Mā ngā taputapu e whakamahia ana e te AI ka āwhina i ngā kaitātari raraunga ki te whakahaere aunoa i ngā rerengamahi, ki te hura i ngā māramatanga, me te whakatau whakatau e ahu mai ana i ngā raraunga me te nui ake o te whai huatanga.
Mena kei te rapu koe i ngā taputapu AI pai rawa atu mō ngā kaitātari raraunga , te Toa Kaiāwhina AI te wāhi e tika ana māu. Kei roto i ēnei he kōwhiringa kua whakaritea mō ngā otinga AI kua whakaritea mō ngā tohunga raraunga. I roto i ēnei, TRAE tētahi o ngā kaiawhina AI tino kaha, e āwhina ana i ngā kaitātari ki te horoi, ki te tukatuka, me te whakamārama raraunga me te ngāwari.
I roto i tēnei aratohu, ka tūhuratia e mātou ngā taputapu AI pai rawa atu mō ngā kaitātari raraunga, ō rātou āhuatanga, me te take a AI Assistant Store hei kimi i te otinga AI tino pai.
Ētahi atu tuhinga ka pai pea ki a koe i muri i te pānui i tēnei:
🔹 Ngā Utauta AI mō ngā Kaitātari Pakihi – He aratohu kua whiriwhiria ki ngā taputapu AI pai rawa atu hei āwhina i ngā kaitātari pakihi ki te whakatau whakatau tere ake, atamai ake hoki e ahu mai ana i ngā raraunga.
🔹 Ngā Utauta AI Koreutu mō te Tātari Raraunga – Kitea ngā tūāpapa AI kaha, kore utu mō te tātari raraunga me te whakaputa māramatanga mahi i runga i te tahua iti.
🔹 Ngā Utauta AI Pai rawa atu mō te Tātari Raraunga – Tūhurahia te āhua o te hurihanga a ngā taputapu tātari AI taumata teitei i ngā huinga raraunga uaua hei mātauranga pakihi rautaki, mārama hoki.
🔹 Ngā Utauta Pūmanawa Pūmanawa BI – Tirohia me pēhea te whakauru a te Power BI a Microsoft i te Pūmanawa Pūmanawa hou ki te huri i ngā papaaho whakahaere, ngā pūrongo, me te matapae pakihi.
🔹 He aha ngā taputapu AI mō ngā Kaitātari Raraunga?
Ka whakamahia e ngā taputapu AI mō te tātari raraunga te ako mīhini, te aunoatanga, me te tātari matapae hei āwhina i ngā kaitātari ki te mahi pai ake. Ka āwhina ēnei taputapu ki:
✅ Te Horoi me te Whakarite – Te whakahaere aunoa i ngā tautohetohe raraunga me te whakakore i ngā hapa
✅ Tātari Matatau – Te tautuhi i ngā tauira, ngā hononga, me ngā āhuatanga rerekē
✅ – Te matapae i ngā au me ngā putanga me ngā māramatanga e whakamahia ana e te AI
✅ Te Whakaaturanga Raraunga – Te whakaputa tūtohi me ngā pūrongo taunekeneke mō te kōrero pakiwaitara pai ake
✅ Te Tukatuka Reo Taiao (NLP) – Te tango i te tikanga mai i ngā raraunga tuhinga kore hanganga
Mā te whakauru i te AI ki roto i te tātari raraunga, ka taea e ngā kaitātari te arotahi ki ngā mahi nui te uara, kaua ki te whakapau i te wā ki te tukatuka raraunga ā-ringa.
🔹 Ngā Utauta AI Pai rawa atu mō ngā Kaitātari Raraunga
1. TRAE – Te Kaiawhina Raraunga Tino Pai e Whakakahangia ana e te AI
🔹 He aha i huri ai te kēmu: He kaiawhina AI tino matatau a TRAE i hangaia hei āwhina i ngā kaitātari raraunga ki te tukatuka me te whakamārama raraunga me te whai hua. Ka aunoa i ngā mahi uaua, mai i te horoi raraunga ki te tātari matapae.
🔹 Ngā Āhuatanga Matua:
✔️ Te Horoi Raraunga Aunoa – Ka kitea, ka whakatikahia hoki ngā rerekētanga o ngā huinga raraunga
✔️ Te Whakaaturanga Raraunga Atamai – Ka whakaputa tūtohi me ngā kauwhata whai kiko
✔️ Tātari Matapae – Ka whakamahi i ngā tauira e whakahaerehia ana e te AI mō te matapae ia au
✔️ Te Uiui Reo Māori – Whakautuhia ngā patai raraunga uaua me te whakauru tuhinga māmā
✔️ Te Whakaurunga Korekore – Ka mahi tahi me ngā taputapu Excel, SQL, Python, me BI
He mea nui te TRAE mā ngā kaitātari raraunga e hiahia ana ki te whakarei ake i tō rātou whai huatanga me te tika mā roto i ngā māramatanga e ahu mai ana i te AI.
2. Whakaahua me te AI (Einstein Analytics)
🔹 He aha i Tūwhera ai: Mā te Einstein AI , ka whakarei ake a Tableau i te whakaaturanga raraunga me te whakatau kaupapa mā te whakamahi i ngā māramatanga atamai.
🔹 Ngā Āhuatanga Matua:
✔️ Ngā matapae me te tātari au e whakamahia ana e te AI
✔️ Te whakaaturanga raraunga tōia-me-taka hei whakamahi ngāwari
✔️ Te whakaurunga maeneene ki ngā puna raraunga maha
Nā ngā āheinga AI o Tableau, he taputapu matua tēnei mā ngā kaitātari e hiahia ana ki ngā whakaaturanga raraunga pakari, taunekeneke hoki.
3. RaraungaRobot
🔹 He aha i kaha ai: Ka whakangawaritia e DataRobot te ako mīhini mō ngā kaitātari, ka taea ai e rātou te hanga tauira e whakahaerehia ana e te AI me te kore he mōhiotanga hōhonu ki te waehere.
🔹 Ngā Āhuatanga Matua:
✔️ Te ako mīhini aunoa (AutoML) mō ngā tātari matapae
✔️ Te hangarau āhuatanga me te whakamana tauira kua hangaia
✔️ Te whakatinanatanga ka taea te whakawhanui mō te tātari taumata-hinonga
He pai a DataRobot mō ngā kaitātari e hiahia ana ki te whakamahi i te AI mō te matapae matatau me te whakatau kaupapa e ahu mai ana i ngā raraunga.
4. Alteryx
🔹 He aha i pai ai ngā kaitātari: Ka whakahaere aunoa a Alteryx i te whakarite raraunga me te tātari raraunga, ka taea ai te tere ake o ngā māramatanga me te kore e hiahiatia he kaupapa matatini.
🔹 Ngā Āhuatanga Matua:
✔️ Atanga tōia-me-taka mō te tukatuka raraunga ngāwari
✔️ Ngā taunakitanga e whakamahia ana e te AI mō ngā tātaritanga atamai
✔️ Whakaurunga ki ngā tūāpapa Python, R, me te kapua
He tino pai a Alteryx mō ngā kaitātari e hiahia ana ki tētahi otinga AI kore-waehere/iti-waehere mō te tātari raraunga matatau.
5. Ako Maki
🔹 He aha i whai hua ai: Ka whakamahia e MonkeyLearn te AI hei tango māramatanga mai i ngā raraunga kore hanganga, pēnei i ngā arotake a ngā kiritaki, ngā īmēra, me ngā pāpāho pāpori.
🔹 Ngā Āhuatanga Matua:
✔️ Tātari tuhinga ā-AI me te NLP
✔️ Tātari kare ā-roto mō te mātauranga pakihi
✔️ Whakaurunga API me ngā taputapu pakihi pēnei i a Zapier me Google Sheets
He tino pai a MonkeyLearn mō ngā kaitātari e mahi ana i ngā raraunga he nui ngā tuhinga, e hiahia ana hoki ki ngā māramatanga e aratakina ana e te AI.
🔹 He aha te Toa Kaiāwhina AI te Wāhi Pai rawa atu mō ngā Utauta Raraunga AI
Mena kei te rapu koe i ngā taputapu AI pai rawa atu mō ngā kaitātari raraunga , tirohia te Toa Kaiāwhina AI . Kei roto:
✅ He kōwhiringa kua whiriwhiria o ngā taputapu tātari raraunga pai rawa atu e ahu mai ana i te AI
✅ Ngā whakahoutanga auau hei whakauru i ngā otinga AI hou
✅ Ngā māramatanga tohunga hei āwhina i a koe ki te kimi i te taputapu tika mō ō hiahia
Mai i a TRAE e whakahaerehia ana e te AI ki ngā taputapu pēnei i a Tableau AI me DataRobot , kei roto i te Toa Kaiāwhina AI ngā mea katoa e hiahiatia ana e te kaitātari raraunga hei whakatuwhera i ngā māramatanga hohonu me te whakahaere i ngā rerengamahi.