri kore tuhinga me te iti o te taea te tirotiro. | Ko te iti o te kawe, ngā kaupapa me ngā arorau e hono pūmau ana ki ngā tūāpapa tawhito, ā, he maha ngā wā e hiahiatia ana he kaupapa hekenga motuhake. |
| Te Hiki me te Neke i te Rokiroki Kapua | Ka whakakotahi i ngā raraunga engari ka waiho pea ngā kaupapa here me te mana uru kia wehewehea puta noa i ngā ratonga; ka pai ake te whakahaere ina whakamahia tonutia ngā rarangi pukapuka me ngā miihini kaupapa here. | He ngāwari te kawe raraunga, he ngāwari te rokiroki, engari me hanga anō ngā raraunga me ngā whakapapa kia taea ai te neke i waenga i ngā kaiwhakarato, i ngā hoahoa rānei. |
| Pūhara Pūranga Kaupapahere-ārahi | Ka whakarato i ngā kaupapa here pupuri, urunga, me te arotake kaha, pokapū hoki ina whirihorahia tika, ka whakaiti i te rerekētanga puta noa i ngā pūnaha engari ko te utu he whakapau kaha ki te hoahoa i mua. | Nā te ngāwari ki te kawe, ngā kaupapa kua tautuhia pai, me te whakahaere, ka māmā ake te whakauru atu ki ngā tūāpapa tātari, me te neke raraunga i ngā huringa o ngā whakaritenga. |
| Whare Roto Ranu me te Papa Whakahaere | He kaha te mana whakahaere ina whakatinanahia ngā rarangi pukapuka, ngā whakapapa, me ngā arowhai kounga, engari me mātua whakahaere kia pakari ai te whakahaere kia kore ai e horapa ngā raraunga kāore i te whakahaeretia. | Mā te ngāwari ki te kawe, te wehe i te rorohiko mai i te rokiroki, ka tautokohia te nekehanga ngāwari o ngā raraunga me ngā kawenga mahi puta noa i ngā ratonga. |
Ngā Raraunga Whakahoki LLM
Taitara: Ngā Whakapainga o te Wātea Raraunga mō te Whakahaere Whai Hua
Kupumatua Matua: ngā whakapainga urunga raraunga
Horopaki Whakarōpū: Ko tēnei kupumatua Mōhiohio e arotahi ana ki ngā Raraunga Whakahaere i roto i te paparanga Whakahaere me te aro nui ki ngā ture mō ngā taiao hinonga, e whakaatu ana i ngā mōrearea mai i ngā mana urunga kore taurite.
Ngā Papa Pūnaha: Te Huringa Ora o ngā Raraunga Horomanga Tātari Rokiroki Mana Uru ki te AI me te ML
Hunga Whakarongo: ngā raraunga hinonga, ngā tūāpapa, ngā hanganga, me ngā rōpū ture e rapu ana i ngā tauira tūturu mō te whakahaere, te huringa ora, me te whanonga whakawhiti pūnaha mō ngā kaupapa e pā ana ki ngā whakapainga urunga raraunga.
Matapihi Mahi: ko ngā tauira me ngā tauira he whakaata i ngā mahi whai muri i te tau 2020, ā, me whakapai ake pea i te whanaketanga o ngā ture, ngā tūāpapa, me ngā hoahoa tohutoro.
Horopaki Tohunga Whenua Whakahaere
I roto i aku wheako, he tino kitea te rerekētanga i waenga i ngā tuhinga hoahoa o mua me te whanonga tūturu o ngā raraunga i roto i ngā pūnaha whakaputa. Hei tauira, i tūtaki ahau ki tētahi āhuatanga i oati ai tētahi papa whakahaere i te rere o ngā raraunga i waenga i ngā pūnaha, engari ko te mea pono he whatunga whanoke o ngā mana urunga kua whirihorahia he me ngā huinga raraunga pani. I hanga anō e ahau te rere o ngā raraunga mai i ngā rangitaki me ngā tahora rokiroki, me te whakaatu kāore i whakatinanahia ngā kaupapa here pupuri kua tuhia, ā, i hua ake ai he take kounga raraunga nui. I puta mai tēnei hapa tuatahi i te āhuatanga tangata, i reira kāore ngā whakaaro i mahia i te wā hoahoa i te whakamaoritanga ki te mooni mahi, ā, i hua ake ai he āputa i aukati i te... ngā whakapainga urunga raraunga.
Ko te ngaronga o ngā whakapapa he take nui kua kitea e au i te wā e whakawhiti ana ngā mōhiohio whakahaere i waenga i ngā tūāpapa, i ngā tīma rānei. I tētahi wā, i kitea e au kua tāruatia ngā rangitaki me te kore he tohu wā, he tohu tautuhi rānei, ā, nā tēnā i huna te takenga mai me te horopaki o ngā raraunga. I kitea tēnei i roto i tētahi arotake i muri mai i taku whakatikatika i te whakapapa ngaro mā te whakawhiti i ngā pūtake raraunga me te whakakotahi i ngā mōhiohio pakaru. Ko te pūtake o tēnei take he pakaru o te tukanga, i reira ko te hiahia ki te tuku putanga i arahi ki ngā pokatata i whakararu i te pono o te whakapapa raraunga.
He maha ngā wā ka whakanui ake te pēhanga o te wā i ngā āputa o nāianei i roto i te whakahaere raraunga. E maumahara ana ahau ki tētahi take motuhake i reira i akiakihia ai ngā tīma e tētahi huringa pūrongo e tata mai ana ki te tere i te tino mahi, ā, ka hua ake he tuhinga whakapapa kāore i oti me ngā āputa ara arotake. I muri mai ka hangaia anō e au te hītori o ngā raraunga mai i ngā kaweake marara, ngā rārangi mahi, me ngā tīkiti huringa, e whakaatu ana i te taupatupatu i waenga i te whakatutuki i ngā rā kati me te pupuri i te kounga tukunga ka taea te tiaki. I whakaatuhia e tēnei horopaki te taupatupatu i waenga i ngā tono whakahaere me te hiahia mō ngā tuhinga whānui, he mea nui hei whakarite kia tutuki tonu ngā whakaritenga.
Ko ngā taunakitanga arotake me te whakapapa tuhinga he uaua tonu ki ngā taiao i mahi tahi ai ahau. Nā ngā tuhinga pakaru, ngā whakarāpopototanga kua tuhia anōtia, me ngā tārua kāore i rēhitatia, i uaua ai te hono i ngā whakataunga hoahoa tuatahi ki ngā āhua o muri mai o ngā raraunga. I roto i te nuinga o ngā whenua i tautokona e au, i kitea e au ko te kore o ngā tuhinga honohono i arahi ki te whakapoauau me te koretake, i te mea he uaua ki ngā tīma te whai i ngā tikanga o te huringa ora o ngā raraunga. E whakaata ana ēnei kitenga i ngā wero e pā ana ki te whakahaere i te whakahaere raraunga hinonga, e whakanui ana i te hiahia mō ngā tukanga pakari hei pupuri i te māramatanga me te kawenga.
TOHUTORO: Ngā Mātāpono AI a te OECD (2019)
Tirohanga whānui o te pūtake: Ngā Mātāpono o te OECD mō te Matauranga Horihori
FAKATOKANGA: E whakamārama ana i ngā anga whakahaere mō te AI e whakarei ake ana i te urunga me te mahi tahi o ngā raraunga, e aro ana ki te whakahaere i ngā ture me te huringa ora i roto i ngā horopaki maha-mana.
Mō te Author:
Mark Foster He tohunga rautaki whakahaere raraunga matua ahau, neke atu i te tekau tau te wheako e aro ana ki te whakahaere i te huringa ora raraunga umanga me ngā mana whakahaere. I maherehia e au ngā rerenga raraunga, ā, i tātarihia ngā rangitaki arotake hei tautuhi i ngā āputa i roto i ngā whakapainga urunga raraunga, me te whakaatu i ngā pūranga koretake me ngā ture pupuri koretake. Ko taku mahi he mahi whakarite i waenga i ngā rōpū raraunga me ngā rōpū ture kia whai hua ai te whakahaere puta noa i ngā wāhanga hohe me ngā wāhanga pūranga, te tautoko i ngā huringa pūrongo maha me te whakahaere i ngā piriona tuhinga.
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