Ukubonakaliswa kwedatha
Ithegi yethuluzi le-AIEZZ
Ubheka imikhiqizo ye-AI enethegi ethi “Ukubonakaliswa kwedatha”, enemiphumela efanayo engu-5.
QuadraticAmathuluzi ehhovisi e-AII-Quadratic iyindawo yokusebenzela yedatha eyenzelwe abahlaziyi bedatha namaqembu, ehlanganisa ukusebenza ngamaspredishithi, ukubuza ngemibuzo yolimi lwemvelo, kanye nekhodi yePython ne-SQL endaweni eyodwa yokuhlaziya. Abasebenzisi bangangenisa noma baxhumanise idatha, benze imibuzo, ukuhlanza idatha, izibalo nokuboniswa kwedatha kumaseli, futhi balondoloze izinyathelo zokuhlaziya ukuze kube lula ukuzihlola, ukuzilungisa nokwabelana ngazo. Ilungele ochwepheshe bomkhiqizo, bezokumaketha, bezezimali, bezokusebenza, besayensi yedatha kanye nabemfundo nocwaningo ekuphatheni idatha ekumatafuleni amaningi nemisebenzi yokuhlaziya ephindaphindwayo, futhi isekela nokusebenzisana kwamaqembu. Umkhiqizo unikeza izindlela zamahhala nezikhokhelwayo. Kubalulekile ukuqaphela ukuthi amafomula, imibuzo noma ikhodi ekhiqizwa ngolimi lwemvelo kusadingeka ihlolwe ngokuhambisana nomqondo webhizinisi nedatha yoqobo; imisebenzi eyinkimbinkimbi nayo idinga isisekelo esifanele sokuhlaziya idatha.077.8
FlourishAmathuluzi ehhovisi e-AII-Flourish iyithuluzi eliku-inthanethi elisebenzisanayo lokubonisa idatha, elenzelwe ikakhulukazi abasebenzisi abangenalo ulwazi lobuchwepheshe. Lisetshenziselwa ukuguqula amathebula e-Excel noma e-CSV abe amashadi ashukumisayo angachofozwa futhi ahlungwe. Abasebenzisi bavame ukuqala ngokulayisha idatha, bese bekhetha uhlobo lweshadi kumathemplethi futhi balihlele. Uma sebeqedile, bangalisebenzisela ukulandisa ngokuskrola, ukulifaka emakhasini ewebhu noma ukubonisa okuqukethwe. Leli thuluzi lilungele abafundi, abasebenzisi abalungiselela izethulo emsebenzini, ochwepheshe bezokumaketha nabahlaziyi bebhizinisi, izintatheli zedatha nabadali bokuqukethwe. Lingasetshenziswa futhi ekuhlanganiseni imidwebo eyisicaba namashadi asebenzisanayo ekusebenzisaneni kwamaqembu. Amathemplethi ahlanganisa amashadi omncintiswano ashukumisayo, amashadi e-Sankey namamephu e-3D. Umphumela wangempela usancike esakhiweni sedatha, ekufanelekeni kwethemplethi nasekwakhiweni kokulandisa; amashadi ayinkimbinkimbi kufanele ahlolwe ngaphambi kokushicilelwa ukuze kuqinisekiswe ukufundeka nokusebenza kokusebenzisana kumadivayisi eselula.048
DeckrobotAmathuluzi ehhovisi e-AII-Deckrobot iyithuluzi lehhovisi le-AI elenzelwe ochwepheshe namaqembu ezinkampani, ikakhulukazi elisiza ekwenzeni izethulo. Abasebenzisi bangafaka umbhalo, bese uhlelo lukhiqiza isethulo esiphelele, isilayidi esisodwa noma umbhalo wesigaba. Bangasebenzisa nezici ezifana nokuhlela okuzenzakalelayo, ukusebenzisa izindinganiso zomkhiqizo, kanye nokukhiqiza amashadi nezithombe ukuze bacubungule izinto ezikhona. Ilungele abeluleki bezamabhizinisi, abaxhumanisi kanye nochwepheshe abavame ukwenza iziphakamiso, izinto zokuthengisa nemibhalo yokuxhumana yangaphakathi. Lo mkhiqizo uyisevisi ekhokhelwayo. Okuqukethwe, amashadi nezakhiwo ezikhiqiziwe kusadinga ukuhlolwa ngumuntu ngokuhambisana nesimo sebhizinisi, ikakhulukazi ngaphambi kokusetshenziswa okusemthethweni kwangaphandle.028.1
I-Word CloudAmathuluzi okuqamba e-AII-Word Cloud iyithuluzi lokuklama eliku-inthanethi eligxile ekwenzeni umbhalo ubonakale. Lingahlela izindatshana, okuqukethwe kocwaningo noma amagama abalulekile libenze isithombe samafu amagama. Ngemva kokufaka umbhalo, ithuluzi lihlaziya imvamisa yamagama, bese liqedela umklamo ngokusebenzisa izilungiselelo zefonti, umbala, ukuhleleka kanye nohlaka. Ungaphinda ulayishe isithombe ukuze wenze isimo samafu amagama ngokwezifiso, futhi usebenzise ukusikwa kwezithombe nge-AI ukuhlanganisa ingxenye eyinhloko yesithombe. Imisebenzi ingathunyelwa njengezithombe ezinokucaca okuphezulu, izithombe ze-SVG eziguquguqukayo noma amafayela evidiyo. Ilungele ukuhlaziya imakethe, izethulo zebhizinisi, ukwenziwa kokuqukethwe kwezinkundla zokuxhumana kanye nezimo zemfundo nocwaningo. Qaphela ukuthi umphumela wefu lamagama uncike ekuhlanzekeni kombhalo ofakiwe nasekusatshalalisweni kwamagama abalulekile; imisebenzi eyinkimbinkimbi ngokuvamile isadinga ukulungiswa ngesandla.027.6
MyLens AIAmathuluzi ehhovisi e-AII-MyLens AI iyithuluzi le-AI lasehhovisi elenzelwe ukuhlela nokuhlaziya ulwazi. Ngokuyinhloko iguqula amadokhumenti, imibhalo emide, izixhumanisi zamakhasi ewebhu nezixhumanisi zamavidiyo kube amamephu emiqondo, imigqa yesikhathi, amashadi okugeleza noma amashadi ezigaba ezine. Ngemva kokuthumela izinto, abasebenzisi bangabuka ukwakheka kokuqukethwe ngamashadi asebenzisanayo akhiqiziwe, futhi babuyele emthonjeni wokuqala ukuze baqinisekise ulwazi uma kudingeka. Ilungele abacwaningi, abaphathi bamaphrojekthi, abeluleki, abadali bokuqukethwe, othisha nabafundi abadinga ukuhlela ulwazi, ukuze bahlele ngokushesha imibiko, amaphepha ocwaningo, izinto zemihlangano noma okuqukethwe kwezifundo. Ithuluzi linikeza izindlela zamahhala nezikhokhelwayo; imiphumela yamashadi ingase isadinge ukubuyekezwa ngumuntu, futhi akufanele ithathe indawo yesinqumo sochwepheshe ngokuqondile.047.8Wonke amathuluzi analeli thegi ayaboniswa.