Incamake
Amahugurwa / gukorera skew bibaho mugihe ibiranga urugero rwigira kumurongo utandukanye nibintu byakiriye mubikorwa, guceceka neza. Gufata no gukumira uku kudahuza ni umwe mu mirimo igoye, y'ingenzi mu kwiga imashini nyayo.
Kurubuga rwa interineti na Offline Gukora Skew ni inyubako ya tekiniki yubaka igira ingaruka kumiterere yicyitegererezo, igiciro cyibikorwa remezo, ubukererwe, no kwizerwa mubipimo.
Kwibira cyane
Abanyamideli batozwa 'kumurongo' mubice byinshi byamateka, hanyuma bagatanga ibyahanuwe 'kumurongo' mugihe nyacyo. Skew ivuka iyo izi nzira zombi zibara ibintu bitandukanye. Impamvu zisanzwe: code itandukanye (Python batch akazi na Java ikorera serivise) itabyemera; igihe gisohoka, aho imyitozo ya interineti ikoresha kubwimpanuka ikoresha amakuru ataraboneka mugihe cyo guhanura; nibiranga kumurongo kumurongo, aho agaciro nk '' gutumiza mumasaha yanyuma 'kashe kandi kitajyanye n'igihe. Icyitegererezo gisa neza mugusuzuma kumurongo ariko ntigikora neza kuberako inyongeramusaruro ibona itagihuye nibyo yatoje. Kumenya skew bisaba kwandikisha ibintu nyabyo bitangwa kumurongo no kugereranya ibyo bagabanije hamwe namahugurwa yashizweho, mugihe kuyirinda ashyigikira igisobanuro kimwe gisangiwe kumpande zombi.
Ubushishozi
Ubwunganizi bwibanze ni ingingo-mugihe gikwiye: mugihe wubaka amakuru yimyitozo ugomba kwinjiza buri kirango hamwe nibiranga indangagaciro nkuko byari bimeze muricyo gihe nyacyo, ntanarimwe hamwe namakuru yigihe kizaza, bitabaye ibyo icyitegererezo 'kiba' kumurongo kandi bikananirana kumurongo. Ububiko bwihariye burabishyira mubikorwa hamwe ningendo-yingendo hamwe hamwe nigice cyo guhindura ibintu, bityo kubara bisa bisubiza inyuma icyiciro (kumurongo) hamwe nububiko buke bwo kumurongo. Kwinjira mubikorwa byatanzwe bituma amatsinda agereranya imibare kumurongo hamwe nogukwirakwiza kumurongo kugirango tumenye drift.
Kumenya Kumurongo na Offline Ikiranga Gukora Skew
Amahugurwa / gukorera skew bibaho mugihe ibiranga urugero rwigira kumurongo utandukanye nibintu byakiriye mubikorwa, guceceka neza. Gufata no gukumira uku kudahuza ni umwe mu mirimo igoye, y'ingenzi mu kwiga imashini nyayo. Kurubuga rwa interineti na Offline Gukora Skew ni inyubako ya tekiniki yubaka igira ingaruka kumiterere yicyitegererezo, igiciro cyibikorwa remezo, ubukererwe, no kwizerwa mubipimo. Kugirango wubake byimbitse, fata kumurongo hamwe na Offline Ikiranga Gukora Skew nkicyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mubimenyerezo, amakipe akomeye akoresha kumurongo na Offline Ikiranga Serivise Skew itezimbere imyubakire, amakuru, hamwe nibikorwa remezo birwanya kwizerwa nigiciro. Bandika ibipimo ngenderwaho byerekana intsinzi, bagerageza kurwanya amakuru afatika hamwe nakazi keza, kandi bagasubiramo bashingiye kubikorwa byagaragaye ko batsinzwe aho gutsinda inshuro imwe. Aha niho imyumvire yubumenyi ihinduka mubushobozi burambye kubicuruzwa, politiki, nibikorwa.
Ibyemezo byubwubatsi bitwara imikorere nigiciro cyimikorere kumyaka. Mugihe kimwe, Guhindura igipimo kimwe gishobora guhisha intege nke za sisitemu. Uburyo bukomeye cyane ni uguhuza umuvuduko wikigereranyo hamwe na disipuline yimiyoborere: kuyobora abaderevu, gufata ibimenyetso, gutangaza ibyemezo byicyemezo, no gukomeza kuvugurura uburyo bwo kwirinda nkimyitwarire yicyitegererezo, ibyo abakoresha bategereje, nibisabwa n'amategeko bigenda bihinduka.
Ingaruka z'Ingamba
Ibyemezo byubwubatsi bitwara imikorere nigiciro cyimikorere kumyaka.
Ibyemezo byubwubatsi bitwara imikorere nigiciro cyimikorere kumyaka. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Ubuhanga bwa tekinike bufasha amakipe guhitamo umurongo ukwiye, ntabwo ari shyashya gusa.
Ubuhanga bwa tekinike bufasha amakipe guhitamo umurongo ukwiye, ntabwo ari shyashya gusa. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Guhitamo neza bya injeniyeri bigabanya ibintu byizewe mubikorwa.
Guhitamo neza bya injeniyeri bigabanya ibintu byizewe mubikorwa. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Gushyira mu bikorwa Isi
Porogaramu yo kugabana kugendana isanga moderi yayo ya ETA yateshejwe agaciro imbonankubone kuko kumurongo wa 'traffic traffic' kumurongo wabitswe muminota 10 mugihe imyitozo yakoresheje indangagaciro nshya.
Itsinda ryuburiganya ryavumbuye ukuri kuri interineti ryashyizwe ahagaragara no kumeneka: imyitozo yinjiye mu ibendera rya 'chargeback' ibaho nyuma yubucuruzi bwahanuye.
Itsinda rya ML ryandika buri kintu cyatanzwe mubikorwa kandi gikora imirimo ya nijoro ugereranije no kugabura kwayo hamwe namahugurwa yo kumenyesha skew.
Itsinda ryibyifuzo bivanaho skew mugusimbuza ibyanditswe bibiri bitandukanye hamwe nibisobanuro-bimwe bisobanura ububiko bukora imyitozo hamwe na API nzima.
Uburyo bwo Gushyira mu bikorwa
Kurubuga na Offline Ikiranga Gukora Skew mubikorwa
Porogaramu yo kugabana kugendana isanga moderi yayo ya ETA yateshejwe agaciro imbonankubone kuko kumurongo wa 'traffic traffic' kumurongo wabitswe muminota 10 mugihe imyitozo yakoresheje indangagaciro nshya.
Porogaramu yo kugabana kugendana isanga icyitegererezo cyayo cya ETA cyangiritse mubuzima kuko uburyo bwa 'traffic traffic' kumurongo bwashizwe muminota 10 mugihe imyitozo yakoresheje indangagaciro nshya Amakipe akunze kubona umusaruro ushimishije mugihe asobanura ibipimo byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
Kurubuga na Offline Ikiranga Gukora Skew mubikorwa
Itsinda ryuburiganya ryavumbuye ukuri kuri interineti ryashyizwe ahagaragara no kumeneka: imyitozo yinjiye mu ibendera rya 'chargeback' ibaho nyuma yubucuruzi bwahanuye.
Itsinda ry’uburiganya ryabonye ko kuri interineti ryashyizwe ahagaragara no kumeneka: imyitozo yinjiye mu ibendera rya 'chargeback' ibaho gusa nyuma y’ubucuruzi bwavugaga ko Amakipe azabona umusaruro ushimishije iyo asobanuye ibipimo ngenderwaho by’imbere, agakomeza inzira yo kuzamura abantu ku manza, kandi agakurikirana inyungu z’umusaruro hamwe n’ikosa ryakozwe mu gihe runaka.
Kurubuga na Offline Ikiranga Gukora Skew mubikorwa
Itsinda rya ML ryandika buri kintu cyatanzwe mubikorwa kandi gikora imirimo ya nijoro ugereranije no kugabura kwayo hamwe namahugurwa yo kumenyesha skew.
Itsinda rya ML ryandika ibintu byose byakozwe mubikorwa kandi bigakora imirimo ya nijoro ugereranije no kugabura kwayo hamwe namakuru yo guhugura kugirango bamenyeshe amakipe ya skew Ubusanzwe babona ibisubizo byiza iyo basobanuye ibipimo ngenderwaho byimbere, bagakomeza inzira yo kuzamura abantu kubibazo, kandi bagakurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Kurubuga na Offline Ikiranga Gukora Skew mubikorwa
Itsinda ryibyifuzo bivanaho skew mugusimbuza ibyanditswe bibiri bitandukanye hamwe nibisobanuro-bimwe bisobanura ububiko bukora imyitozo hamwe na API nzima.
Itsinda ryibyifuzo bivanaho skew mugusimbuza ibyanditswe bibiri bitandukanye hamwe nibisobanuro bimwe mububiko-busobanuro bukora imyitozo hamwe namakipe ya API nzima mubusanzwe abona ibisubizo byiza mugihe basobanuye ibipimo ngenderwaho byimbere, bagakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi bagakurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Ingaruka & Kurinda
Gutezimbere igipimo kimwe gishobora guhisha intege nke za sisitemu.
Ibikorwa Remezo no kubungabunga akenshi usanga bidahabwa agaciro.
Icyuho cyumutekano no kwitegereza birashobora kwiyongera uko sisitemu igenda igorana.
Igishushanyo mbonera
Sobanura ubukererwe, ubuziranenge, nigiciro cyibiciro mbere yo kubishyira mubikorwa.
Sobanura ubukererwe, ubuziranenge, nigiciro cyibiciro mbere yo kubishyira mubikorwa. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Ibipimo byerekana umutwaro ufatika hamwe namakuru yimiterere.
Ibipimo byerekana umutwaro ufatika hamwe namakuru yimiterere. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Gukurikirana ibikoresho kubikosa, drift, ningaruka zabakoresha.
Gukurikirana ibikoresho kubikosa, drift, ningaruka zabakoresha. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Tegura inzira yo gusubiza ibyabaye mbere yo gupima.
Tegura inzira yo gusubiza ibyabaye mbere yo gupima. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.