Okuqukethwe[Fihla][Bonisa]
- 1. I-Superintelligence: Izindlela, Izingozi, Amasu ka-Nick Bostrom
- 2. I-Artificial Intelligence: Indlela Yesimanje Ka-Peter Norvig kanye no-Stuart Russell
- 3. I-T-Minus AI: Ukubalwa Kwesintu Kuya Kubuhlakani Bezokwenziwa kanye Nokuphishekela Okusha Kwamandla Omhlaba ngu-Michael Kanaan
- 4. I-Master Algorithm kaPedro Domingos
- 5. Ukufunda Komshini Ngezandla Nge-Scikit-Learn, Keras, ne-TensorFlow ngu-Aurélien Géron
- 6. I-Quest for Artificial Intelligence ka-Nils J. Nilsson
- 7. Godel, Escher, Bach kaDouglas Hofstadter
- 8. Ukufunda Okujulile ngu-Ian Goodfellow
- 9. Ubungozi bokugcina: Indaba kaWatson, Ikhompyutha Ezoguqula Umhlaba Wethu nguStephen Baker
- 10. The Emotion Machine: Commonsense Thinking, Artificial Intelligence, kanye Nekusasa Lomqondo Womuntu nguMarvin Minsky
- 11. Impilo 3.0: Ukuba Muntu Enkathini Yokuhlakanipha Kokwenziwa ngu-Max Tegmark
- 12. Izikhali Zokubhujiswa Kwezibalo nguCathy O'Neil
- 13. Uma Khona-ke: I-Simulmatics Corporation Yasungula Kanjani Ikusasa ngoJill Lepore
- 14. I-Annotated Turing ka-Charles Petzold
- 15. Inkinga Yokuqondanisa: Ukufunda Ngomshini kanye Namagugu Omuntu kaBrian Christian
- 16. Ukucubungula Inkulumo Nolimi nguDaniel Jurafsky noJames Martin
- 17. Ingabe ama-Android ayaziphupha ngezimvu zikagesi? nguPhilip K. Dick
- 18. The Diamond Age by Neal Stephenson
- 19. I-Avogadro Corp: Ubunye Busondele Kakhulu Kunokuba Kuvela Ka-William Hertling
- 20. Mina, Irobhothi lika-Isaac Asimov
- Isiphetho
Kuya kuba lula ukwenza imishini isebenze ngobuhlakani.
Isibonelo, ama-algorithms enkundla yezokuxhumana abonakala ekwazi ngaphezu kwabangane bakho nomndeni wakho. Imishini manje isithatha isikhundla sabasebenzi abanamakhono aphansi.
Ngaphezu kwalokho, kuba nzima ukusho umbhalo okhiqizwe ngekhompuyutha kowomuntu. I-AI isheshe ibe yonke indawo.
Lesi sihloko sihlola izincwadi ezingamashumi amabili ezinhle mayelana nobuhlakani bokwenziwa ongazifunda.
Le misebenzi isukela kumanoveli alolonge ukuqonda komphakathi kwe-AI kuya kumhlahlandlela ophelele wokuqonda imibono yensika yensimu.
Ezinye zalezi zincwadi zingokomlando. Lezi zincwadi zembula ukuthi onjiniyela bokuqala nososayensi bamakhompyutha bakha kanjani amaphayona ahlakaniphile.
Ezinye izincwadi ezimayelana nobuhlakani bokwenziwa kulolu hlu zihlola ifilosofi nezimiso zokuziphatha zobuchwepheshe.
Qhubeka uthole izincwadi ezingcono kakhulu ezizokwanelisa ilukuluku lakho nge-AI.
1. I-Superintelligence: Izindlela, Izingozi, Amasu ka-Nick Bostrom
U-Nick Bostrom isazi sefilosofi esazalelwa eSweden esaziwa ngomsebenzi waso ezingozini zokuhlakanipha okukhulu. Njengamanje unguSolwazi e-Oxford University njengomqondisi we-Future of Humanity Institute.
Incwadi yakhe ethi Superintelligence iwumzamo wokuzikhandla wokwethula isimo se-AI. Ikhuluma ngezihloko ezinjengama-oracle, ukuhlangana kwezinsimbi, ubuhlakani obuhlangene, nobugebengu bengqondo.
I-Bostrom ibheka ukuthi kungenzeka yini ukuklama i-AI engasoze yaphuma ekulawuleni kwethu.
Uma ufuna ukwazi okwengeziwe ngezinkinga ezethulwa yi-AI ekusaseni lethu, le ncwadi iyindawo enhle yokuqala.
Itholakala ngomsindo ku-Blinkist →
2. I-Artificial Intelligence: Indlela Yesimanje Ka-Peter Norvig kanye no-Stuart Russell
Le ncwadi iyisingeniso esibanzi sohlangothi lwetiyori nolusebenzayo lobuhlakani bokwenziwa. Ivame ukusetshenziswa njengencwadi ewumngane wezifundo ze-undergraduate noma zezinga leziqu.
Ihlanganisa izihloko eziningi ezihlanganisa ukufunda ngomshini, ukufunda okujulile, amarobhothi, ukucutshungulwa kolimi lwemvelo, nokuhlela okungenzeka.
Kukhulu ngobubanzi, kufanela inqwaba yezihloko emakhasini angaphezu kuka-1100.
Uma ucabanga ukufuna isifundo esihamba kahle nale ncwadi, ungabheka Isifundo se-CS188 sika-UC Berkeley.
3. I-T-Minus AI: Ukubalwa Kwesintu Kuya Kubuhlakani Bezokwenziwa kanye Nokuphishekela Okusha Kwamandla Omhlaba ngu-Michael Kanaan
I-T-Minus AI ihlola umhlaba we-AI ngombono ogxile kumuntu. I-Kanaan ibheka imithelela yomhlaba wonke ye-AI ngezindaba zamanje zamasiko nezezwe.
Ucaphuna iChina isebenzisa i-AI ukufeza ithonya layo elinegunya. Ubheka ukuthi iRussia isiqala kanjani ukuhlomisa i-AI ngezempi yayo.
Umbhali uMichael Kanaan wabelana ngombono wakhe njengochwepheshe owaziwayo kanye nosihlalo we-US Air Force for Artificial Intelligence.
I-T-Minus AI iwukubizelwa ezingalweni okufanele ufunde okufundisa ngamandla ezepolitiki i-AI enawo.
4. I-Master Algorithm kaPedro Domingos
Ukufunda ngomshini kushintsha umhlaba, kodwa izici zawo zobuchwepheshe ngokuvamile zisibekela imiqondo yobuhlakani ngemuva kwezibalo. I-Master Algorithm iwuhambo olujabulisayo, olufundeka kalula ngemibono engemuva kokufunda komshini.
UPedro Domingos unguprofesa wesayensi yamakhompiyutha eNyuvesi yaseWashington futhi ungumnqobi we-SIGKDD Innovation Award, omunye wemiklomelo ephakeme kakhulu kwezesayensi yedatha.
Uboleka ubungcweti bakhe ekudaleni umhlahlandlela ofundisayo ngobuchwepheshe obunamandla amakhulu obuchwephesha obufana ne-Google ne-Amazon.
I-Master Algorithm engaziwa ibhekisela kumfundi wesikhathi sonke esizayo, u-Domingos abikezela ukuthi uzoshintsha umphakathi wethu.
5. Ukufunda Komshini Ngezandla Nge-Scikit-Learn, Keras, ne-TensorFlow ngu-Aurélien Géron
Uma ukhetha umhlahlandlela osebenzayo ku-Artificial Intelligence, le ncwadi ingeyakho. Umbhali uGeron uzokusiza ukuthi uthole ukuqonda okuhle ngokwakha amasistimu ahlakaniphile.
I-Python okwamanje iwulimi lokuhlela oludume kakhulu ukufunda imishini kanye nesayensi yedatha.
I-Hands-on Machine Learning inikeza imiyalelo yokuthi ungasebenzisa kanjani izinhlaka ze-Python ne-Python ezifana Scikit-Funda futhi I-TensorFlow ukukusiza ukwakha nokuqeqesha amanethi akho e-neural.
Le ncwadi ngeyabantu abanesizinda sobuchwepheshe abafuna ukucwila ekufundeni okujulile.
Le ncwadi ithatha ngokuthi unolwazi oluthile lokuhlela lwePython futhi ujwayelene nemitapo yolwazi efana nePandas neNumPy.
Noma kunjalo, kucabanga ukuthi awazi lutho ngokufunda komshini. Kukhona izivivinyo okumele uzenze esahlukweni ngasinye ukuze uzilolonge lokho okufundayo.
6. I-Quest for Artificial Intelligence ka-Nils J. Nilsson
U-Nils Nilsson unikeza umlando oqondile we-AI nokuthi umkhakha we-AI uthuthuke kanjani ukuze uxazulule izinkinga zabantu.
Iqala ngokuchaza izifiso zakuqala zamangcweti angamaphayona kusukela ngekhulu le-18 futhi iphethe amazwibela wokuthi onjiniyela be-AI banamuhla basebenza kanjani njengamanje.
Igcwele imifanekiso engakusiza uqonde ukuthi amasistimu e-AI asebenza kanjani ngempela. Uma ufuna ireferensi yomlando noma ukulandelana kwezikhathi kokuvela kwe-Artificial Intelligence, le ncwadi iwumhlahlandlela ophelele.
UNilsson ukufanelekele ngokukhethekile ukuba isazi-mlando kulo msebenzi, njengoba ebe “ungubaba ongumsunguli” we-AI kusukela ngeminyaka yawo-1960.
7. Godel, Escher, Bach kaDouglas Hofstadter
I-Hofstadter ihlola imvelo eshintsha ingqondo yezakhiwo ezivelayo ngokusebenzisa ilensi yezibalo, umculo, nobuciko.
Ngokusebenzisa ama-optical illusions kanye nezibalo zokuzibheka, i-GEB izama ukusondela ekuxabaneni kokwazi nokuthi into engaqondakali kangaka ingachazwa kanjani ngethiyori.
Leli bhuku linconyelwe labo abenza izibalo kanye nethiyori yomculo.
Izindida eziyinkimbinkimbi ezethulwa encwadini zingase zithathe isikhathi ukuqondwa kodwa ziwukubukeka okuhle ekuxoxisaneni ngezihloko ezahlukahlukene ezifana nokwazi, ubunkimbinkimbi, kanye nobuhlakani.
8. Ukufunda Okujulile ngu-Ian Goodfellow
Le ncwadi ebhalwe ngu-Ian Goodfellow izokunikeza isizinda esihle kakhulu sezibalo nesomqondo sezihloko ezifanele ukufunda okujulile. Ibhekana ne-algebra yomugqa, ithiyori yolwazi, kanye ukufunda imishini imiqondo.
Kamuva encwadini, uGoodfellow uchaza ezihlukahlukene ukufunda okujulile amasu asetshenziswa embonini, okuhlanganisa amanethiwekhi okuxhumana, amanethiwekhi ajulile aphambili, kanye nokumodela okulandelanayo.
Ngenxa yenani lezihloko ezihlanganisa le ncwadi, iyireferensi enhle kubantu asebevele benayo ukufunda okujulile.
Ukufunda Okujulile kuzoba usizo ngempela kubafundi abahlela ukufunda okwengeziwe nge-DL kanye nakonjiniyela bezinhlelo zesoftware abahlela ukusebenzisa ubuchwepheshe bokufunda okujulile kumaphrojekthi abo.
9. Ubungozi bokugcina: Indaba kaWatson, Ikhompyutha Ezoguqula Umhlaba Wethu nguStephen Baker
I-Final Jeopardy iwuhambo oluhehayo lokuthi i-IBM isebenzise kanjani i-AI ethuthukisiwe ukuze idale umqhudelwane ongcono kakhulu emhlabeni we-Jeopardy.
Ihlola indaba engemuva kwe-Watson AI nokuthi kwenzeka kanjani ukuba yingxenye yombukiso wegeyimu odume umhlaba wonke.
Silandela ithimba le-IBM Watson njengoba lisebenza ngesabelomali esilinganiselwe kanye nezinsuku zokugcina ezisondelayo ukuze sikhiqize ikhompuyutha enkulu ekwazi ukuphenya ulwazi lomhlaba ngomzuzwana owodwa.
U-Baker kamuva wandisa ukuthi impumelelo ka-Watson ingawuguqula kanjani umkhakha wezokwelapha, umthetho, nesayensi ngokwayo. Incwadi yakhe iyisibonelo esimangalisayo sokuthi ubuhlakani bokwenziwa bungabahlula kanjani abantu emdlalweni wabo.
Uma unentshisekelo ku-trivia, ulimi, nesiko le-pop, le ncwadi izoba mnandi ukufundelwa yona.
10. The Emotion Machine: Commonsense Thinking, Artificial Intelligence, kanye Nekusasa Lomqondo Womuntu nguMarvin Minsky
UMarvin Minsky unikeza imodeli entsha ethokozisayo yokuthi izingqondo zethu zisebenza kanjani. Ubonisa indlela izingqondo ebezingakhula ngayo kusukela ekucabangeni ngemicabango elula kuye ekubeni wukuzazi okuyinkimbinkimbi.
Kamuva uxhuma lokho akutholile nobuhlakani bokwenziwa, enze icala lokuthi i-AI ingase ibe namandla okuzuza ukwazi.
Umshini Wemizwa uwukubuka okufinyelelekayo nokufundisayo kuhlaka lwetiyetha lwe-Minsky lobuhlakani bokwenziwa kanye nomuzwa. Nakanjani okufanele kufundwe kunoma ngubani onentshisekelo kukho kokubili i-AI nepsychology yabantu.
11. Impilo 3.0: Ukuba Muntu Enkathini Yokuhlakanipha Kokwenziwa ngu-Max Tegmark
UMax Tegmark unguprofesa we-MIT othanda ukubhala nge-AI ehlakaniphe kakhulu. Incwadi yakhe ethi Life 3.0 isikhombisa amazwibela ekusasa nge-AI nokuthi izimpilo zethu zizoshintsha kanjani.
Leli bhuku elimayelana nobuhlakani bokwenziwa liwumhlahlandlela ocatshangelwayo wokuthi singathatha kanjani izinyathelo zokudala ikusasa elingcono nge-AI.
Ingabe ikusasa liyoba i-utopian noma i-dystopian ngokwemvelo?
I-Tegmark inikeza ikusasa elingenzeka kumfundi futhi ibacela ukuthi bazenzele ezabo iziphetho.
Sengiphetha, i-Life 3.0 iwukuhlaziya okuhle komphakathi kokuthi ikusasa lethu lincike kangakanani ekutheni siyithuthukisa kanjani i-AI yethu.
12. Izikhali Zokubhujiswa Kwezibalo nguCathy O'Neil
Siphila enkathini yama-algorithms. U-Cathy O'Neil udalula izinkinga ezingemuva kwalokhu ngokoqobo futhi ubonisa uhlangothi olumnyama lwe-Big Data.
U-O'Neil ukhombisa ukuthi mangakanani amandla lawa amabhokisi amnyama esinakho emphakathini wethu nokuthi lukhuthaza kanjani ukucwasa. Izikhali Zokubhujiswa Kwezibalo zibiza umthwalo owengeziwe kanye nokulawulwa kulawa ma-algorithms.
Uma uthanda ukucatshangelwa kwezimiso zokuziphatha ekusebenziseni i-AI ukwenza izinqumo zenqubomgomo, ukuhlela kabusha, ukuqondisa abavoti, nokuningi, leli bhuku liyisingeniso esifinyelelekayo sezindaba ezithinta i-AI nomphakathi.
13. Uma Khona-ke: I-Simulmatics Corporation Yasungula Kanjani Ikusasa ngoJill Lepore
Ngaphambi kwe-Facebook, Google kanye ne-Amazon, bekuneSimulmatics Corporation. Le nkampani yasungulwa ngo-1959, le nkampani ihlose ukwakha amamodeli ekhompyutha ezakhamuzi ukusiza abazongenela ukhetho ukuthi bawine ukhetho noma balawule ukuziphatha kokuthenga.
I-Simulmatics yayihlanganisa amakhasimende afana no-John F. Kennedy, i-New York Times, nabakhiqizi abakhulu abahlukahlukene. Uma Khona kuyindaba eyisixwayiso yezingozi zokusungula imboni entsha ngokuphelele– imboni eklanyelwe ukuqoqa, ukumodela, nokubikezela ukuziphatha kwabantu emhlabeni wonke.
Uma uthanda ukwazi okwengeziwe ngokuthi umnotho Wedatha Enkulu waqala kanjani, le ncwadi izokusiza uqonde enye yezinhlelo zokuqala zokuhlanganisa ikhompuyutha, ipolitiki, kanye nesayensi yokuziphatha.
14. I-Annotated Turing ka-Charles Petzold
U-Alan Turing kuthiwa ungumsunguli wobuhlakani bokwenziwa.
Ngaphambi kokuthi amakhompiyutha abe khona, uTuring wahlola ukuthi kusho ukuthini kokuthile okusebenzisekayo futhi wabuza umbuzo, “ingabe imishini ingacabanga?”.
Kule ncwadi, uCharles Petzold uchaza kabanzi ngephepha likaTuring elinamakhasi angama-36, enikeza umfundi umongo owengeziwe ukuze aqonde umsebenzi wakhe.
Eceleni kwalokhu kubuyekezwa, uPetzols ucwila ku-biography kaTuring siqu: iminyaka yakhe esikhungweni semfundo ephakeme, imizamo yokwephula amakhodi ku-WWII, kanye nokushushiswa kwakhe okungenabulungisa njengongqingili.
Ungaphuthelwa yile ncwadi uma ungumuntu othanda umlando wekhompyutha futhi ufuna ukwazi kabanzi mayelana nokuzalwa kobuhlakani bokwenziwa.
15. Inkinga Yokuqondanisa: Ukufunda Ngomshini kanye Namagugu Omuntu kaBrian Christian
Umbhali odayisa kakhulu uBrian Christian uxoxa ngalokho okubizwa “ngenkinga yokuqondanisa”: lapho imishini esiyethembayo igcina idale umonakalo omkhulu kunokuhle. Ama-algorithms ashintsha kancane kancane ukwahlulela komuntu.
Izimoto ezizimele manje ziyaphuma, zihlanganyela umgwaqo nabantu. Ama-algorithms ayasetshenziswa emajele, ezibhedlela, nasezinkampanini ukuze kwenziwe izinqumo.
Ama-akhawunti obuKristu ngalokho abantu abakwenzayo ukuvimbela i-AI ekuqhubekiseleni phambili ukuchema nokucwasa. Leli bhuku lihlanganisa imikhakha eminingi futhi liqinisekile ukuthi lizoba nentshisekelo yabacwaningi be-AI, izazi zezomthetho, nabanikazi bamabhizinisi ngokufanayo.
Uma unentshisekelo yokuthi imiyalelo engacacile nedatha embi ingaholela kanjani enhlekeleleni, thatha ikhophi yakho namuhla!
16. Ukucubungula Inkulumo Nolimi nguDaniel Jurafsky noJames Martin
Ukucutshungulwa kolimi lwemvelo kuyisihloko esishisayo emkhakheni we-AI. Kulezi zinsuku, ama-algorithms andayo kanye nesofthiwe kuncike ekuhlukaniseni kahle incazelo yombhalo nenkulumo. Uma ufuna ukuqhubeka phambili kulo mkhakha, uzodinga isisekelo esiqinile.
Ukucutshungulwa Kwenkulumo Nolimi kunakho konke odinga ukukwazi mayelana nobuchwepheshe bolimi.
Ababhali bathatha indlela yokufundisa ngesihloko. Ababhali bahlanganisa isizinda solwazi, ukuqashelwa kwenkulumo, ukuhlanganiswa kwenkulumo, nokumodela ulimi, phakathi kokunye.
Okubaluleke kakhulu, u-Jurafksy no-Martin bahlinzeka ngezihloko eziningi ezihlobene ne-computational linguistics, evala igebe phakathi kolimi nesayensi yekhompyutha.
Uma unentshisekelo emkhakheni wesofthiwe yolimi lwemvelo, leli yincwadi yakho.
Le ncwadi ihlanganisa inani elikhulu lezihloko ezahlukweni zayo ezingamashumi amabili nanhlanu futhi ifaka i-bibliography enamakhasi angamashumi amahlanu enezinsiza ezingaba wusizo kunoma yimuphi uchwepheshe wolimi noma unjiniyela we-NLP.
17. Ingabe ama-Android ayaziphupha ngezimvu zikagesi? nguPhilip K. Dick
Yize yaziwa kakhulu ngokuthi ugqozi lukaBlade Runner, le noveli iyinganekwane yakudala yesayensi!
Ilandela indaba ye-futuristic dystopian esinikeza ukukhanya emiphumeleni yefilosofi yokudala ama-android.
Umlingiswa oyinhloko, u-Rick Deckard, ungumzingeli onemali ozingela isizukulwane esisha sama-android acishe afane nabantu. Phakathi nophenyo lwakhe, uyaqaphela ukuthi uyazwelana nalawa ma-android futhi uzama kanzima ukuqedela umsebenzi.
U-Philip K. Dick unikeza indaba esolisayo neshukumisa ingqondo mayelana nozwela nokuthi ukuthwebula ubuhlakani bomuntu kungase kusho ukubamba izinhlangothi ezimnyama zesintu futhi.
Le ncwadi kufanele ifundwe kubalandeli be-sci-fi, ikakhulukazi uma ukwazi ukuphatha izingqikithi ezimnyama ezivezwe kule noveli.
18. The Diamond Age by Neal Stephenson
Le noveli edumile ilandela unjiniyela we-nanotech ontshontsha idivayisi ye-supercomputer eyaziwa ngokuthi “I-Prime Illustrated Yentokazi Encane” yendodakazi yakhe.
Ngeshwa, ikhophi eshushumbisiwe iwela entombazaneni entulayo.
I-Diamond Age ikhombisa ikhono elijulile lika-Stephenson njengombhali futhi ikhombisa intshisekelo yakhe kukho kokubili umlando kanye nekusasa. Okudidiyelwe nesakhiwo senoveli kuwukucutshungulwa kobuhlakani bokwenziwa njengoba kungenzeka.
Izwe le-The Diamond Age libhekisela ku-AI ngokuthi "ubuhlakani bamanga", ehlekisa ngokwehluleka kwemishini ukuphindaphinda ubuhlakani bomuntu wangempela ngokugcwele. Kule noveli, abantu ababiza “ama-ractor”, esikhundleni se-AI, baxhumana nabantu endaweni ye-VR.
Kubonisa ukuthi kukhona into engekho ngokwemvelo emshinini ezokwenqabela ukuthi iphinde ithathe indawo yomuntu.
19. I-Avogadro Corp: Ubunye Busondele Kakhulu Kunokuba Kuvela Ka-William Hertling
I-Avogadro Corp iyinoveli eqanjiwe yesayensi exoxa indaba yokuthi i-AI ingavela kanjani kubuchwepheshe obubonakala buyinto evamile namuhla.
Ilandela uDavid Ryan, owaklama uhlelo lwe-ELOPe olwaluhlose ukuthuthukisa i-imeyili yokubhala. UDavid udala i-backdoor yesistimu ye-ELOPe ukwenza noma yini eyifunayo.
Ithimba lakhe liyabona ukuthi lisanda kwenza uhlelo olungafaka yonke inhlangano yabo engozini.
Yindaba ethusayo ekhombisa ukuthi kungenzeka kanjani ukuthi i-AI isebenzise abantu bangempela ekwenzeni lokho abakufisayo. Uma uthanda amanoveli asekelwe eqinisweni futhi afundwa ngendlela ejabulisayo, le ncwadi ingeyakho!
20. Mina, Irobhothi lika-Isaac Asimov
I, Robot iqoqo lezindaba ezimfushane lombhali wezinganekwane zesayensi u-Isaac Asimov. I-Asimov ikhombisa izindaba eziyisishiyagalolunye ezahlukene ezibhekana nemithelela yokuziphatha ye-AI yomuntu efana neyomuntu.
Lezi zindaba zashicilelwa ekuqaleni komagazini bezinganekwane zesayensi ngawo-1940. Ukugcizelela kuka-Asimov ekucatshangelweni kokuziphatha kwe-AI sekube nethonya elikhulu emkhakheni wezinganekwane zesayensi.
Imithetho Emithathu Yamarobhothi ka-Asimov ichazwe kuleli qoqo futhi yakha itimu ehlanganisayo yomsebenzi. Lo mhlahlandlela wokuqinisekisa ukuthi amarobhothi ahlala “elungile” uyinkinga kuze kube manje.
Njengamanje, ama-futurists kanye nonjiniyela ngokufanayo bayaqhubeka nokuxoxa ngemithelela yezinhlelo zokuziphatha.
Isiphetho
I-Artificial intelligence inkambu enkulu kangangokuthi ingase ikuqede amandla.
Kungumbono omuhle ukuphenya ezihlokweni eziningi kanye nezici ezikhethekile ukuze ubone ukuthi yini oyithanda kakhulu.
Ngethemba, lolu hlu lwezincwadi ezingu-20 ezihamba phambili mayelana nobuhlakani bokwenziwa lusebenza njengendawo enhle yokugxuma ohambweni lwakho lokufunda nge-AI.
Ingabe zikhona izincwadi eziphathelene nobuhlakani bokwenziwa esizigejile?
Sazise ukuthi ucabangani.
U-Erika Madajova
Ungakwazi yini ukuncoma incwadi efanayo mayelana ne-IA ngesi-Slovak noma isi-Czech?
Eyendodana yami esezingeni eliphezulu njengezincwadi zencwadi yayo yonyaka.
Ngiyabonga
Ezingeni lesibili le-ZS…ngiyalungisa ????