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Zida zolosera za Artificial Intelligence (AI) ndi mayankho olosera zam'tsogolo ndi zina mwa zida zazikulu zomwe zimapezeka m'mabungwe onse akulu, zomwe zimapereka zidziwitso zamtsogolo. Iwo ndi gawo la gawo lalikulu la kusanthula deta ndikuzindikira machitidwe omwe ali othandiza popanga zisankho.
Mu e-commerce, zida zolosera za AI zitha kugwiritsidwa ntchito kusanthula deta yamakasitomala, pomwe makampani ogulitsa ndi inshuwaransi atha kuzigwiritsa ntchito kusanthula kuchuluka kwa ngongole ndikuzindikira zachinyengo. Awa ndi ochepa chabe mwa mafakitale ambiri omwe asinthidwa ndi zida zolosera za AI.
Nayi kuyang'ana pa 9 mwa zida zabwino zolosera za AI pamsika:
1. SAP Analytics Cloud
Sap ndi imodzi mwamakampani akuluakulu apadziko lonse lapansi opanga mapulogalamu. Tsamba lake lakale la analytics, SAP Maulosi Olosera, yasinthidwa kukhala nsanja yayikulu ya Cloud Analytics.
Pulatifomu yatsopanoyi imagwira ntchito pa AI ndipo imagwiritsidwa ntchito pokonzekera bwino mabizinesi ndi kulosera zam'tsogolo, ndipo imatha kugwira ntchito pazida zonse. Ndiwosavuta kuchulukira, kutanthauza kuti mabungwe akulu akulu atha kugwiritsa ntchito. Ndi ma analytics owonjezera, kampani imatha kugwiritsa ntchito NLP kupeza zidziwitso kuchokera ku data yayikulu, pomwe kuphunzira pamakina kumagwiritsa ntchito kayendedwe ka ntchito kuti izindikire maubale ndi machitidwe.
Nawa ena mwa ntchito za SAP:
- Kuyika migodi
- Ma analytics olosera
- Augmented analytics
- Kutchulidwa
- Nzeru zamabizinesi
2. SAS Advanced Analytics
Kampani ina yapadziko lonse lapansi, SAS imapereka mapulogalamu owunikira kwambiri. SAS Advanced Analytics ndi gulu lathunthu la zida zolosera zamtsogolo.
Ikhoza kufewetsa deta kudzera mumigodi ya deta musanapitirire ku chitsanzo cha deta, ndipo imapereka kusanthula kwa chiwerengero. SAS Advanced Analytics imagwiritsanso ntchito zida zolosera kuti ipange zokha zitsanzo zamtsogolo.
Nawa ena mwa ntchito za SAS:
- Kusanthula malemba
- Kusanthula kusanthula
- Kutchulidwa
- Kusanthula kolosera
3. Alteryx
Alteryx ndi Gartner Magic Quadrant Mtsogoleri mu data sayansi ndi kuphunzira makina. Chogulitsa chake chachikulu ndi nsanja ya APA, yomwe ndi njira yowunikira yomwe imaphatikiza sayansi ya data ndi kusanthula kwamtsogolo.
Alteryx imayang'ana osagwiritsa ntchito ma coders, kupereka mazana a "zomanga" mazana ambiri, ndipo imatha kusintha deta yayikulu kukhala zidziwitso zomwe zimathandizira popanga zisankho. Ilinso chida chabwino chothandizira, chothandizira magulu kugawana zidziwitso.
Nazi zina mwazogwiritsa ntchito za Alteryx:
- Sayansi ya data
- Kulingalira kwa bizinesi
- Zosakhazikika
- Kusanthula kwamalingaliro
4. Chithunzi cha RapidMiner
RapidMiner ndi china mwa zida zolosera za AI. Pulatifomu yowunikira deta yomaliza mpaka kumapeto, RapidMiner amagwiritsa ntchito ma data modelling ndi kuphunzira makina kuti apereke tsatanetsatane wolosera zam'tsogolo.
Pulatifomuyi imagwiritsa ntchito kukoka ndikugwetsa, ndipo ili ndi laibulale ya ma algorithms opitilira 1,500 omwe angagwiritsidwe ntchito ku data. Komanso ndi wamphamvu chida chowonera ma data, kukulolani kuti muwone zotsatira zamtsogolo za zosankha zamabizinesi.
Nazi zina mwazogwiritsa ntchito RapidMiner:
- Kujambula deta
- Zithunzi zowonetsera
- Ma algorithms ophunzirira makina
5. Mtengo wa IBM SPSS
SPSS ndi yankho la IBM la ziwerengero ndi ntchito zamalonda, ndipo imagwira ntchito pakusanthula kwapamwamba. Ma module ake awiri ndi SPSS Statistics ndi SPSS Modeler. Zakale zimachita zolosera zam'tsogolo mwa kuphatikiza kusanthula kwa ad hoc, kuyesa kwa hypothesis, ndi kusanthula kwa geospatial.
SPSS Modeler ndi yotseguka, ndipo imatembenuza kusanthula kwamtsogolo kukhala zowoneka bwino, kukuthandizani kuzindikira mawonekedwe ndi zolakwika mu data.
Nazi zina mwazomwe zimagwiritsidwa ntchito ndi IBM SPSS:
- Kusanthula kusanthula
- Kujambula deta
- Zowonera
6. Kuwotcha TIBCO
TIBCO Spotfire imagwiritsa ntchito zida zingapo kuti igwiritse ntchito pama seti akulu akulu, ndipo ndi chida chosavuta kugwiritsa ntchito kwa aliyense. Ndi kulosera kongodina kamodzi, imapereka njira zokonzedweratu zogawira ndi kusonkhanitsa deta.
TIBCO Spotfire imasonyezanso maubwenzi ndikuchita zolosera, komanso kupanga zowonetsera zothandiza.
Nazi zina mwazogwiritsa ntchito za TIBCO Spotfire:
- Ma analytics olosera
- Zithunzi zowonetsera
- Kutchulidwa
- Gulu ndi kusanja
7. H2O.ai
Pulatifomu yotseguka, H2O.ai imapereka zida zambiri zanzeru zamabizinesi zomwe zimadalira AI ndi kuphunzira pamakina (ML). H2O Driverless AI cholinga chake ndi akatswiri asayansi, pomwe H2O AutoML imayang'ana anthu omwe si aukadaulo. Imaperekanso ma tempuleti osiyanasiyana amakampani osiyanasiyana.
Nawa ena mwamakampani omwe ali oyenera H2O.ai:
- ogwira
- Startups
- Marketing
- Finance
- Insurance
- Chisamaliro chamoyo
8. ndi WebFOCUS
Information Builders (ibi) imapereka nsanja ya WebFOCUS analytics, yomwe ndi chida chodzithandizira. Itha kupezeka ndi aliyense kudzera pa msakatuli, ndipo imakhala ndi ma database ambiri. Kudzera papulatifomu, mutha kuyang'anira ndikutsata ma KPI osiyanasiyana, ndipo imapereka ma dashboard othandiza. Zina mwa zida zake zowunikira zikuphatikizapo njira zothandizira zaumoyo, zachuma, malonda, ndi mayendedwe, ndipo nsanjayi ndi yosinthika kwambiri, yomwe imakhala yopindulitsa kwa makampani ang'onoang'ono omwe akufuna kuti akwere.
Nawa ena mwa machitidwe a ibi WebFOCUS:
- Gulu logwirizana
- Kuwunika kwa KPI
- Interactive dashboards
9. Emcien
Chida chomaliza pamndandanda wathu ndi Emcien, yemwe ali ndi nsanja yotchedwa EmcienPatterns yomangidwa pamainjini awiri. Injini ya Analysis imagwiritsa ntchito deta kuti izindikire mapatani isanawatumize ku injini ya Prediction.
Mu injini ya Prediction, kupanga zisankho kumachitika mopitilira apo, ndipo zidziwitso zomwe zingachitike zimasinthidwa munthawi yeniyeni. Zimaphatikizapo kuwonetsera kwa deta ndi kusanthula ma graph, ndipo zimapereka zolosera zolemera ndi zofanana. Emcien imatha kuthana ndi data yosakhazikika komanso zonyansa popanda kufunikira kokonzekera.
Nazi zina mwazogwiritsa ntchito Emcien:
- Kupanga zisankho
- Kusungidwa kwa makasitomala
- Kutumiza pa nthawi yake
- Kuwona kwa data ndi kusanthula ma graph
Ngakhale atsogoleri ambiri abizinesi angaganize kuti amafunikira ndalama zambiri kapena gulu lokonzekera bwino la asayansi a data kuti agwiritse ntchito zida izi, sizili choncho nthawi zonse. Pali zida zambiri pamsika zomwe zingathandize bizinesi kukhala yoyendetsedwa ndiukadaulo ndikukonzekera tsogolo la AI.
Zida 9 zabwino kwambiri zolosera za AI ndizofunikira kwambiri ku bungwe lililonse lalikulu lomwe likuyang'ana kuti litengere kuthekera kwake kwa data kupita pamlingo wina.
Siyani Mumakonda