Artificial intelligence (AI) maturusi ekufanotaura uye zvigadziriso zvekufungidzira ndezvimwe zvezvishandiso zvikuru zvinowanikwa kumasangano ese akakura, zvichipa ruzivo mune ramangwana. Iwo chikamu chendima yakakura yekuongorora data uye kuona mapatani anobatsira mukuita sarudzo.
Mu e-commerce, maturusi ekufungidzira eAI anogona kushandiswa kuongorora data revatengi, ukuwo maindasitiri ekutengesa neinishuwarenzi anogona kuishandisa kuongorora kiredhiti uye kuona zviitiko zvehutsotsi. Aya angori mashoma emaindasitiri mazhinji ari kushandurwa neAI yekufungidzira maturusi.
Heano kutarisa ku9 yeakanakisa AI ekufanotaura maturusi pamusika:
1. SAP Analytics Cloud
SAP ndeimwe yemakambani makuru epasi rose esoftware. Yayo yapfuura analytics chikuva, SAP Kufanotaura Ongororo, yakaiswa mukati mekambani yakakura Cloud Analytics papuratifomu.
Iyi puratifomu nyowani inomhanya paAI uye inoshandiswa pakuvandudza bhizinesi kuronga uye kufanotaura, uye inogona kushanda pamidziyo yese. Inokura zviri nyore, zvichireva kuti masangano emasaizi ese anogona kuishandisa. Iine augmented analytics, kambani inogona kushandisa NLP kuwana ruzivo kubva kune hombe data, nepo muchina kudzidza kuchigadzira mafambiro ebasa kuona hukama uye mapatani.
Heano mamwe ekushandiswa kweSAP:
- Data mining
- Kufanotaura analytics
- Augmented analytics
- Forecasting
- Bhizinesi rekuchenjera
2. SAS Advanced Analytics
Imwe yepasirese software femu, SAS inopa yakanyanya kuyerwa analytics software. SAS Advanced Analytics ndeye yakazara sutu yekufungidzira analytics maturusi.
Inogona kurerutsa data kuburikidza nekuchera data isati yaenda kune data modelling, uye inopa kuongororwa kwenhamba. SAS Advanced Analytics inoshandisawo maturusi ekufanotaura kugadzira otomatiki mamodheru ezvinogoneka.
Heano mamwe emashandisirwo eSAS:
- Kuongorora magwaro
- Statistical analysis
- Forecasting
- Kufanoongorora
3. Alteryx
Alteryx ndiye Gartner Magic Quadrant Mutungamiri mune data sainzi uye muchina kudzidza. Chigadzirwa chayo chepamusoro ipuratifomu yeAPA, inova analytic process automation inosanganisa sainzi yedata nekufungidzira analytics.
Alteryx yakanangana nevasiri-makodha, ichipa mazana e automation "zvivharo zvekuvaka," uye inogona kushandura data hombe kuita ruzivo runobatsira mukuita sarudzo. Icho zvakare chishandiso chakanaka chekubatana, chinoita kuti zvikwata zvigovane zviono.
Heano mamwe ekushandisa kweAlteryx:
- Data yesayenzi
- Bhizinesi analytics
- Unstructured data
- Kuongorora kwepfungwa
4. RapidMiner
RapidMiner ndeimwe yepamusoro yeAI yekufungidzira maturusi. Iyo yekupedzisira-kusvika-yekupedzisira data yekuongorora chikuva, RapidMiner inoshandisa data modelling uye muchina kudzidza kupa yakadzama yekufungidzira analytics.
Iyi puratifomu inoshandisa yekudhonza nekudonhedza interface, uye ine raibhurari inodarika 1,500 algorithms inogona kuiswa kune data. Iyo zvakare yakasimba data visualization tool, zvichikubvumidza kuti uone mhedzisiro yezvisarudzo zvebhizinesi.
Heano mamwe emashandisirwo eRapidMiner:
- Data modelling
- Kuona dhata
- Machine yekudzidza algorithms
5. IBM SPSS
SPSS ndiyo IBM's statistical uye chigadzirwa sevhisi mhinduro, uye inonyanya hunyanzvi hwekuongorora nhamba. Iwo maviri modules ari SPSS Statistics uye SPSS Modeler. Iyo yekutanga inoita yekufungidzira analytics nekubatanidza ad hoc ongororo, hypothesis yekuongorora, uye geospatial ongororo.
SPSS Modeler inonyanya kuvhurika, uye inoshandura fungidziro yekufungidzira kuita mifananidzo yemifananidzo, ichikugonesa kuona mapatani uye anomalies mune data.
Heano mamwe emashandisirwo eIBM SPSS:
- Statistical analysis
- Data modelling
- visualizations
6. TIBCO Moto
TIBCO Spotfire inoshandisa maturusi akawanda kushanda pamaseti makuru edata, uye iri nyore kushandisa chishandiso kune wese munhu. Nekufembera-kamwe, inopa pre-yakarongwa nzira dzekuisa uye cluster data.
TIBCO Spotfire inoratidzawo hukama uye inoita kufanotaura, pamwe nekugadzira anobatsira data kuona.
Heano mamwe emashandisirwo eTIBCO Spotfire:
- Kufanotaura analytics
- Kuona dhata
- Forecasting
- Classification uye clustering
7. H2O.ai
Nzvimbo yakavhurika-yakavhurika, H2O.ai inopa akawanda mabhizinesi ehungwaru maturusi anovimba neAI uye muchina kudzidza (ML). H2O Driverless AI yakanangwa data masayendisiti, nepo H2O AutoML yakanangana nevanhu vasiri tekinoroji. Inopawo akasiyana matemplate emaindasitiri akasiyana.
Heano mamwe emaindasitiri anonyatsokodzera H2O.ai:
- Enterprise
- Startups
- Marketing
- mari
- inishuwarenzi
- Nezveutano
8. uye WebFOCUS
Ruzivo Vavaki (ibi) inopa iyo WebFOCUS analytics chikuva, inova chishandiso chekuzvishandira. Inogona kuwanikwa nemunhu wese kuburikidza newebhu browser, uye ine akawanda dhatabhesi. Kuburikidza nepuratifomu, unogona kutarisa uye kuteedzera akasiyana KPIs, uye inopa anobatsira anopindirana madhibhodhi. Mamwe emamwe maturusi eanalytics anosanganisira mhinduro dzehutano, mari, zvitoro, uye logistics, uye chikuva chinochinjika zvakanyanya, izvo zvinobatsira kumakambani madiki ari kutsvaga kukwira.
Heano mamwe emashandisirwo eibi WebFOCUS:
- Kubatana kwechikwata
- KPI monitoring
- Interactive dashboards
9. Emcien
Chekupedzisira chishandiso pane yedu chinyorwa Emcien, ine chikuva chinonzi EmcienPatterns chakavakirwa pamainjini maviri. Injini yeAnalysis inoshandisa data kuona mapatani isati yapfuudza kune injini yePrediction.
Muinjini yePrediction, kuita sarudzo kunoitwa mberi, uye zviono zvinogoneka zvinogadziridzwa munguva chaiyo. Inosanganisira kuona data uye kuongororwa kwegirafu, uye inopa huremu hwekufungidzira uye zvibodzwa zvekufanana. Emcien inokwanisa kubata isina kurongeka data uye yakasviba data pasina kuda prep.
Heano mamwe ekushandiswa kweEmcien:
- Kugadzirisa zvisarudzo
- Kuchengetwa kwevatengi
- On-nguva dhirivahari
- Kuona data uye kuongororwa kwegirafu
Nepo vatungamiriri vebhizinesi vazhinji vangafunga kuti vanoda mari yakawanda kana timu yakanyatsoshongedzerwa yemasainzi edata kuti vashandise maturusi aya, izvi hazvisi nguva dzose. Kune akawanda maturusi pamusika anogona kubatsira bhizinesi kuve tekinoroji-inotyairwa uye yakagadzirira remangwana reAI.
Aya 9 akanakisa ekufungidzira maturusi eAI ndiwo akakosha kune chero saizi sangano rinotarisa kutora kugona kwayo kwedata kune rinotevera nhanho.
Leave a Reply