Riba:
- Juya zaɓin samfuri zuwa bishiyar yanke shawara mai tsari tare da tambayoyi bakwai masu mahimmanci
- Ability don ba da shawarar samfuri ta amfani da bishiyar yanke shawara zuwa yanayin kasuwanci na gaske
- Ƙimar fa'ida da nauyi na kafa samfurin fayil maimakon dogaro da ƙira ɗaya.
Mun tattara guntuwar a cikin raka'a takwas: masu samarwa, madaidaicin nauyi/bayyananne nauyi, mahallin, multimodality, farashi, tiers, da ikon mallakar bayanai. Yanzu lokaci ya yi da za a haɗa waɗannan ɓangarorin zuwa tsarin yanke shawara guda ɗaya. Manufar wannan sashin shine amsa tambayar "wace samfurin?" Ba za ku iya sake amsa tambayar da hankali ba, amma tare da bishiyar yanke shawara. Za ku kuma ga dalilin da ya sa ƙungiyoyin da suka balaga ke yin ƙwazo zuwa ga tarin samfura, ba ɗaya kaɗai ba. Da zarar an gama naúrar, zaku iya amfani da bishiyar yanke shawara zuwa yanayin kasuwanci na gaske kuma ku tsara fayil ɗin ku.
Bishiyar Hukuncin Tambaya Bakwai
Za mu iya rage zaɓin samfuri zuwa tambayoyi bakwai. Amsa waɗannan tambayoyin cikin tsari zai kusan kai ku ga ɗan takarar da ya dace.
- Shin bayanan suna da mahimmanci? Idan kuna sarrafa bayanan sirri / sirri → ikon mallakar bayanai (nauyi bayyananne, yanki, riƙe sifili) yana ƙayyade farko. Idan ba haka ba, sassaucin ku zai ƙaru.
- Yaya wuya aikin yake? Sauƙaƙe / m → matakin haske. Complex/multi-mataki → karfi mataki + tunani.
- Nawa ne ƙarar? Babban girma → saurin da farashi ya zo kan gaba, karkata zuwa kewayon haske. Ƙananan ƙarar → za ku iya zuba jari a cikin inganci.
- Yaya girman daftarin aiki/yanayin? Dogayen takardu → faffadan taga mahallin dole ne. Gajerun rubutu → ƙananan taga ya isa.
- Akwai na gani/audio? Idan akwai → Multimodal model dole. In ba haka ba, samfurin rubutu ya isa.
- Menene hankalin kasafin kuɗi? Idan babban → inganta mataki, cache, batch; watakila bude nauyi. Idan ƙananan → fifiko akan inganci.
- Yaya kungiya da ababen more rayuwa suke? Idan babu ƙungiyar fasaha → rufaffiyar nauyi, shirye-shiryen dubawa. Idan akwai ƙungiya mai ƙarfi → buɗe zaɓin nauyi yana kan tebur.
Tukwici: Da zarar kun amsa waɗannan tambayoyi bakwai, rukunin ƴan takara yawanci yakan ragu zuwa ƙira ɗaya zuwa biyu. Manufar itacen yanke shawara ba shine don sanya muku "madaidaicin amsa" ɗaya ba, amma don kawar da zaɓuka da sauri kuma ya sauƙaƙa muku don gwada sauran tare da ƙaramin matukin jirgi.
Sanya Bishiyar yanke shawara a cikin Tebur
Tambaya
Amsa → Komawa
Shin bayanan suna da mahimmanci?
Ee → buɗe nauyi / yanki / sifili kafin ajiya
Shin aikin yana da wahala?
Ee → karfi + tunani / A'a → m
Shin ƙarar tana da girma?
Ee → saurin gudu & fifikon farashi (haske)
Takardar babba ce?
Ee → mafi fadi mahallin
Akwai abin gani?
Ee → multimodal wajibi
Shin kasafin kuɗi yana da iyaka?
Ee → ingantawa + ƙila buɗaɗɗen nauyi
Akwai ƙungiyar fasaha?
Babu → rufaffiyar/shirye-shiryen dubawa
Wannan tebur yana aiki kamar jerin abubuwan dubawa: danna kowane jere, haɗa bayanan martaba da aka samu. Misali, “Mahimman bayanai + ɗawainiya mai wahala + ƙaramin ƙarar + ƙungiyar fasaha akwai” ƙila za ta jagorance ku zuwa ƙirar buɗaɗɗen nauyi mai ƙarfi da ke aiki akan sabar ku.
Ba Samfurin Guda ɗaya ba, Fayil ɗin Fayil
Cibiyoyin da suka ƙware sun gane bayan ɗan lokaci cewa yin komai tare da samfurin guda ɗaya ba shine mafi arha ko hanya mafi kyau ba. Madadin haka, suna gina fayil ɗin samfura: ta amfani da samfura daban-daban dangane da aikin. Hankalin yana da sauki:
- Ayyuka masu sauƙi, manyan ayyuka → samfurin haske da arha.
- Complex, aiki mai mahimmanci → samfuri mai ƙarfi.
- Ayyukan sarrafa bayanan sirri → Buɗe nauyi/samfurin yanki.
- Ayyukan gani → samfurin multimodal.
Hanyar fayil tana da manyan fa'idodi guda biyu. Na farko shi ne inganta farashi: kuna da kowane aiki da samfurin yayi ƙarfi kamar yadda yake buƙata, kuma ba ku biya ƙarin. Na biyu, 'yancin kai na mai bayarwa: ba ku dogara ga mai bayarwa ɗaya ba; Idan wani ya ɗaga farashi, canza manufa, ko yanke sabis, kuna da wani zaɓi a shirye. Ana kiran wannan "kaucewa kullewa mai siyarwa".
Tsanaki: Hanyar fayil ɗin ba kyauta ba ce; Sarrafa da sa ido kan samfura da yawa da kuma tabbatar da daidaiton inganci yana ƙara sama. Idan kun kasance ƙaramar ƙungiya, sau da yawa yana da wayo don farawa da daidaitaccen tsari guda ɗaya kuma ku matsa zuwa fayil yayin da kasuwancin ku ya girma. Ƙaddamar da fayil a baya fiye da buƙata na iya haifar da rudani na gudanarwa.
Misalin Fayil
A ƙasa akwai samfurin fayil wanda babban kamfani na sabis zai iya ginawa:
nau'in kasuwanci
samfurin aiki
Nau'in samfurin da aka zaɓa
Me yasa
Babban rarrabuwa
Sharhi/tagging tikitin
kashe kadan
Mai arha, sauri, isa
Gabaɗaya samar da abun ciki
Imel, daftarin bayanin
daidaita kashe
kyau daidaito
hadaddun bincike
Binciken hadarin kwangila
Ƙarfi (faɗin mahallin)
Daidaito mai mahimmanci
sarrafa bayanan sirri
Binciken bayanan kuɗi / marasa lafiya
Buɗe nauyi (sabar uwar garke)
Bayanai baya fita
sarrafa gani
Daftari/ karanta hoto
multimodal
bukatar gani
Wannan tebur yana dogara ne akan tambayar jumla ɗaya "wane samfurin kuke amfani da shi?" Ya nuna cewa tambayar ita ce tambayar da ba daidai ba. Amsar da ta dace ita ce: "Wane samfurin wane aiki?"
Abubuwan Haƙiƙa guda uku: Aiwatar da Bishiyar yanke shawara
Case 1 - Karamin kamfanin lauya. Wani ofishin mutane biyar yana so ya taƙaita kwangilar. Bishiyar yanke shawara: m bayanai (e, amma ana iya sarrafawa tare da bayyananniyar yarda da kwangila) → aiki mai wahala (e) → ƙananan ƙaranci (~ 100 kowace wata) → babban daftarin aiki (ee, shafuka 40+) → babu hotuna → matsakaicin kasafin kuɗi → babu ƙungiyar fasaha. Sakamakon: yin amfani da babban yanayin yanayi, mai ƙarfi, ƙirar ƙima mai rufaffiyar ƙima daga keɓantaccen tsari tare da kwangilolin riƙe da sifili. Ƙananan ƙararrawa yana sa farashin mataki mai ƙarfi ya iya sarrafawa.
Case 2 - E-kasuwanci aiki. Ƙungiyar mutane ashirin, suna da ayyuka uku: bayanin samfurin (ƙara mai girma), rarrabuwa na sake dubawa na abokin ciniki (ƙara mai girma sosai), cirewar bayanai daga hoton daftari (ƙarar matsakaici, gani). Portfolio maimakon samfuri guda ɗaya: daidaitaccen ƙira zuwa bayanai, ƙirar haske zuwa sharhi, ƙirar multimodal zuwa daftari. Don haka, farashin da ya dace da baiwa ga kowane aiki ya faɗi; jimlar lissafin ya sauko zuwa kusan kashi ɗaya bisa uku na abin da zai kasance idan suna da samfuri mai ƙarfi yayi komai.
Harka 3 - Cibiyar Jama'a. Cibiyar jama'a tana son taƙaita aikace-aikacen ɗan ƙasa, amma bayanan sirri ne kuma ba a yi niyya zuwa ƙasashen waje ba. Bishiyar yanke shawara ta rushe a farkon tambaya: bayanai suna da mahimmanci kuma ikon mallaka ya zama dole → madaidaicin nauyi / samfurin yanki ya zo farko. Tun da suna da ƙungiyar fasaha, suna gudanar da samfurin nauyin budewa akan kayan aikin kansu. Wasu tambayoyi (wahala, ƙarar) daidaita wanne matakin da suka zaɓa.
Rauni Mai Sauƙi / Ƙarfi Mai ƙarfi
Rawanin faɗakarwa:
Wane samfurin kuke ba mu shawarar?
Ƙarfi mai ƙarfi:
Matsayinku: AI mafita m. I answered these seven questions for my job:1) Is the data sensitive: [ANSWER]2) Task difficulty: [ANSWER]3) Volume: [ANSWER]4) Document size: [ANSWER]5) Visual/audio: [ANSWER]6) Budget sensitivity: [ANSWER]7) Technical team: [ANSWER]Task: Narrow down the candidate model type based on these answers (stage, weight type, context, multimodality). Ba da shawarar ƴan takara 2 na gaskiya. Sa'an nan kuma tabbatar da ko zan magance wannan matsala tare da samfurin guda ɗaya ko fayil na samfurori 2-3.
Ƙarfin ƙarfi mai ƙarfi yana ɗaukar amsoshin bishiyar yanke shawara kai tsaye zuwa samfurin; Don haka, samfurin ba ya yin zato, yana raguwa bisa ga ainihin bayanin ku.
Samfuran da za a iya kwafi
1. Gudun bishiyar yanke shawara:
Bari in ayyana aikina: [BAYANI]. Tambayi tambayoyin yanke shawara guda bakwai (hankalin bayanai, wahalar aiki, ƙarar, girman takarda, hoto, kasafin kuɗi, ƙungiyar) don ni cikin tsari, kunkuntar tafkin ɗan takarar bayan kowace amsa, kuma a ƙarshe bayar da shawarar nau'ikan samfuri 2.
2. Fassarar fayil:
Ina da ayyuka masu zuwa: [LISSIN AYUBA]. Aiwatar da bishiyar yanke shawara don kowane aiki, daidaita nau'in samfurin da ya dace kuma ƙirƙirar tebur fayil (nau'in aiki / nau'in samfuri / gaskatawa). Ƙimar nauyin gudanarwa na fayil ɗin a cikin jumla ɗaya.
3. Samfurin guda ɗaya ko fayil:
Girman ƙungiyara [NUM], bambancin aikina [LOW/MEDIUM/HIGH], kasafin AI na kowane wata[RANGE]. Shin zan fara da daidaitaccen tsari guda ɗaya ko in ci gaba zuwa fayil ɗin nan da nan? Kwatanta fa'idodi da fursunoni, ba da shawarar hanyar da ba ta dace ba.
4. Ƙimar haɗarin jaraba:
A halin yanzu muna dogara ga mai bayarwa guda ɗaya [PROVIDER]. Menene haɗarin wannan dogaro (farashi, manufa, rushewa)? Wanne mai bada sabis na sakandare zan kiyaye a shirye azaman madadin don rage haɗari? Ba da shawarar matakai 3 waɗanda za su sauƙaƙa sauyi.
Kuskuren gama gari
- Zaɓin ta hanyar hankali: Tsallake bishiyar yanke shawara da zabar samfurin saboda "yana da kyau"; Daga baya, rashin jituwa ya taso.
- Barin tambayar bayanan zuwa ƙarshe: A cikin mahimman bayanai, tambayar ikon mallaka ta zo ta farko; Sanya shi a ƙarshen yana haifar da kullewa cikin ƙirar mara kyau.
- Bayar da kowane aiki zuwa samfuri ɗaya: Rasa ko dai inganci ko kasafin kuɗi ta hanyar samun ayyuka na wahala da ƙarar ƙira ɗaya.
- Ƙirƙirar fayil ɗin da wuri: Ƙirƙirar daɗaɗɗen da ba dole ba ta ƙoƙarin sarrafa samfuri uku ko huɗu azaman ƙaramin ƙungiya.
- Ba tunani game da dogaro kwata-kwata: Kasancewa gaba ɗaya dogara ga mai bayarwa guda ɗaya kuma an bar shi ba tare da wata hanya ba a canje-canjen farashi/siyasa.
A takaice
- Za a iya tafasa zaɓin samfurin zuwa tambayoyi bakwai (bayanai, ƙalubalen, ƙara, mahallin, gani, kasafin kuɗi, ƙungiya); wadannan tambayoyi da sauri kunkuntar tafkin dan takara.
- A cikin bayanai masu mahimmanci, tambayar ikon mallaka ta zo farko kuma tana tsara wasu yanke shawara.
- Maimakon samfurin guda ɗaya, ƙungiyoyin da suka balaga suna kafa fayil na ƙira daban-daban dangane da aikin; Wannan duka yana haɓaka farashi kuma yana rage dogaro.
- Fayil ɗin yana da nauyin gudanarwa; Ya kamata ƙananan ƙungiyoyi su fara da daidaitaccen tsari guda ɗaya kuma su motsa a hankali.
Aikin aikace-aikace
Haɗa duk bayanan kula da kuka yi a cikin raka'o'in da suka gabata (yana buƙatar bayanin martaba, fifikon nauyi, ƙididdiga / ƙimar kuɗi, gwajin matakin matakin, taswirar bayanai). Tare da tsari 1 a cikin wannan rukunin (gudanar da bishiyar yanke shawara), amsa tambayoyi bakwai don kasuwancin ku kuma isa ga nau'ikan ƙirar ɗan takara guda biyu. Idan kana da nau'in aiki fiye da ɗaya, ƙirƙiri tebirin fayil tare da samfuri 2 (bayanin fayil ɗin fayil). Wannan daftarin zai zama abin shigar da kimantawa da binciken tabbatarwa a sashin ƙarshe.
jerin abubuwan dubawa
- [ ] Ta hanyar yin amfani da tambayoyin yanke shawara guda bakwai cikin tsari, Zan iya ƙunsar tafkin ɗan takara.
- [ ] Na san dalilin da ya sa batun ikon mallaka ke zuwa farko idan ya zo ga mahimman bayanai.
- [ ] Zan iya amfani da bishiyar yanke shawara zuwa yanayin kasuwanci na gaske kuma in ba da shawarar abin ƙira.
- [ ] Zan iya kimanta fa'idodi da nauyin gudanarwa na fayil ɗin samfurin.
- [ ] Na san haɗarin dogara ga mai bada guda ɗaya da hanyoyin rage shi.