Kupita patsogolo kofulumira kwa chidziwitso cha makompyuta kapena cha digito kwabweretsa kuchuluka kwa chidziwitso ndi deta. Zosungidwa zamakalata, zomwe ndi zosonkhanitsira zochuluka kuchokera kuzinthu zingapo, zimakhala ndi zidziwitso zopezeka.
Zosungira zolemba zikupitilira kupangidwa chifukwa cha kuchuluka kwa zidziwitso zomwe zikupezeka pakompyuta. Zoposa 80% zazinthu zamakono zili mumtundu wa data yosakhazikika kapena yosasinthika.
Njira zopezera zidziwitso zachikhalidwe zikukhala zosakwanira kuchuluka kwazomwe zikuchulukirachulukira. Zotsatira zake, Class Classification yayamba kutchuka.
Kupeza njira zovomerezeka komanso kusanthula kwa zolemba kuchokera pazambiri zazikulu ndizovuta kwambiri m'magawo ogwiritsira ntchito zenizeni. Kale inali njira yovuta komanso yokwera mtengo chifukwa kusanja pamanja deta kumatenga nthawi komanso chuma.
Njira Zosankha Zolemba zawonetsa kukhala chisankho chabwino kwambiri pamawu othamanga, otsika mtengo, komanso osavuta. kapangidwe ka deta.
Mitundu yamitundu yamalemba ikugwiritsidwa ntchito ndi makampani omwe akuchulukirachulukira kuti athe kuthana ndi kuchuluka komwe kukukulirakulira kwa data yosakonzedwa.
Mu positi iyi, tiyang'ana m'magulu a zolemba, mitundu yabwino kwambiri yamagulu, ndi zina zambiri.
Ndiye, kugawa malemba ndi chiyani?
Kugawa malemba ndi njira yokonza, kusanja, ndi kusefa mawu kukhala gulu limodzi kapena angapo. Kugawira malemba kumagwiritsidwa ntchito m'malo osiyanasiyana, kuphatikiza mapepala azamalamulo, kafukufuku wamankhwala ndi mafayilo, ngakhalenso kuwunika kwazinthu zofunikira.
Makampani akulipira mamiliyoni kuti atenge zidziwitso zambiri momwe angathere kuchokera ku data.
Ndikofunikira kupeza njira zatsopano zogwiritsira ntchito zolemba / zolemba chifukwa ndizofala kwambiri kuposa mitundu ina ya data. Chifukwa deta ndi yosakhazikika komanso yochuluka, kulinganiza m'njira zogayidwa kumatha kukulitsa mtengo wake.
Mitundu yabwino kwambiri yogawa malemba
1. Google Cloud NLP
Google Cloud NLP ndi gulu la zida zowunikira mawu zomwe zingakuthandizeni kuzindikira zomwe zili mu data yosakhazikika. Google Cloud NLP (kukonza zilankhulo zachilengedwe) ndi chisankho chabwino kwambiri kwa mabizinesi omwe pano amasunga deta pa Google Cloud ndipo akufuna kuphatikiza ndi mapulogalamu a Google.
Amapereka zitsanzo zokonzeka kugwiritsa ntchito kusanthula malingaliro, kuchotsa zinthu, kugawa zinthu, ndi kusanthula mawu.
Mwachitsanzo, chida chogawa zinthu chimakulolani kugawa zolemba m'magulu opitilira 600.
Ngati mukufuna mtundu wamagulu oyenererana ndi vuto linalake, mutha kugwiritsa ntchito AutoML Natural Language, yomwe imakupatsani mwayi wopanga mayankho osinthika pogwiritsa ntchito magulu anu omwe mwawafotokozera kale.
2. Kumvetsetsa kwa Amazon
Amazon Comprehend imayendetsedwa kwathunthu ndi Amazon, chifukwa chake palibe ma seva apadera omwe amafunikira. Kuphatikiza apo, ma API ophunzitsidwa kale akupezeka, ngakhale AutoML imakulolani kuti mupange zitsanzo zanu zamigodi.
Imapereka ma API omwe ndi osavuta kuwaphatikiza ndi mapulogalamu anu.
Ma API osanthula malingaliro, kuzindikira zilankhulo, ndi API yogawa makonda akupezeka kuti akuthandizeni kupanga mitundu yamitundu yogwirizana ndi bizinesi yanu.
Kuti mupange chitsanzo chokhazikika, simukusowa chilichonse makina kuphunzira luso kapena luso lolemba ma code.
Ndizopindulitsa kwa mabizinesi omwe akufuna mapulogalamu oyendetsedwa, kukhazikitsa kosavuta, ndi mitundu yomangidwa kale.
3. MonkeyLearn
MonkeyLearn ndi chida chapamwamba kwambiri chowunikira zolemba zanu zonse zomwe sizinapangidwe, kuphatikiza zikalata, mayankho a kafukufuku, chikhalidwe TV, ndemanga pa intaneti, ndi ndemanga za makasitomala.
Njira za Natural Language processing (NLP) ndi zapamwamba makina kuphunzira algorithms yambitsani pulogalamuyo kuti iwerenge zolemba ngati munthu. Mutha kukhala otsimikiza kuti kusanthula kwanu kudzakhala kolondola chifukwa chake.
Mutha kutsitsa mwachindunji mu MonkeyLearn kapena kulumikizana mwachangu ndi Google Sheets, Excel, Zendesk, Zapier, ndi mapulogalamu ena.
Kuphunzira kwamakina kwamphamvu kwa MonkeyLearn kumapangitsa kukhala kosavuta kupanga mtundu wanu. Ndipo ndi zolemba zochepa kwambiri, mutha kulumikiza ma API m'zilankhulo zonse zazikulu.
4. Kutentha Intelligence
Kutentha ndi ntchito yamtambo yanzeru zomwe mukufuna, yopereka chidziwitso munthawi yeniyeni kudzera mumtambo wosakanizidwa wa anthu ndi AI.
Kutentha kumagwira ntchito za digito kuphatikizapo kusonkhanitsa deta, kugawa malemba ndi kusamalitsa, kulemba ma data, ma chatbots ndi zokambirana, kusintha zithunzi, ndi zina zotero.
Khamu la anthu lanthawi yeniyeni limachita ntchito zatsopano, pomwe AI imaphunzitsidwa pazomwe zasonkhanitsidwa.
Ngakhale pantchito zovuta komanso zovuta, njira yosakanizidwa imatsimikizira kulondola kwambiri.
5. IBM Watson
IBM Watson ndi nsanja yokhala ndi mitambo yambiri yomwe imaphatikizapo kuthekera kosiyanasiyana kwa AI poyika magawo amakampani.
Madivelopa atha kugwiritsa ntchito Natural Language Classifier kupanga mitundu yamagulu kuti apeze mitu mu data. Mutha kuphunzitsa chitsanzo pasanathe mphindi 15 (palibe chidziwitso cham'mbuyomu ndi kuphunzira pamakina kofunikira) ndikuphatikiziramo mitundu mu mapulogalamu anu kudzera pa API.
Watson amaperekanso njira yowunikira mawu yomwe idamangidwa kale yotchedwa Natural Language Understanding, yomwe ingagwiritsidwe ntchito kupeza malingaliro, malingaliro, ndi magulu m'mawu.
Ndiwoyenera kwambiri m'mabungwe akuluakulu omwe ali ndi mainjiniya amkati omwe akufuna kupanga mitundu yopangira migodi yodziwika bwino kwambiri.
Mapulogalamu
Pali njira zambiri zogwiritsidwira ntchito pakugawa malemba. Ntchito zina zodziwika bwino ndi izi:
- Kuzindikira chilankhulo, chofanana ndi mtambasulira wa Google
- Zaka za ogwiritsa ntchito osadziwika komanso kuti ndi ndani
- Zolemba pa intaneti
- Kuzindikira sipamu pa imelo
- Kusanthula kwamalingaliro pa intaneti
- Ukadaulo wozindikira zolankhula umagwiritsidwa ntchito pazithandizo zenizeni monga Siri ndi Alexa.
- Zolemba zokhala ndi mitu yankhani, monga mapepala ofufuza
Kutsiliza
Zida zogawira mawu zimakupatsani mwayi wokonza data ndi mutu, malingaliro, zolinga, ndi zina zambiri.
Zimakuthandizani kuti muzitha kusintha njira zomwe zimawonongera nthawi, monga kulemba maimelo omwe akubwera ndikuwongolera zopempha zothandizira makasitomala, komanso kukupatsani chidziwitso chofunikira pazomwe ogula amaganiza za kampani yanu.
Kusintha kwamtundu wamawu ndikosavuta kuposa momwe mukuganizira, chifukwa chotsegula magwero ndi matekinoloje a SaaS omwe amapezeka kudzera pa ma API.
Siyani Mumakonda