Mharidzo yeMashandisiro

AI Operations

Mashandiro eAI anochengeta modhi-yakavakirwa sevhisi yakavimbika mushure mekuvandudzwa.

Teerera kugwaro iriAI-yakarondedzerwa · ~2 min

Pa peji ino2 min verenga
  1. Pfupiso
  2. Zvakakosha zvinobuda
  3. Kudzika Kwakadzika
  4. Bvisa hurongwa hunoenderana
  5. Kuitwa muNyika yeChokwadi
  6. Kuzvishandisa
  7. Sources uye kuwedzera kuverenga
  8. Ramba Uchiongorora
  9. Mibvunzo inowanzo bvunzwa

Pfupiso

Iyo inovhara kuendesa, data uye modhi shanduro, kushandisa zviwanikwa, kutarisa, mhinduro yezviitiko, uye pamudyandigere. Chiyedzo chakabudirira chekudzidzisa hachiratidze kuti yakatenderedza dhizaini yekufambisa icharamba yakavimbika.

Zvakakosha zvinobuda

  1. Shanduro kusunungurwa kwakazara.
  2. Tarisa hutano hwebasa usati wasimudzirwa.
  3. Ipa chiitiko muridzi uye simbisa kupora.

Kudzika Kwakadzika

Tsanangura chinangwa chebasa uye miganhu yayo yekushandisa. Taura zvinotarisirwa zvinopinda, nguva yekupindura zvinonangwa, zvidikanwi zvekuwanikwa, uye izvo sevhisi inofanirwa kuita kana modhi kana kutsamira kusipo. Hunhu hwakadzikisirwa huri nyore kutonga pane kutsiva chinyararire chezvakabuda zvisina kuongororwa. Shandura kuburitswa kwakazara: modhi, shanduko yedata, kukurudzira, kudzoreredza indexes, kutsamira, uye kugadzirisa. Kuchinja imwe yeiyi inogona kuchinja maitiro kunyangwe iyo yeruzhinji API inoratidzika isina kuchinjika. Chengetedza nzira yakaedzwa kudzokera kune yekupedzisira inoenderana shanduro. Otomatiki cheki dzinodzokororwa uchichengetedza zvine musoro kuburitsa sarudzo. Simbisa zvibvumirano zvedata, mhanyisa ongororo yebasa, uye bvunzo resource miganho isati yaburitswa. Pombi inongozvidzidzisazve haifanire kusimudzira yega yega nzvimbo yekutarisa pasina kutarisa mhando uye kuenderana. Rongedza varidzi nezve chenjedzo uye kukundikana. Rekodha zvakaitika, izvo vashandisi kana zvakabuda zvakakanganiswa, uye kuti kupora kwakasimbiswa sei. Ongorora zviitiko zvinodzokororwa zvezvikonzero pane kungotangazve masevhisi. Kubudirira kwekushanda kunosanganisira kurongeka kwedata uye mhedzisiro yebasa pamwe nekuwedzera nguva.

04Muenzaniso wakashanda

Bvisa hurongwa hunoenderana

  1. Fungidzira imwe modhi itsva iri kutarisira kupihwa zita apo pombi yekuisa yekare ichiri kushandisa zita rapfuura.

  2. Kuendesa modhi chete kunogona kutyora zvikumbiro kunyangwe zvese zvikamu zvikapasa bvunzo dzazvo dzega.

  3. Rongedza shanduro dzinoenderana, edza kondirakiti kupera kusvika kumagumo, uye chengeta dzakapfuura mbiri kuti udzoke.

Zvazvinoratidza

Kuburitswa kwekufungidzira kunoratidza kuti sei AI mashandiro achigadzirisa sisitimu yekumisikidza kwete yemuenzaniso faira chete.

Kuitwa muNyika yeChokwadi

Sunungura modhi uye preprocessing kodhi pamwe chete neiyo rollback vhezheni.

Tarisa uone kana sevhisi isingawanikwe yekuburitsa inoburitsa chokwadi chisingawanikwe.

Kuzvishandisa

Nei zvichikosha

  • Vaka sarudzo. Kushandisa-level dhizaini inosarudza kana AI inovandudza mhedzisiro chaiyo.
  • Team uye workflow. Yakanaka workflow kusanganisa inogadzira budiriro inowanikwa vashandisi vanogona kuvimba.
  • Ngozi uye kuchengeteka. Makesi ekushandisa akakwenenzverwa anoderedza kupera kuneta uye njodzi yekushandisa.

Chenjera

  • Kuita otomatiki nzira yakaputsika inogona kukudza matambudziko aripo.
  • Matimu anogona kuwedzera otomatiki uye kubvisa kutonga kunodiwa kwevanhu.
  • Hunhu hunogona kudonha kana zvinobuda zvikasaramba zvichiongororwa.

Matanho anotevera

  1. Mepu mafambiro ebasa uye ratidza danho repamusoro-soro.
  2. Tsanangura nzvimbo dzekutarisa dzevanhu isati yazara otomatiki.
  3. Dzidzisa vashandisi pane zvinokurudzira, nzira dzekukwira, uye mhando dzemhando.
  4. Tevera basa-level zvabuda kuti usimbise kukosha kwakasimba.

Sources uye kuwedzera kuverenga

  1. Google CloudMLOps: kuenderera mberi kuburitsa uye otomatiki mapaipi

Ramba Uchiongorora

Tsamba yemahara

Tora iyo yemazuva ese AI pfupiso

Nhatu dzakasimbiswa dzeAI nyaya mangwanani ega ega pakati pevhiki, dzakanyorwa neChirungu chakajeka. Yemahara zvachose, hapana ads.

Imwe email zuva rega rega revhiki. Bvisa kunyoresa kamwe chete. Hatimbotengese kana kugovera kero yako.

Zviedze iwe pachako

Take the AI Operations quiz

Mhinduro yepakarepo pamhinduro yega yega, uye chitupa chinogovaniswa chine ID inobatika kana wapedza kosi.

Tanga mibvunzo

Tsigira dzidzo yemahara yeAI. AI Understanding ndeye 501(c)(3) isingabatsiri - hapana ads, hapana paywall, zvachose. Ita chipo

Mibvunzo inowanzo bvunzwa

Modhi yega yega ichangobva kudzidziswa inofanira kuiswa yega here?

Kuburikidza chete nehurongwa hwekuburitsa hunoongorora hunoenderana mhando, kuenderana, zviwanikwa, uye zvekutonga zvinodiwa. Basa rakapedzwa rekudzidzira harina kukwana.