Thola amathuluzi, izindaba, nezifundo
Indawo eyodwa yokuhlola konke okuqukethwe kwe-AI okushicilelwe.
“AI”Imiphumela engu-936 kulesi sigaba
Amathuluzi e-AI
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Amamodeli amakhulu e-AIQwen 3.8-Max – imodeli yolimi ehamba phambili eyethulwe yiQwen Team yakwa-AliyunI-Qwen 3.8-Max – imodeli yolimi ehamba phambili eyethulwe yiQwen Team yakwa-Aliyun, eyakhiwe ngokwandisa i-architecture ye-Qwen 3.5 yafinyelela kumapharamitha angu-2.4 trillion, futhi ihloselwe ukuba imodeli yolimi esezingeni elikhulu kakhulu yamabhizinisi nocwaningo. Isekela ukubhala ikhodi okuzenzakalelayo isikhathi eside, ukuphinda izivivinyo zamaphepha ocwaningo, imincintiswano, ukuthuthukisa ukusebenza kwehhovisi, ukuthuthukiswa kwamasu e-quantitative kanye nokuziklanyela kwama-chip. Imodeli isebenzisa i-reinforcement learning yomhlaba wangempela kanye ne-feedback loop yokuzithuthukisa ukuze ikwazi ukusebenza ngokuzenzakalelayo izinsuku ezimbalwa kuya emashumini ezinsuku, iqede imisebenzi eyinkimbinkimbi ngaphandle kokungenelela komuntu. Abasebenzisi bangayibiza nge-API ehambisana ne-OpenAI noma i-Anthropic protocol esesiteji se-Qianwen AI, noma basebenzise ama-open-source weights endaweni, ukuze bayihlanganise kalula nama-agent frameworks afana ne-Claude Code, Codex kanye ne-Qoder. Ngenxa yalokho, amaqembu ocwaningo nentuthuko, ochwepheshe bezomthetho nokuhambisana nemithetho, abaklami nabanye abasebenzisi abangochwepheshe bangakhuphula kakhulu ukusebenza kwabo, banciphise amaphrojekthi athatha isikhathi eside abe ukulethwa ngaphakathi kwengxoxo eyodwa.
Ukuhlolwa kwamamodeli e-AII-E-Bench – ibhentshimakhi yokuhlola ama-agent ehlakaniphile eyethulwe yi-Tencent Hunyuan nabanyeI-E-Bench iyibhentshimakhi yokuhlola ukusetshenziswa kwamathuluzi ngezinyathelo eziningi, eyethulwe ithimba le-Tencent Hunyuan ngokubambisana ne-Tsinghua University AIR kanye ne-Southeast University. Yakha izindawo ezibonakalayo zokwenziwa ngokuphelele ezisekelwe ku-Honor of Kings, QQ Music kanye ne-Tencent Meeting, iqukethe imisebenzi engu-323 yokushintsha isimo kanye nedatha engaphezu kuka-7.6 万. Ngokusebenzisa ukungalingani okubili kwegebe lolwazi kanye negebe lamathuluzi, ihlola ukuthi amamodeli aqoqa kanjani ulwazi ngokuzimela futhi ahlele izingcingo zamathuluzi ezinyathelo eziningi. Isebenzisa umehluko oqinisekile wesimo sesizindalwazi ukuze ikale, okwenza imiphumela izinze futhi iphinde ikhiqizwe. Le bhentshimakhi ihloselwe abacwaningi bama-agent e-AI nabathuthukisi bamamodeli, ibasiza ukubona amamodeli anenani elihle uma kuqhathaniswa nezindleko futhi iqhubekisele phambili ukusungulwa kwamazinga okuhlola ama-agent ajwayelekile.
Amathuluzi okuhumusha nge-AIIsilinganiso 8.4BabelDOCI-BabelDOC iyithuluzi lomthombo ovulekile lokuhumusha elenzelwe amadokhumenti, ikakhulukazi elisetshenziselwa ukucubungula ama-PDF ezilimi zakwamanye amazwe nokukhiqiza izinguqulo ezihambisanayo zolimi lokuqala noluhumushiwe. Abasebenzisi bangalisebenzisa ku-inthanethi, noma balixhume ezinqubweni ezikhona ngomugqa womyalo noma nge-Python API. Ithuluzi lisekela ukukhetha izinjini zokuhumusha, ukucubungula amafayela amaningi, kanye nokucacisa ububanzi bamakhasi adinga ukuhunyushwa. Amandla alo okuqonda ukwakheka asetshenziselwa ukubona isakhiwo sedokhumenti nokugcina, ngangokunokwenzeka, amafomula ezibalo, amashadi, amathebula nezikhombo. Abacwaningi, abafundi nochwepheshe bezobuchwepheshe bangalisebenzisa njengosizo lokufunda amaphepha ocwaningo, izincwadi zokufunda kanye nezinto zobuchwepheshe. Imiphumela yangempela isancike ekwakhekeni kombhalo wokuqala nasenjini yokuhumusha, ngakho okuqukethwe okubalulekile kufanele kuhlolwe umuntu.
Inkundla yokufunda nge-AIIsilinganiso 8.1UdemyI-Udemy iyinkundla yokufunda ku-inthanethi yabafundi ngabanye, amaqembu ezinkampani, abafundi nothisha abangochwepheshe. Izifundo zayo zihlanganisa izindawo eziningi ezifana nokuhlela izinhlelo, isayensi yedatha, ubuholi nobuhlakani bokwenziwa. Abasebenzisi bangakhetha izifundo ngokwesihloko, bafunde ngamavidiyo ngejubane labo, futhi baqinise ulwazi ngokusebenzisa imibuzo yokuhlola, izivivinyo ezisebenzayo nezingxenye zemibuzo nezimpendulo. Le nkundla isekela izifundo zamahhala nezikhokhelwayo, futhi ezinye izifundo zinikeza isitifiketi sokuqeda ngemva kokuphothulwa. Ilungele ukuthuthukisa amakhono omsebenzi, ukufunda ngenxa yentshisekelo nokuqeqesha amaqembu; kodwa njengoba izifundo zenziwa othisha abahlukene, ikhwalithi yokuqukethwe, indlela yokufundisa nesimo sokubuyekezwa kufanele kuhlolwe ngokwesifundo ngasinye.
Amathuluzi Okuthengisa e-AIIsilinganiso 8.1SideShiftI-SideShift iyinkundla yokumaketha abadali be-UGC eyenzelwe imikhiqizo, ehlanganisa ukutholwa kwabadali, ukuphathwa kwemikhankaso, ukulandelela idatha kanye nezinkokhelo zabadali. Imikhiqizo ingashicilela izidingo, ivumele abadali ukuthi bafake izicelo ngokuzithandela, bese iphatha ukuxhumana, izifinyezo, ukugunyazwa, izinkontileka, amalungelo okusebenzisa, ama-invoyisi nezinkokhelo endaweni eyodwa.
Amathuluzi Okuthengisa e-AIIsilinganiso 8.1BondI-Bond iyithuluzi lokumaketha elisebenzisa ubuhlakani bokwenziwa lokuthola amakhasimende okungenzeka, elenzelwe abasunguli, amaqembu okuthuthukisa ukuthengisa, amaqembu okukhula kanye nochwepheshe be-GTM. Abasebenzisi bangafaka iphrofayela yekhasimende elihlosiwe kanye nezimpawu abazilandelayo, njengokuqasha, ukuthola uxhaso lwezimali kanye nezinguquko ezikhundleni, bahlele uhlu lwabahlosiwe, bagcwalise futhi baqinisekise imininingwane yokuxhumana, bacwaninge ngesizinda samakhasimende okungenzeka, bese bekhiqiza ama-imeyili, imiyalezo ye-LinkedIn kanye nemibhalo yezingcingo, baxhumanise konke nezinqubo zokuthumela ezilandelayo. Ilungele ukuthola amakhasimende kusukela ekuqaleni, ukuhlola izimakethe ezintsha kanye nokuxhumana nama-akhawunti abalulekile, inciphise umsebenzi wokuhlela okuphindaphindiwe phakathi kwamaspredishithi, amakhasi okusesha namathuluzi edatha. Uhlu, imininingwane yokuxhumana kanye nokuqukethwe okukhiqiziwe kusafanele kubuyekezwe abantu ngokuhambisana namazinga ebhizinisi, futhi akukwazi ukuthatha indawo yesinqumo sokuthengisa ngokuqondile.
Amathuluzi okuqamba e-AIIsilinganiso 8Product HuntI-Product Hunt iyinkundla yomphakathi yokuthola, ukwabelana nokuxoxa ngemikhiqizo emisha, okuhlanganisa amawebhusayithi, ama-App nehardware. Inkundla ivamise ukugxila ekuthunyelweni kwemikhiqizo, ekuvoteni komphakathi nasekuphawuleni. Abasebenzisi bangaphequlula izinhlu zosuku, zesonto nezenyanga, noma bathole eminye imikhiqizo emisha ngokukhetha okuthunyelwa nge-imeyili. Abathandi bemikhiqizo bangayisebenzisa ukuthola amathuluzi asesigabeni sokuqala, kuyilapho osomabhizinisi nabathuthukisi bengashicilela imikhiqizo yabo futhi baqoqe impendulo. Abatshalizimali, abezindaba nabacwaningi bezimakethe bangayisebenzisa ukubuka izitayela zemikhiqizo emisha. Kubalulekile ukuqaphela ukuthi izinhlu zibonisa kakhulu amavoti omphakathi nezinga lengxoxo, ngakho azithathi indawo yokuhlola ngokuzimela ikhwalithi, ukufaneleka noma inani lebhizinisi lomkhiqizo.
Amathuluzi Okuthengisa e-AIIsilinganiso 8.4MineaIMinea iyithuluzi lokukhetha imikhiqizo nokuhlaziya izikhangiso elenzelwe abathengisi be-e-commerce ewela imingcele, abasebenza ku-e-commerce engenasitoko, kanye nabaphathi bemikhankaso yezikhangiso. Abasebenzisi bangabuka izikhangiso zezimbangi ku-Facebook, TikTok, Pinterest nakwezinye izinkundla, bese behlola imikhiqizo, izitolo nemikhondo yabahlinzeki ehlobene, bakhe inqubo yocwaningo esukela ekutholeni izikhangiso iye ekuqinisekiseni umkhiqizo. Ithuluzi liphinde linikeze ukusesha ngobuhlakani bokwenziwa, ukuthola imibono yokudala kanye nezibuyekezo zamathrendi, ukuze kuhlelwe imikhiqizo engase ikhethwe, kuhlaziywe izindlela zokwethula izinto zokukhangisa futhi kulandelwe izinguquko zemakethe. Lifanele amaqembu aphethe izitolo ezizimele, enza ucwaningo lokukhetha imikhiqizo futhi ahlela imikhankaso yezikhangiso. Qaphela ukuthi imvamisa yokudlalwa kwezikhangiso nezimpawu zamathrendi kufanele kusetshenziswe kuphela njengesisekelo sokwenza izinqumo; isidingo sangempela, izindleko, ukuthuthwa kanye nokutholakala kwempahla kusadingeka kuqinisekiswe kabanzi.
Inkundla yokufunda nge-AIIsilinganiso 8.1PhotomathI-Photomath yenzelwe abafundi, abazali kanye nabazifundelayo abalungiselela izivivinyo. Isebenzisa kakhulu ukubona izithombe ukuze ifunde imibuzo yezibalo esephepheni noma esikrinini, bese ibonisa impendulo, izinyathelo zesixazululo kanye nezindlela eziningi zokuxazulula eminye imibuzo. Abasebenzisi bangasebenzisa nekhibhodi yezibalo ukufaka amafomula ngesandla. Isebenza ezihlokweni ezisukela ezibalweni eziyisisekelo, i-algebra, ijiyomethri, imisebenzi ye-trigonometry kuye ku-calculus nezibalo. Zombili izinguqulo zamahhala nezikhokhelwayo ziyatholakala; inguqulo ekhokhelwayo ihlanganisa izinsiza ezibonakalayo ezifana namagrafu anyakazayo, kanti eminye imisebenzi eyinhloko isebenza ngaphandle kwe-inthanethi. Ilungele ukuhlola umsebenzi wesikole, ukuthola izinyathelo lapho umuntu ebambeka khona kanye nokubuyekeza imiqondo, kodwa imiphumela yokubona kufanele ihlolwe ngokuqhathanisa nombuzo wokuqala futhi ayinakuthatha indawo yokuzitholela isixazululo nokufunda okuhlelekile.
Amathuluzi okudweba nge-AIIsilinganiso 8.5Ukudweba KocwaningoUkudweba Kocwaningo kuyithuluzi lokudweba eliku-inthanethi elisebenzisa indlela yokuhudula nokubeka, elenzelwe ucwaningo lwezokwelapha nezinye izindawo eziningi zocwaningo. Lifanele ukudala imifanekiso yamaphepha, imidwebo yezindlela zobuchwepheshe, imidwebo yezinqubo zokuhlola kanye nemidwebo yezethulo zezemfundo emikhakheni efana nezokwelapha, isayensi yezempilo, ezolimo namakhemikhali. Abasebenzisi bangaqala ngezifanekiso ezikhethekile noma izithonjana ze-vector, bese beqedela imidwebo ngokuhudula, ukuhlanganisa, ukukhulisa noma ukunciphisa kanye nokulungisa imibala, futhi bathumele amafayela ngefomethi ye-PNG, TIFF, PDF nezinye. Leli thuluzi lihloselwe ikakhulukazi abacwaningi, abafundi be-masters nabodokotela, kanye namaqembu asemanyuvesi nasezibhedlela. Inkundla inikeza izindlela zamahhala nezikhokhelwayo; izimvume zezinto ezisetshenzisiwe, imininingwane yokuthumela kanye nobubanzi bokusetshenziswa kufanele kuqinisekiswe emithethweni esekhasini langempela.
Inkundla yokufunda nge-AIIsilinganiso 8.5DeeplearningI-Deeplearning iyinkundla yemfundo eku-inthanethi yobuhlakani bokwenziwa, eqondiswe kubathuthukisi, abafundi, ochwepheshe bobuhlakani bokwenziwa nabacwaningi. Inkundla ihlela izifundo ngezihloko ezifana namanethiwekhi ezinzwa, ukufunda okujulile, ubuhlakani bokwenziwa obukhiqizayo namamodeli amakhulu olimi. Abafundi bangalandela indlela yokufunda esuka ezisekelweni iye ezingeni eliphakeme, baqinise ulwazi ngemisebenzi yokuhlela namaphrojekthi asebenzayo. Ezinye izifundo zihlanganisa izibonelo zezimboni ezifana nokushayela okuzenzakalelayo, ukuxilongwa kwezifo nokukhiqizwa komculo, ukusiza abasebenzisi baqonde ukusetshenziswa kobuchwepheshe. Inkundla iphinde inikeze okuqukethwe kwezindaba zomkhakha wobuhlakani bokwenziwa. Ububanzi bezifundo bukhulu, ngakho abafundi kufanele bakhethe indlela ngokwesisekelo sabo; okunye okuqukethwe kungadinga ulwazi lokuhlela nezibalo.
Inkundla yokufunda nge-AIIsilinganiso 8.6ML For BeginnersI-ML For Beginners iyisifundo samahhala esinomthombo ovulekile sokwethulwa ekufundeni ngomshini, esethulwe yi-Microsoft futhi esisingathwe ku-GitHub. Senzelwe abaqalayo, abafundi, abantu abashintsha imisebenzi kanye nabathuthukisi abafuna ukuqonda ukufunda ngomshini ngendlela ehlelekile. Isifundo sihlelwe saba amasonto angu-12 nezifundo ezingu-26, sigxile ezihlokweni ezifana nokubikezela, ukuhlukanisa, ukuqoqa amaqembu kanye nokucubungula ulimi lwemvelo. Sihlanganisa amaphrojekthi angokoqobo, imibuzo yokuzihlola ngaphambi kwesifundo, izincazelo zezifundo, izibonelo zekhodi ze-Jupyter Notebook, imisebenzi yangemva kwesifundo namavidiyo okufunda. Sisebenzisa kakhulu i-Python kanye namathuluzi afana ne-Scikit-learn, Pandas ne-Matplotlib, futhi sifanele ukuzilolonga kancane kancane ngokulandela indlela ebekiwe. Qaphela ukuthi sigxile ezisekelweni zokufunda ngomshini kwakudala, ngakho asikwazi ukuthatha indawo yokuqeqeshwa kokufunda okujulile noma kochwepheshe okuthuthuke kakhulu.
Ukucubungula izithombe nge-AIIsilinganiso 8.5VSCOI-VSCO iyithuluzi lokudala elihlanganisa ukuhlela izithombe, izihlungi zesitayela sefilimu kanye nokwabelana ngezinto ezibukwayo. Lihloselwe ikakhulukazi abathandi bokuthatha izithombe ngomakhalekhukhwini, abadali bokuqukethwe, abaqalayo ekuthatheni izithombe nabathwebuli bezithombe abangochwepheshe. Abasebenzisi bangangenisa izithombe, basebenzise izihlungi ukuze bakhe isitayela esihambisanayo, bese benza ukulungisa okuningiliziwe besebenzisa amathuluzi afana nokuchayeka, umehluko, i-HSL nokuhlukanisa amathoni. Bangakwazi futhi ukushicilela imisebenzi yabo emphakathini noma bahlele amagalari okwabelwana ngawo. Abasebenzisi abangochwepheshe bangasebenzisa i-Workspace ukuphatha ukuhamba komsebenzi kwamakhasimende, futhi basebenzise i-VSCO Sites ukubonisa amaphothifoliyo. Umkhiqizo unikeza okuqukethwe kwamahhala nokukhokhelwayo; ukutholakala kwezinye izinsiza zokuhlela namathuluzi ochwepheshe kungahluka, ngakho kufanele kuqinisekiswe uhlelo oluthile ngaphambi kokusetshenziswa.
Inkundla yokufunda nge-AIIsilinganiso 8.9kagglei-kaggle iyinkundla eyakhelwe ukufunda nokusebenzisa isayensi yedatha nokufunda komshini, ihlanganisa imincintiswano, amasethi edatha avulekile, ama-Notebook aku-inthanethi, izifundo nokuxhumana komphakathi. Abasebenzisi bangakhetha izifundo ukuze bafunde izisekelo ze-Python, R, SQL nokufunda komshini, bese besebenzisa amasethi edatha nendawo yokuhlela eku-inthanethi ukwenza izivivinyo. Bangabamba iqhaza nasemincintiswaneni ukuze bahlole amakhono abo okwakha amamodeli. Le nkundla iqondiswe kwabaqalayo besayensi yedatha, abafundi, onjiniyela bama-algorithm namaqembu adinga ukwenza ukuhlaziya kwedatha. Le nkundla iphinde inikeze okuqukethwe noma izinsiza zamahhala nezikhokhelwayo, kodwa amandla ekhompyutha asefuzeni, izifundo nemithetho yemincintiswano kungase kube nemibandela yokusetshenziswa; imininingwane kufanele iqinisekiswe ekhasini lenkundla.
Inkundla yokufunda nge-AIIsilinganiso 8.2CourseraI-Coursera iyinkundla yemfundo eku-inthanethi yabafundi emhlabeni wonke. Okuqukethwe kwayo kugxile ekufundeni ngomshini, kubuhlakani bokwenziwa nakumakhono ahlobene nemisebenzi, kodwa inikeza nezifundo kwezinye izifundo. Abasebenzisi bavame ukukhetha izifundo ngokuya ngesihloko noma ngomgomo wokufunda, bese beqeda ukufunda ngamavidiyo, imisebenzi nezinkundla zezingxoxo. Ezinye izindlela zokufunda zakhiwa yizifundo eziningi futhi zingaholela ezitifiketini zokuqeda izifundo, ezitifiketini zezinhlelo ezikhethekile noma ezinhlelweni zamadigri aku-inthanethi. Le nkundla ifanele abafundi, ochwepheshe kanye nabafundi bempilo yonke abafisa ukuqinisa ulwazi ngendlela ehlelekile, futhi isekela ukulalela izifundo mahhala kanye nezindlela zokufunda ezikhokhelwayo. Kubalulekile ukuqaphela ukuthi ulimi lokufundisa, uhlobo lwemisebenzi, izimfuneko zesitifiketi nezindleko kungahluka phakathi kwezifundo. Ngakho-ke, hlola ikhasi lesifundo esithile ngaphambi kokubhalisa.
Umsizi Wokusebenza KahleInguqulo yedeskithophu ye-DeepSeek Harness - iklayenti elisemthethweni elikhishwe yi-DeepSeekInguqulo yedeskithophu ye-DeepSeek Harness iyiklayenti elinemifanekiso le-DeepSeek Harness elikhishwe yi-DeepSeek. Ngemva kokungena nge-akhawunti noma nge-API Key nokukhetha indawo yokusebenza, abasebenzisi bangabela i-Agent imisebenzi njengakuhlelo olujwayelekile lwe-AI lwedeskithophu ...
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