Riba:
- Ikon ganewa da tabbatar da cewa AI na iya samar da APIs na bogi, lambar da ba ta da tsaro, da abun ciki mai haƙƙin mallaka
- Ikon sarrafa amfani da AI a cikin iyakokin sirrin lambar tushe, bayanan sirri da manufofin kamfani
- Fahimtar cewa babban alhakin bin lasisi, tsaro da xa'a ya rage ga injiniyan.
Gwajin Module
1. A matsayin injiniyan kwamfuta, lokacin aiki tare da kayan aikin tsara lambar AI, babban alhakin wanne daga cikin waɗannan yakamata ya kasance koyaushe tare da ɗan adam?
- A) Amincewa ta ƙarshe na daidaito, tsaro, da bita da gwajin lambar da aka sanya cikin samarwa ✔
- B) Ƙirƙirar kwarangwal na lambar farko don aiki
- C) Samar da jerin shawarwarin sunaye masu canzawa
- D) Shirya daftarin rubutu don sharhin lamba
Bayani: AI; Yana iya hanzarta ayyuka kamar kwarangwal na lamba, daftarin gwaji da takardu. Duk da haka, alhakin injiniya ne ya sake dubawa, gwadawa da kuma amincewa da lambar da aka samar don tabbatar da cewa daidai ne, mai lafiya da kuma dacewa da bukatun, da kuma sanya shi cikin samarwa; Ba za a iya wakilta wannan ga AI ba tare da tabbatarwa mai zaman kansa ba.
2. AI ya samar da aiki a gare ku kuma yana da alama yana aiki a cikin hanyar farin ciki. Menene mafi kyawun mataki kafin saka shi cikin samarwa?
- A) Tun da aikin da alama yana aiki, sanya shi kai tsaye cikin samarwa
- B) Tabbatar da hali ta hanyar rubutawa da gudanar da ƙananan gwaje-gwajen raka'a waɗanda suka haɗa da harsashi ✔
- C) Kawai kallon adadin layin aikin
- D) Sanya sunan aikin ya fi siffantawa
Bayani: Bayyana ga aiki ba yana nufin zama daidai ba. Rubutu da gudanar da ƙananan gwaje-gwajen naúrar waɗanda ke rufe lamuran gefe kamar shigar da komai, sifili, mara kyau, ƙima mai girma, da rashin daidaituwa suna tabbatar da ainihin halayen aikin ba tare da motsa shi zuwa yanayin rayuwa ba.
3. AI ya ba da shawarar wata hanyar da ake kira 'array.sortStable()' wacce ba ta cikin yaren ku kuma ta bayyana shi a sarari. Menene daidai matakin farko da za a ɗauka?
- A) Yin amfani da hanyar kai tsaye saboda AI yana da tabbaci
- B) Ka ayyana hanyar da kanka kuma ka yi amfani da sunanta daidai
- C) Tabbatar da wanzuwar hanyar daga takardun hukuma na harshe / ɗakin karatu ✔
- D) Rufe gargadin mai tarawa kuma ci gaba
Bayani: Samfuran Harshe na iya zama a bayyane a fili su haɗa ɗakin karatu, fakiti, ko sunayen hanyoyin da ba su wanzu (hallucinate). Kowane API ɗin da aka gabatar ya kamata a tabbatar da shi a zahiri a kan hukuma da takaddun na yanzu na harshen ko ɗakin karatu; Idan ba a haɗa shi a cikin takardar ba, bai kamata a yi amfani da shi ba.
4. Kuna son liƙa lambar tushe na sirri na kamfanin ku da maɓallin API da aka saka a cikin kayan aikin AI na jama'a kuma ku nemi taimako. Wanne hanya ce mafi daidai?
- A) Manna lambar kamar yadda yake tare da maɓallin API don sauri
- B) Ya isa kawai share sunan kamfani kuma a raba komai
- C) Raba lambar sannan kuma tambayar AI don share shi
- D) Cire asirai da boyayyun dabaru da rage matsalar zuwa misalin wakilci ko amfani da kayan aiki ✔
Bayani: Lambar tushen sirri da takaddun shaida (maɓallin API, kalmar sirri, igiyar haɗi); Yana da haɗari dangane da sirrin kamfani da tsaro. Wajibi ne a cire sirrin sirri da dabarun kasuwanci da ke ɓoye kuma a rage matsalar zuwa misali mara amfani / wakilci ko amfani da kayan aiki / kayan aikin raba bayanai.
5. AI ya ce hadaddun aikin bincike da ya rubuta shine O (n); amma akwai madaukai guda biyu a cikin lambar. Menene daidaitaccen halayen injiniya?
- A) Yi nazarin lambar da hannu sannan ka cire hadaddun da kanka kuma ka auna shi idan ya cancanta ✔
- B) Karɓa O (n) kuma ci gaba saboda AI ya ce
- C) Zaton adadin zagayowar ba shi da alaƙa da aiki
- D) Kawai canza sunan aikin
Bayani: Ƙarfin lokaci (Big-O) yana nuna yadda adadin ayyuka ke ƙaruwa yayin da shigarwar ke girma. Madaukai guda biyu da aka kafa yawanci suna nufin O(n^2). Ya kamata a tabbatar da da'awar rikitarwa ta AI ta hanyar yin nazarin lambar da hannu tare da aunawa tare da haɓaka abubuwan shigarwa idan ya cancanta; Dogaro da da'awar yana haifar da zato na ƙarya na aiki.
6. AI ta samar da code wanda kai tsaye shigar da shigarwar mai amfani a cikin tambayar SQL ta hanyar haɗa rubutu. Menene babbar matsala kuma mafita mai kyau anan?
- A) Babu matsala; Haɗin rubutu shine hanya mafi sauri
- B) Akwai haɗarin allurar SQL; Ya kamata a yi amfani da tambaya mai ma'ana (bayanan da aka shirya) wanda ke raba abin da aka shigar da shi ✔
- C) Canza tambaya kawai zuwa manyan haruffa ya isa
- D) Rubuta tambaya gajarta zai magance matsalar
Bayani: Ƙara shigarwar mai amfani kai tsaye zuwa rubutun tambaya yana haifar da raunin allurar SQL; Maharin na iya canza tambaya tare da shigarwar. Madaidaicin bayani shine a yi amfani da tambaya mai ma'ana (shirya bayani) wanda ke raba abin shigar da rubutun tambaya. Wannan shine ɗayan kurakuran tsaro da aka fi rasa a cikin lambar AI.
7. Kuna da ƙayyadaddun lokaci lokacin yin bitar lambar lambar da AI ta samar. Wadanne batutuwa ne suka fi ba da fifiko?
- A) Tsara cikakkun bayanai kawai kamar shigar da tazara
- B) Tsawon sunaye masu canzawa kawai
- C) Madaidaicin ma'ana, raunin rauni da halayen halayen gefen ✔
- D) Sai kawai jimillar layukan fayil ɗin
Bayani: Haɗari mafi girma a cikin sake dubawa na lamba; Waɗannan batutuwa ne waɗanda ke haifar da mummunar cutarwa, kamar kurakurai masu ma'ana, raunin tsaro da leken asirin sirri. An gyara matsalolin tsari da salo tare da kayan aikin atomatik; Babban hankalin ɗan adam ya kamata a ba da shi ga daidaito, tsaro da halayen yanayin yanayi.
8. Kuna son samun AI warware kwaro. Wanne shigarwa zai fi taimakawa AI don gano tushen dalilin?
- A) Kawai cewa 'code baya aiki, gyara shi'
- B) Kawai ba da sunan fayil ɗin
- C) Kawai faɗin sakamakon da ake tsammani, ba tare da rubutun kuskure ba
- D) Samar da cikakken saƙon kuskure, tari, lambar da ta dace da mafi ƙarancin haifuwa misali ✔
Bayani: Don gyara kurakurai mai inganci, wajibi ne a ba AI cikakken saƙon kuskure, tari, snippet lambar da ta dace, da ƙaramin samfurin da za a iya sake bugawa wanda ke haifar da kuskure. Maganar rashin fahimta 'ba ta aiki' ta tilasta AI yin hasashe da ba da shawarwarin bargo.
9. Duk gwaje-gwajen naúrar da AI ke samarwa a kan gudu na farko. Wane haɗari ne bai kamata a yi watsi da shi ba a cikin wannan yanayin?
- A) Gwaje-gwaje na iya tabbatar da halin yanzu na lambar amma ba ainihin halin da ake tsammani ba ✔
- B) Lambar ba ta da cikakkiyar kuskure saboda duk gwaje-gwajen sun wuce
- C) An tabbatar da inganci idan adadin gwaje-gwajen ya yi yawa
- D) Cire gwajin yana tabbatar da cewa an gama ɗaukar hoto
Bayani: Gwaje-gwaje na iya tabbatar da halin yanzu (wataƙila buggy) na lambar, ba halin da aka nufa ba; ko kuma yana iya ƙunsar duk wata magana mai ma'ana kuma koyaushe ana wucewa. Don ganin cewa gwaje-gwajen suna duba ainihin tsammanin, dole ne a karya lambar da gangan kuma tabbatar da cewa gwajin ya juya ja.
10. AI ya samar muku da shirye-shiryen toshe na lambar don matsala. Kuna zargin cewa ƙila an kwafi lambar a zahiri daga aikin buɗe tushen. Wace hanya ce ta dace?
- A) Yin amfani da lasisi ba tare da tunani ba saboda lambar tana aiki
- B) Duba tushen/lasisi na lambar, sake rubutawa idan ya cancanta da bin manufofin kamfani ✔
- C) Kawai canza masu canjin suna kuma la'akari da matsalar da aka warware
- D) Zaton cewa lasisin ya shafi manyan kamfanoni ne kawai
Bayani: AI na iya sake fitar da haƙƙin mallaka/lasisi a cikin bayanan horo na zahiri. Cin zarafin lasisi a cikin samfurin kasuwanci yana haifar da haɗari na doka. Wajibi ne a bincika tushen da lasisin lambar, sake rubuta ta a cikin kalmomin ku idan ya cancanta, kuma ku bi ka'idojin lasisi na cibiyar.
11. AI ya ba da shawarar cewa nan da nan ku canza zuwa gine-ginen microservices don aikin ku. Menene mafi dacewa tsarin aikin injiniya yayin kimanta wannan shawara?
- A) Nan da nan raba dukkan tsarin zuwa microservices saboda AI yana nuna
- B) Zaton microservice koyaushe shine mafi kyawun zaɓi
- C) Kimanta tsari bisa ga ainihin buƙatu, kaya, tsarin ƙungiya da ma'auni mai ragi ✔
- D) Yin yanke shawara bisa shaharar gine-gine kawai
Bayani: Hukunce-hukuncen gine-gine sun dogara da mahallin; Microservices suna ƙara ƙima a cikin buƙatu kamar ma'auni da rabuwar ƙungiya, amma suna zuwa tare da farashi kamar rikitarwa na aiki, rarraba rarrabawa da farashi. Yi la'akari da tsari bisa ga ainihin buƙata, kaya, tsarin ƙungiya da ma'auni na wadata da fursunoni; Bai kamata a bi shawarar gabaɗaya a makance ba.
12. AI ta samar da ingantaccen takaddun README da API don lambar ku; amma wasu wuraren ƙarewa da sigogi ba su dace ba a cikin lambar. Menene daidai hali?
- A) Buga takarda kamar yadda yake saboda rubutun yana da kyau
- B) Kawai gyara take kuma bar sauran kamar yadda yake
- C) Ƙara takarda zuwa ɗakin ajiya ba tare da karanta shi ba
- D) Kwatanta kowane maƙasudin ƙarshe da siga zuwa ainihin lambar kuma gyara duk wanda bai dace da ✔ ba
Bayani: Takaddun bayanai ya kamata su zama daidaitaccen nuni na ainihin lambar; Daftarin da ba daidai ba yana tura masu haɓakawa waɗanda suka karanta ta yin amfani da shi ba daidai ba. Kowane wurin ƙarshe, siga, da ƙimar dawowa yakamata a tabbatar da su akan ainihin lambar, kuma kowane rashin daidaituwa ya kamata a gyara.
13. Wanne tsarin shigarwa ya dace don mafi kyawun fitarwa lokacin neman lambar daga AI?
- A) Bayar da harshe / nau'i a bayyane, kwangilar shigarwa-fitarwa, ƙuntatawa da yanayin kuskure ✔
- B) Kawai yana cewa 'rubuta min code code'
- C) Rubuta buƙatun mafi guntu ba tare da bayar da kowane mahallin ba
- D) Kawai tantance layukan code nawa ne za su kasance
Bayani: Ƙarfi mai ƙarfi; Ya haɗa da yare da sigar da aka yi amfani da su, kwangilar shigarwa-fitarwa, ƙayyadaddun aiki da salo, yanayin kuskure, da kuma 'zauna kawai cikin iyakar da ake buƙata' koyarwa. Buƙatun 'Rubuta min aiki' mara mahallin abu ne gama gari kuma galibi yana samar da lambar da ba ta dace ba.
14. AI ya haifar da wani tsari don bututun CI / CD ɗinku (ci gaba da haɗawa / turawa) kuma ya shigar da kalmar sirrin bayanai a ciki a cikin rubutu bayyananne. Wanne gyara ne daidai?
- A) Barin kalmar sirri a matsayin rubutu na fili saboda yana aiki
- B) Fitar da sirri ta hanyar canjin yanayi ko kayan aikin sarrafa sirri, ba sanya rubutu a cikin ma'ajin ba ✔
- C) Matsar da kalmar wucewa zuwa layin sharhi kawai
- D) Canza sunan fayil yana magance matsalar
Bayani: Rubutun sirri kamar kalmomin shiga da maɓallai a cikin rubutu a sarari zuwa fayil ɗin daidaitawa yana haifar da haɗarin ɓarna sarrafa sigar da shiga mara izini. Sirri; Ya kamata a kiyaye shi ta hanyar masu canjin yanayi ko mai sarrafa sirri na musamman, kuma kada ya taɓa shigar da ma'ajiyar a sarari rubutu.