Riba:
- Ƙarfin fahimtar iyakokin doka a cikin farawa kamar bayanan sirri (KVKK), haƙƙin mallaka, yarjejeniyar sirri da mallakin fitar da bayanan sirri
- Ƙarfin kafa ƙa'idodin ɗabi'a (mutunci, bayyana gaskiya, kariyar bayanai) da jerin abubuwan da ke tattare da tsarin mulki a cikin amfani da hankali na wucin gadi.
- Samun damar sanya shi a cikin tsarin cewa fitar da bayanan sirri na wucin gadi baya maye gurbin shari'a da yanke shawara na kudi, kuma alhakin ƙarshe ya kasance koyaushe tare da wanda ya kafa.
Gwajin Module
1. Wanda ya kafa ya sanya adadi na 'kasuwar dala biliyan 5' wanda bayanan sirri suka samar kai tsaye a kan filin wasan ba tare da haɗa shi da wata tushe ba. Menene babban kuskure a cikin wannan hanya?
- A) Kamfanonin tuntuba ne kawai ke iya lissafin girman kasuwa
- B) Gabatar da fitar da bayanan sirri ba tare da haɗa shi zuwa tushen farko ba kuma tabbatar da shi; Yin watsi da cewa lambar na iya zama na bogi ko tsohuwa ✔
- C) Girman kasuwa bai kamata ya kasance a kan filin farar kwata-kwata ba.
- D) Ba a ba da lambar a lira maimakon daloli
Bayani: AI na iya yin lambobi a hankali kamar girman kasuwa (hallucinate) ko dogara da tsoffin bayanai. Kowane adadi da aka gabatar wa mai saka hannun jari dole ne a tabbatar da shi daga tushen farko; fitowar da ba a tantance ba yana da haɗari kamar zato mara gwadawa.
2. Menene bambanci tsakanin 'bitamin ko kashe ciwo' a cikin kasuwanci?
- A) Ko samfurin na zahiri ne ko na dijital
- B) Ko za a siyar da samfurin arha ko mai tsada
- C) Ko samfurin yana magance ciwo na gaske da gaggawa (ciwowar zafi) ko kuma magani mai daɗi amma wanda za'a iya cirewa (bitamin) ✔
- D) Ko za a sayar da samfurin ga mutum ɗaya ko abokan cinikin kamfanoni
Bayani: Ciwon zafi yana warware ainihin ciwo na abokin ciniki; In ba haka ba, kasuwancin ba zai yi aiki ba, don haka shirye-shiryen biya yana da yawa. Vitamins ne mai dadi amma dispensable inganta. Damar nasara na farawa yana da alaƙa kai tsaye da warware wani ciwo na gaske.
3. Menene babban ramuka yayin haɗa tattaunawar abokin ciniki tare da hankali na wucin gadi?
- A) Kuskuren ladabi da hukunce-hukunce hukunce-hukunce a matsayin siginar buƙatu na gaske da yin watsi da ƙiyayyar ƙima da bambanci tsakanin abin da aka faɗa da abin da ake aikatawa ✔
- B) Rarraba bayanan tattaunawar zuwa jigogi
- C) Rashin sanin tattaunawa
- D) Yin rikodin adadin tarurruka
Bayani: Abokan ciniki na iya cikin ladabi su ce 'babban ra'ayi'; Wannan ba sigina ba ce. Hankali na wucin gadi na iya taƙaita waɗannan jimlolin tabbatarwa kamar dai buƙatu ne na gaske. Dole ne wanda ya kafa ya bambanta tsakanin abin da aka fada da abin da aka yi (halaye, shirye-shiryen biya).
4. Menene mafi mahimmancin matakin tabbatarwa yayin amfani da hankali na wucin gadi a cikin gasa bincike?
- A) Sanya jerin masu fafatawa a cikin jerin haruffa
- B) Tabbatar da cewa adadin masu fafatawa ya kai akalla goma
- C) Yin bincike a cikin Ingilishi kawai
- D) Tabbatar da kowane bayanin gasa (farashi, fasali, kadarori) daga tushe na farko, saboda bayanan wucin gadi na iya samar da bayanan da suka gabata ko ƙirƙira ✔
Bayani: An yanke bayanan horo na basirar wucin gadi a wani takamaiman kwanan wata; na iya samar da tsohon ko ƙirƙira bayanai game da farashi na yanzu, fasali ko wanzuwar masu fafatawa. Dole ne a tabbatar da kowane da'awar gasa daga tushen farko, kamar gidan yanar gizon mai gasa.
5. Menene daidaitaccen hali na wanda ya kafa bayan ya cika Canvas Model na Kasuwanci tare da basirar wucin gadi?
- A) Yin la'akari da zane a matsayin ingantaccen tsari da kuma motsawa kai tsaye zuwa aiwatarwa
- B) Ganin zane a matsayin taswirar hasashe da ɗaukar kowane shinge a matsayin hasashe da za a gwada a filin ✔
- C) Gabatar da zane ga mai saka hannun jari a matsayin gaskiya ta ƙarshe
- D) Cika zane sau ɗaya kuma kada a sake sabunta shi
Bayani: Abin da ke fitowa lokacin da zane ya cika ba gaskiya ba ne, amma taswirar zato. Kowane toshe (abokin ciniki, kudaden shiga, tashar) shine hasashe wanda dole ne a gwada shi a fagen; Tunanin cewa zanen gaskiya ne yana nufin ci gaba da zato marasa tabbas.
6. Menene babban manufar ci gaban MVP (mafi ƙarancin samfur mai yiwuwa)?
- A) Samun ƙarin fasali fiye da masu fafatawa
- B) Don samar da ingantaccen samfurin da ba shi da bug a cikin sigar farko
- C) Gwajin hasashe tare da ƙaramin samfurin da zai samar da mafi koyo tare da ƙaramin ƙoƙari ✔
- D) Ana siyarwa akan farashi mafi girma
Bayani: Manufar MVP ba shine don samar da samfurin tare da mafi yawan fasali ba, amma don samar da mafi ƙarancin samfurin da zai samar da mafi yawan koyo tare da ƙaramin ƙoƙari. Yin aikin injiniya fiye da kima shine hanya mafi tsada don binne kuɗi da lokaci a cikin zato marasa tushe.
7. Menene ƙoƙon da aka yarda gabaɗaya don rabon LTV/CAC don a ɗauka lafiya a fannin tattalin arzikin naúrar kuma menene ma'anarta?
- A) Kimanin 3 da sama; ✔ Dole ne ƙimar da aka samu daga abokin ciniki ya ninka yawan kuɗin da aka samu
- B) Daidai 1; kudaden shiga da farashi ya kamata koyaushe su kasance daidai
- C) kusan 0.5; Yana da al'ada don farashi ya fi girma fiye da kudaden shiga
- D) 100 da sama; In ba haka ba, dole ne a rufe shirin.
Bayani: Adadin LTV (darajar rayuwar abokin ciniki) zuwa CAC (farashin sayan abokin ciniki) kusan sama da 3 ana ɗaukar lafiya; wato abin da ake samu daga abokin ciniki dole ne ya ninka yawan kudin da za a same shi. Idan rabon yana kusa da 1, tsarin kasuwanci yana asarar kuɗi.
8. Menene mafi dacewa hanya yayin shirya hasashen kudi tare da basirar wucin gadi?
- A) Gabatar da lamba ɗaya da aka bayar ta hanyar basirar wucin gadi ga mai saka hannun jari a matsayin tabbataccen samun kudin shiga
- B) Yarda da mafi girman yanayin girma a matsayin kawai yanayin yanayin gaske
- C) Boye zato da raba kawai tebur sakamako
- D) Lissafta zato a bayyane, saita yanayin yanayi da yanke shawarar kudi don amincewar ƙwararru ✔
Bayani: Hasashen yana da ƙarfi kawai kamar yadda zato da ke ƙarƙashinsa. Maimakon lamba 'daidai' guda ɗaya, ya kamata a kafa yanayin kyakkyawan fata/na gaskiya/zazzagewa, ya kamata a jera zato a fili, kuma yanke shawara na kuɗi da ƙididdiga da aka gabatar wa mai saka hannun jari yakamata a tabbatar da su ta hanyar ƙwararren ƙwararren mai ba da shawara kan kuɗi.
9. Wanne hali ne ke haifar da asarar amincewar mai saka jari mafi sauri lokacin da ake shirya tudun ruwa?
- A) Bayar da tarihin waɗanda suka kafa a cikin zamewar ƙungiyar
- B) Zazzage gabatarwa tare da wuce gona da iri da iƙirari waɗanda ba za a iya tabbatar da su ba ✔
- C) Wakilin Traction tare da ainihin lambobi
- D) Bayyana sha'awar saka hannun jari (tambaya)
Bayani: ƙwararrun masu zuba jari suna tambayar lambobi. Lokacin da aka lura da da'awar da ba za a iya tabbatarwa ba (kasuwa mai ƙima, alƙawarin ci gaba mara tushe), amincin gabaɗayan gabatarwar ya rushe. Magana mai gaskiya, tabbatacciya kuma ta hakika tana da ƙarfi koyaushe.
10. Lokacin gwada tashoshin tallace-tallace, ta yaya za ku san ko tashar tana aiki da gaske?
- A) Sai kawai idan post ɗin ya sami likes da yawa
- B) Ta hanyar auna kudin sayan abokin ciniki na tashar (CAC) da ainihin darajar da yake kawowa tare da kwatanta shi da sauran tashoshi ✔
- C) Ta hanyar zabar tashar da mafi yawan mabiya
- D) Karɓar tashar ta atomatik da masu fafatawa ke amfani da ita a matsayin daidai
Bayani: Nasarar tashar ba a auna ta da adadin ra'ayi ko likes, amma ta hanyar sayan kuɗi (CAC) da ƙimar da yake bayarwa ga abokin ciniki da ke fitowa daga wannan tashar. Ba a iya sarrafa girma daga tashar da ba a auna ba, kawai sa'a ne.
11. Wanne daga cikin waɗannan shine misalin 'ma'aunin banza'?
- A) Kudin shiga na wata-wata (MRR)
- B) Yawan riƙe abokin ciniki
- C) Jimlar adadin masu rajista ✔
- D) Adadin canjin da aka biya
Bayani: Ma'auni na banza shine lambar da ke da kyau amma ba ta fitar da yanke shawara kuma baya nuna lafiyar kasuwancin: jimlar rajista, ra'ayoyin shafi, da dai sauransu. Ma'auni na ainihi game da hali da kudi: masu amfani masu aiki, riƙewa, kudaden shiga, canjin canji.
12. Yadda za a yi amfani da hankali na wucin gadi daidai a kan tarkon 'soyayya da ra'ayin ku', wanda shine daya daga cikin abubuwan da ke haifar da mutuwa ga masu farawa?
- A) Ta hanyar tambayar AI don yabon ra'ayin koyaushe
- B) Yin amfani da AI kawai don ƙawata rubutu
- C) Bari hankali na wucin gadi ya yanke shawara kuma ya bar alhakinsa
- D) Yin amfani da hankali na wucin gadi a matsayin mai ba da shawara na shaidan, samar da raunin ra'ayi da abubuwan da suka faru, da kuma neman ainihin shaida daga abokin ciniki ✔
Bayani: Wanda ya kafa yana da sha'awar kare ra'ayinsa; Ana iya amfani da AI azaman 'mai ba da shawara na shaidan' da abokin tarayya don haifar da rauni, kasada da yanayin yanayin ra'ayin. Amma babbar hujja ita ce halayyar abokin ciniki na gaske, ba AI ba.
13. Menene mafi kyawun hanya yayin shigar da bayanai game da farawa a cikin kayan aikin basirar ɗan adam da ake samuwa a bainar jama'a?
- A) Banda bayanan abokin ciniki da sirrin sirri da zabar kamfani, kayan aikin kwangila don mahimman bayanai ✔
- B) Manna dukan danyen jerin abokin ciniki da kuma daftarin lamba na sirri kamar yadda yake don sauri
- C) Kawai ɓoye sunan kamfani kuma bar imel ɗin abokin ciniki
- D) Ganin cewa faɗakarwa kawai ya wadatar kafin shigar da bayanai
Bayani: Bayani mai mahimmanci kamar bayanan abokin ciniki, sirrin fasaha mara izini, sharuɗɗan kwangilar bai kamata a shigar da su cikin kayan aikin da ake da su ba; Ya kamata a ɓoye bayanan sirri kuma, idan zai yiwu, ya kamata a fifita kayan aikin kwangilar sarrafa bayanan kamfanoni.
14. Wanne ne daga cikin waɗannan ke bayyana madaidaicin iyaka na amfani da basirar ɗan adam a cikin kasuwanci?
- A) Hankali na wucin gadi na iya yin duk dabarun dabaru da yanke shawara na kudi maimakon wanda ya kafa
- B) Za a iya amfani da hankali na wucin gadi ne kawai a cikin lambar rubutu, ba a cikin yanke shawara na kasuwanci kwata-kwata ba
- C) Hankali na wucin gadi shine mataimaki da kayan aikin tallafi na yanke shawara; Alhakin yanke shawara mai mahimmanci na wanda ya kafa, amincewar shari'a / kudi na ƙwararre ne ✔
- D) Fitowar AI na iya maye gurbin gwajin abokin ciniki na gaske
Bayani: Hankali na wucin gadi mataimaki ne, daftarin janareta, mai saurin bincike da abokin tarayya. Alhakin da amincewa na ƙarshe don yanke shawara irin su kasuwar da za a shiga, wane samfurin da za a samar, da kuma abin da za a ba wa masu zuba jari ya kasance tare da wanda ya kafa; Abubuwan da aka fitar na doka da na kuɗi suna buƙatar ƙwararriyar amincewar ƙwararru.