Basics GUIDE
AI Kuongorora Basics
AI ongororo inoedza kana sisitimu inosangana nechinangwa chakatsanangurwa pasi pemamiriro akataurwa.
Teerera kugwaro iriAI-yakarondedzerwa · ~2 min
Pa peji ino2 min verenga
Pfupiso
Inobatanidza mienzaniso inomiririra, mitemo yakajeka yezvibodzwa, uye kuongororwa kwezvikanganiso. Mhinduro yeAPI yakabudirira kana ratidziro yakakwenenzverwa hairatidze kuti sisitimu inoita basa rakarongwa nekuvimbika.
Zvakakosha zvinobuda
- Isa maitiro ekugamuchirwa usati waedzwa.
- Chengetedza seti yekuongorora yakabatikana.
- Yera zvemukati, mafambiro ebasa, uye kutadza kubata zvakasiyana.
Kudzika Kwakadzika
Nyora maitiro ekubvuma kutanga. Rondedzera chinopinza, chinotarisirwa kubuda, zvikanganiso zvinogoneka, zvimhingamipinyi zvenguva yekupindura, uye mamiriro anofanirwa kuita kuti sisitimu irege kana kuwedzera. Batanidzai nheyo yakapfava yekuratidza kana kuwedzera kuoma kunopa bhenefiti inoshanda. Vaka zvakasiyana kusimudzira uye evaluation seti. Mienzaniso yebudiriro inotsigira kudzokorora; yakachengetwa-yakagadzikwa inoedza sarudzo mushure mekunge dzaitwa. Kudzokorora kurongedza seti yekupedzisira yekuyedza kunoishandura kuita imwe seti yekuvandudza. Rekodha mavhezheni kuitira kuti chibodzwa chakashandurwa chitariswe kune yakashandurwa data, kukurumidza, modhi, kana zvibodzwa. Shandisa metrics inoenderana nebasa racho. A classifier anoda class-specific error analysis; muchidimbu anoda kuongororwa kwechokwadi kuenderana uye kufukidza; mumiririri anoda kuongororwa kwezviito zvakapedzwa uye zvisingatarisirwi nemigumisiro. Batanidza nyaya dzakaoma pane kungoisawo zvawo. Ongorora zvabuda nekusavimbika nemhedzisiro mupfungwa. Kukundikana kusingawanzoitiki kunogona kukosha kupfuura misiyano yakawanda isingakuvadzi yemashoko. Dzokorora basa re stochastic zvakakwana kuti unzwisise kusiyanisa, uye nyora apo iyo ongororo isingamiriri kushandiswa chaiko. Kuongorora kunotsigira sarudzo; hazvibvisi kusava nechokwadi.
04Muenzaniso wakashanda
Edzai invoice extractor
Gadzirira invoice yakagadzirwa ine subtotal 80, mutero 8, uye yakazara makumi masere nemasere, pamwe neimwe invoice iyo yese isipo.
Score munda kutorwa uye arithmetic kuenderana zvakasiyana. Inoda kukosha kwekushaikwa kwegwaro rechipiri.
Wedzera kesi ine nhamba isingaenderane pedyo neiyo yakazara label kuti utarise kana sisitimu inogadzira mhinduro iri nyore.
Zvazvinoratidza
Chiitiko ichi chinotsanangura kurongeka kupfuura kungodzosa JSON yakanyatsogadzirwa.
Kuitwa muNyika yeChokwadi
Edza maitiro ekubvisa pane zvinyorwa zvisipo uye zvinopokana.
Simbisa mamiriro ekupedzisira emumiririri mushure mechiitiko pane kuvimba nemeseji yebudiriro.
Kuzvishandisa
Nei zvichikosha
- Sarudzo dzakajeka. Inokubatsira kuparadzanisa zvakajeka zvichemo zvehunyanzvi kubva mumutauro wekushambadzira.
- Mutengo uye bhajeti. Iwe unogona kubvunza zvirinani kuita mibvunzo usati washandisa mari kana nguva.
- Team uye workflow. Zvikwata zvine nzwisiso yakagovaniswa inoita zvirinani chigadzirwa, mutemo, uye sarudzo dzekudzidza.
Chenjera
- Zvikwata zvakasiyana zvinogona kushandisa izwi rimwechete zvakasiyana, saka tsanangura nzvimbo nekukurumidza.
- Benchmarks inogona kutaridzika yakasimba nepo chaiyo-yenyika kuita isina kuenzana.
- Kuregeredza mhando yedata uye zvirongwa zvekuongorora zvinowanzogadzira mhedzisiro isina kusimba.
Matanho anotevera
- Tanga netsanangudzo yemutauro wakajeka yemhedzisiro yaunoda.
- Sarudza metric imwe yekubudirira uye imwe yekutadza mamiriro usati waedzwa.
- Mhanya mutyairi mudiki ane data remumiriri, kwete demo rakakwenenzverwa.
- Gwaro uko AI Evaluation Basics inobatsira uye uko nzira dzakareruka dziri nani.
Sources uye kuwedzera kuverenga
- scikit-learnKusarudzwa kwemuenzaniso uye kuongorora
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 Evaluation Basics quiz
Mhinduro yepakarepo pamhinduro yega yega, uye chitupa chinogovaniswa chine ID inobatika kana wapedza kosi.
Tsigira dzidzo yemahara yeAI. AI Understanding ndeye 501(c)(3) isingabatsiri - hapana ads, hapana paywall, zvachose. Ita chipo
Mibvunzo inowanzo bvunzwa
Mienzaniso mingani yebvunzo yakakwana?
Iko hakuna kuverenga kwepasirese. Humbowo hunodiwa hunoenderana nekusiyana, zvisingawanzo kukundikana modhi, kusava nechokwadi kunogamuchirwa, uye mhedzisiro yekukanganisa.
Ramba uchidzidza
Mazano anoenderana
Mamwe madhairekitori akasarudzirwa nyaya iyi