Webusayiti Yapaintaneti amachita kafukufuku ndi chitukuko pa Nzeru zamakono ndi machitidwe opangira zisankho: "makina kuphunzira, kusanthula kwa data, njira zowonjezera, machitidwe ovuta, ndi njira za Bayesian".
Webusayiti Yapaintaneti ali ndi ukatswiri waukadaulo wazogulitsa Nzeru zamakono ndi machitidwe opangira zisankho: "makina kuphunzira, kusanthula kwa data, njira zowonjezera, machitidwe ovuta, ndi njira za Bayesian" ed Webusayiti Yapaintaneti ali ndi ukadaulo wazidziwitso zamabizinesi kuti apange pulogalamu yokhazikika yomwe imakhala modular Nzeru zamakono ndi machitidwe opangira zisankho: "makina kuphunzira, kusanthula kwa data, njira zowonjezera, machitidwe ovuta, ndi njira za Bayesian".
Webusayiti Yapaintaneti ali ndi luso lazopangapanga komanso luso muzodziwa zamabizinesi kuti apange mapulogalamu amtundu wanthawi zonse Nzeru zamakono ndi machitidwe opangira zisankho: "makina kuphunzira, kusanthula kwa data, njira zowonjezera, machitidwe ovuta, ndi njira za Bayesian".
Webusayiti Yapaintaneti ali ndi ukatswiri waukadaulo wazogulitsa Nzeru zamakono ndi machitidwe opangira zisankho: "makina kuphunzira, kusanthula kwa deta, njira zowonjezera, machitidwe ovuta, ndi njira za Bayesian" ndikusamutsa chikhalidwe chamakampani ndipo pamwamba pa zonse zokhudzana ndi kusamutsidwa.
mbiri yaNzeru zochita kupanga (AI) ndi Decision Systems ndi yayitali komanso yolumikizana. Nazi mwachidule za nthawi zofunika kwambiri ndi maubwenzi awo:
Njira Zoyamba (50s-60s)
- Kubadwa kwa AI: Lingaliro la makina anzeru linayambira kale kwambiri, koma mawu akuti "Nzeru zochita kupanga” idapangidwa ku Dartmouth Summer Research Project pa Nzeru zochita kupanga mu 1956.
- Njira zophiphiritsira zoyamba: Machitidwe oyambirira ozikidwa pa malamulo okhazikika ndi ndondomeko yophiphiritsira anabadwa, omwe cholinga chake ndi kubwereza ndondomeko za kulingalira kwaumunthu.
Zaka za m'ma 70 ndi koyambirira kwa 80s: Nthawi zachidwi komanso zopumira "AI Winters"
- Katswiri Systems: Machitidwe a akatswiri amapangidwira madera ochepa (monga matenda achipatala), kusonyeza kuti makina amatha kupanga chidziwitso pa chidziwitso.
- Malire a njira zophiphiritsira: Kuchulukirachulukira ndi kusinthasintha kwa njira zomveka komanso zozikidwa pamalamulo kumachepetsa chidwi cha kafukufuku wina wa AI.
Kubadwanso chifukwa cha makina kuphunzira ndi machitidwe ozikidwa pa dati (80s - koyambirira kwa 2000s)
- Makina Ophunzirira Makina: Kafukufuku pamanetiweki opangira ma neural, makina othandizira ma vector, mitengo yaziganizo imayambitsa njira potengera dati ndi zitsanzo zophunzitsira pogwiritsa ntchito zitsanzo.
- Wonjezerani mphamvu kuwerengera: Zida zatsopano zimapangitsa kuti zikhale zosavuta kuyendetsa ma algorithms ovuta.
- Zophatikiza Zophatikiza: AI ndi Decision Systems akuyamba kuphatikizika, ndi ma aligorivimu ophunzirira malamulo azisankho ndikukhathamiritsa pazochitika zamabizinesi.
Kuphulika kwa AI yamakono (2010s - panopa)
- Kuphunzira Mwakuya: Neural network yakuya (multilevel) imakhala yosokoneza pazinthu monga masomphenya apakompyuta, kumvetsetsa chilankhulo chachilengedwe ndi zina zambiri.
- Zochuluka zedi dati: Kupezeka kwa seti za dati kukula kosayerekezeka, kukuthandizani kuphunzitsa ma aligorivimu anjala.
- Njira Zosankha Zoyendetsedwa ndi AI: AI imakhala chinsinsi chodzipangira zisankho mwachangu komanso mosavutikira, mwachitsanzo pakuwunika zoopsa zangongole, zowunikira zamankhwala, ndi upangiri wokhudza makonda pazamalonda.
Zochitika ndi zovuta
- Kutanthauzira: Nkhani yayikulu ikukhudza kupanga zisankho zopangidwa ndi machitidwe a AI kukhala omveka komanso opanda tsankho, kuchepetsa kugwiritsidwa ntchito kwawo ngati "mabokosi akuda."
- Ethics ndi udindo: Onetsetsani kuti mukugwiritsa ntchito machitidwe ozikidwa pa AI, kuchepetsa kukondera komanso kutengerapo tsankho kapena mosayenera.
- Mgwirizano wa Anthu ndi Makina: Zitsanzo zopanga zisankho zomwe zimagwiritsa ntchito maluso osiyanasiyana a AI ndi akatswiri aumunthu zimapereka kuthekera kwakukulu, makamaka m'magawo omwe chidwi cha kutanthauzira kwaumunthu chimakhala chofunikira (mwachitsanzo, zamalamulo, mbali zina zachipatala).
Pomaliza
Mbiri ya AI ndi Decision Systems ndikusintha kopitilira muyeso. Kuchokera pakuyesa koyamba mpaka kuphunzira mozama kwamakono, zotsatira za kafukufuku wa AI zimapereka zida zatsopano zosinthira ndikuthandizira njira zopangira zisankho m'magawo osiyanasiyana. Komabe, kupita patsogolo kumeneku kuyenera kuwunikidwa motsatira mfundo za makhalidwe abwino, kufotokozera kwa zisankho ndi kulinganiza koyenera mu mgwirizano pakati pa makina ndi akatswiri aumunthu kutengera dera lomwe akugwiritsa ntchito.
Ndife amodzi webusayiti ndi chimodzi malonda otsatsa masamba, timafotokoza zanu Wothandizira Webusayiti ntchito zathu zogwirizana ndi kasitomala womaliza, timagwiritsa ntchito ngati Mapulogalamu Pulogalamu , Kampani Mapulogalamu , Kampani yopanga mapulogalamu, malonda otsatsa masamba, webusayiti e webusayiti.
Webusayiti Yapaintaneti imapereka njira zamabizinesi ampikisano, kukhala mtsogoleri wazodziwika pakampani yanu.
Timapereka apamwamba kwambiri kwa athu onse makasitomala ndipo lolani kuti bizinesi yawo yadijito inyamuke.
Webusayiti Yapaintaneti ndiye injini ya projekiti yanu yadigito, tiyeni tichotse mawonekedwe anu a digito. Tikufuna kukhala mnzanu pazinthu zamagetsi zamakampani anu.
Sikuti ndi iwo okha omwe ali pafupi nafe omwe amatisankha.
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