Ungaba kanjani i-AIDE ephumelelayo?
Indima we AIDE (Ukuhlakanipha okungekhona okwangempela I-Conversation Powered by Language) ekuxhumaneni kwabantu ibilokhu izuza ukubaluleka eminyakeni yamuva. Ngekhono layo lokuqonda nokwenza ulimi lwemvelo, lezi zicelo zikhona ebangeni elibanzi lezimboni, kusukela kusevisi yamakhasimende ukuya kusizo ngemisebenzi yansuku zonke. Uma ungathanda ukuba i-AIDE ephumelelayo, kunezici ezithile ezibalulekile okufanele uzicabangele. Kulesi sihloko, sizohlola izici ezibalulekile ezizokuvumela ukuthi ugqame kulo mkhakha onzima.
1. Izidingo namakhono adingekayo ukuze ube U-AIDE ophumelelayo
Ukuze ube I-AIDE ephumelelayo, kubalulekile ukuhlangabezana nezidingo ezithile futhi ube namakhono athile. Okokuqala nje, kuyadingeka ukuba ulwazi oluqinile lokuhlela, njengoba umsebenzi omningi we-AIDE uhilela ukuthuthukisa nokugcina izinhlelo zokusebenza namasistimu ekhompyutha. Kubalulekile ukuba nolwazi ngezilimi zokuhlela ezifana neJava, C++ noma iPython, kanye nokuba nolwazi oluhle lwedathabheyisi kanye izinhlelo zokusebenza.
Esinye isidingo esibalulekile sokuba i-AIDE ephumelelayo babe namakhono okuhlaziya nokuxazulula izinkinga. Njenge-AIDE, uzobhekana nezinselelo nezingqinamba ezahlukahlukene ekuthuthukisweni nasekugcinweni kwezinhlelo zamakhompiyutha, ngakho-ke kubalulekile ukuba namakhono okuhlonza nokuxazulula izinkinga ngendlela efanele. Ukwengeza, kubalulekile ukuba nomqondo wokuhlaziya futhi ukwazi ukuhlaziya idatha namathrendi ukuze wenze izinqumo ezinolwazi.
Ekugcineni, amakhono amahle okuxhumana Kubalulekile ukuba yi-AIDE esebenzayo. Njengengxenye yethimba lokuthuthukisa, uzosebenzisana nabanye abahleli bohlelo, abaklami, nezingcweti ze-IT. Ikhono lokuxhumana ngokucacile nangempumelelo libalulekile ekusebenzeni njengeqembu nokuqinisekisa ukuthi wonke amalungu ayazi ngenqubekelaphambili kanye nezidingo zephrojekthi. Ukwengeza, ukuba namakhono okwethula ukwabelana nokuchaza ulwazi lobuchwepheshe kubantu okungebona abezobuchwepheshe nakho kwaziswa kakhulu.
2. Ukubaluleka kokuqeqeshwa okuqinile kwezemfundo emkhakheni wobuhlakani bokwenziwa
Ukuze ube yi-AIDE ephumelelayo (i-Artificial Intelligence Development Engineer), kubalulekile ukuba nesizinda esiqinile semfundo emkhakheni we ukuhlakanipha okungekhona okwangempela. I-AI iwumkhakha ovela njalo futhi ukwazi kahle okuyisisekelo kubalulekile ukuze uphumelele kule ndawo. Ngezansi ezinye zezizathu zokuthi kungani isizinda esiqinile semfundo sibalulekile:
1. Qonda izisekelo zethiyori: Ubuhlakani bokwenziwa busekelwe emicabangweni yetiyori eyahlukahlukene njengokufunda komshini, ama-algorithms okuthuthukisa, ithiyori yegeyimu, phakathi kokunye. Kubalulekile ukuba nolwazi olujulile lwalezi zisekelo ukuze ukwazi ukuzisebenzisa ngempumelelo. ekuthuthukisweni kwezixazululo ze-AI.
2. Ingcweti yamathuluzi nobuchwepheshe: Ukuqeqeshwa kwezemfundo kunikeza ithuba lokujwayela amathuluzi nobuchwepheshe obusetshenziswa kakhulu emkhakheni wobuhlakani bokwenziwa. Lokhu kufaka phakathi izilimi zokuhlela ezifana ne-Python ne-R, izinhlaka ezifana ne-TensorFlow ne-PyTorch, kanye nama-algorithms namamodeli asetshenziswa ezindaweni ezihlukene zohlelo lokusebenza.
3. Thuthukisa amakhono okuhlaziya nokuxazulula izinkinga: Ukuqeqeshwa kwezemfundo ku-AI kuphinde kusize ukuthuthukisa amakhono okuhlaziya nokuxazulula izinkinga. Amandla we hlaziya idatha Ngokujulile, ukuhlonza amaphethini namathrendi, kanye nokuhlongoza izixazululo ezintsha, kungamakhono abalulekile okuphumelela kulo mkhakha. ubuhlakani bokwenziwa.
Kafushane, ukuba nesizinda semfundo esiqinile emkhakheni wobuhlakani bokwenziwa kubalulekile ukuze ube i-AIDE ephumelelayo. Lokhu kuqeqeshwa kunikeza ulwazi oludingekayo lwethiyori, kukujwayeza amathuluzi nobuchwepheshe obusetshenzisiwe, futhi kuthuthukise amakhono okuhlaziya nokuxazulula izinkinga. Uma ufuna ukugqama emkhakheni we-AI, qiniseka ukuthi utshala imali ekuqeqeshweni kwakho kwezemfundo futhi uhlale unolwazi lwakamuva kulo mkhakha ohlale uvela.
3. Ubungcweti bezilimi zokuhlela namathuluzi asetshenziswa kakhulu emkhakheni we-AI
Ukuze ube yi-AIDE ephumelelayo, kubalulekile ukuba ne-a isizinda ukukhetha okuqinile kwezilimi zokuhlela ezisetshenziswa kakhulu namathuluzi emkhakheni kwe-AI. Lawa makhono azokuvumela ukuthi uthuthukise ama-algorithms okufunda komshini futhi wakhe amasistimu obuhlakani bokwenziwa ngempumelelo. Ezinye zezilimi eziyisisekelo namathuluzi okufanele uwaqonde kahle zihlanganisa:
- I-Python- Uma kubhekwa njengolimi lokuhlela olubalulekile emkhakheni we-AI, iPython inikeza i-syntax elula kanye nohlu olubanzi lwemitapo yolwazi eqondene ne-AI, efana ne-TensorFlow ne-PyTorch.
- ROlunye ulimi oludumile phakathi kososayensi bedatha nochwepheshe be-AI, R luwusizo ikakhulukazi ekuhlaziyweni kwezibalo nokubonwa kwedatha.
- I-Java: Yize ingadumile njengePython noma i-R esikhaleni se-AI, iJava isetshenziswa kabanzi ekwakheni amasistimu amakhulu e-AI nasekuthuthukiseni izinhlelo zokusebenza zebhizinisi.
Ngaphezu kwezilimi zokuhlela, kubalulekile futhi ukujwayelana namathuluzi asetshenziswa kakhulu ku-AI. Lawa mathuluzi azokusiza ukuthi usebenzise ama-algorithm okufunda ngomshini futhi wenze imisebenzi efana nokucubungula kusengaphambili idatha namamodeli okuhlola. Amanye amathuluzi ajwayelekile ahlanganisa:
- I-TensorFlow: Ilabhulali yomthombo ovulekile eyakhiwe i-Google, i-TensorFlow isetshenziswa kabanzi ukwakha nokuqeqesha amanethiwekhi emizwa namamodeli okufunda emishini.
- I-PyTorch: Lo umtapo wolwazi, othuthukiswe yi-Facebook, waziwa ngokuguquguquka kwawo kanye nokusebenzisa kalula.IPyTorch idume ikakhulukazi kubacwaningi be-AI futhi iyindlela enhle kakhulu yokukhetha ukwenza i-prototyping nokuhlola.
- I-Scikit-learn: Umtapo wolwazi womshini e-Python, i-Scikit-learn inikezela ngama-algorithms anhlobonhlobo namathuluzi okuhlelwa kwedatha, ukuhlehla, ukuhlanganisa, nemisebenzi yokucubungula ngaphambilini.
Ngamafuphi, uma ufuna ukuba yi-AIDE ephumelelayo, kubalulekile ukuthola i- isizinda esiqinile kwezilimi zokuhlela ezisetshenziswa kakhulu namathuluzi emkhakheni we-AI. Isipiliyoni ku-Python, R ne-Java sizokuvumela ukuthi uthuthukise ama-algorithms okufunda ngomshini futhi wakhe amasistimu obuhlakani bokwenziwa. ngempumelelo. Ngaphezu kwalokho, ukuba nolwazi kumathuluzi afana ne-TensorFlow, i-PyTorch ne-Scikit-learn kuzokusiza ukusebenzisa ama-algorithms indlela ephumelelayo futhi wenze imisebenzi yokucubungula kusengaphambili kanye nokuhlola kalula.
4. Ukuthuthukiswa kwamakhono okuhlaziya kanye nekhono lokuxazulula izinkinga eziyinkimbinkimbi
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Ukuzeube yi-AIDE ephumelelayo (I-Strategic Data Intelligence Analyst), kubalulekile ukuba namakhono aqinile okuhlaziya kanye nekhono lokuxazulula izinkinga eziyinkimbinkimbi. ngempumelelo. Ikhono lokuhlaziya umthamo omkhulu wedatha kanye nokukhipha ulwazi olufanele lubalulekile kule ndima. Ngaphezu kwalokho, kubalulekile ukuba nendlela yokuhlaziya ehlelekile ukuze kutholakale amaphethini, izitayela kanye nobudlelwano phakathi kwedatha. Ukusetshenziswa kwamathuluzi namasu okuhlaziya idatha, njengezibalo nokubonwa kwedatha, nakho kubalulekile ukuze kusekelwe inqubo yokuthatha izinqumo.
Thuthukisa amakhono okuhlaziya kanye nekhono lokuxazulula izinkinga eziyinkimbinkimbi idinga ulwazi ekusebenziseni isofthiwe namathuluzi okuhlaziya idatha, njengePython, R, SQL, Tableau ne-Excel, phakathi kwabanye. Ikhono lokusebenzisa lawa mathuluzi ngempumelelo nokuqonda ukuqonda nokusebenza kwawo kuyisihluthulelo sokuba umhlaziyi wezobunhloli bedatha ophumelelayo. Ukwengeza, kubalulekile ukuhlala unolwazi lwakamuva mayelana nezimo zakamuva kanye nobuchwepheshe emkhakheni wezibalo zedatha, ngokubamba iqhaza ezifundweni ezifanele, ama-webinars, nezinkomfa.
Ukuxazulula izinkinga eziyinkimbinkimbi Kubandakanya ikhono lokuhlukanisa inkinga ibe izingxenye ezincane, ukuhlonza amaphethini nobudlelwano phakathi kwazo, kanye nokuthola izixazululo ezisebenzayo. Leli khono lidinga ukucabanga okujulile nokudala, kanye nengqondo ekhuthele, yokuxazulula izinkinga. Ukusebenza njengeqembu nokusebenzisana neminye iminyango kanye namaphrofayili angochwepheshe nakho kungasiza ekuxazululeni izinkinga eziyinkimbinkimbi, njengoba kungatholwa imibono ehlukene nezindlela zokubhekana nazo.
Kafushane, ukuthuthukiswa kwamakhono okuhlaziya kanye nekhono lokuxazulula izinkinga eziyinkimbinkimbi kubalulekile ukuze ube yi-AIDE ephumelelayo. Lawa makhono angathuthukiswa ngesipiliyoni, ukufunda njalo, kanye nokusetshenziswa kwamathuluzi namasu afanele. Ikhono lokuhlaziya amanani amakhulu edatha, ukusebenzisa izindlela zokuhlaziya ezihlelekile, nokuxazulula izinkinga zedatha eziyinkimbinkimbi. ngempumelelo amakhono abalulekile kulo mkhakha.
5. Ukubaluleka kokuhlala kubuyekezwe ngamathrendi akamuva nentuthuko ku-Artificial Intelligence
I-Artificial Intelligence (AI) yinkambu ehlala ivela futhi ikhula. Ngakho-ke, ukuze ube yi-AIDE ephumelelayo (Ingcweti Yezobuhlakani Bokwenziwa), kubalulekile ukuthi uhlale unolwazi ngamathrendi akamuva nentuthuko kulo mkhakha oshintsha njalo. Ukubaluleka kokuhlala unolwazi lwakamuva kulele ekutheni i-AI ishintsha ngokushesha indlela esiphila ngayo, esisebenza ngayo nesixhumana ngayo, ngakho-ke kubalulekile ukuhlala unolwazi lwakamuva nokuqanjwa kwakamuva ukuze ukwazi ukusebenzisa amathuba ngokugcwele. ihlinzekwa yi-AI.
Enye indlela yokuhlala unolwazi lwakamuva emkhakheni we-AI ngokuya ezingqungqutheleni nemicimbi ehlobene nale ndawo. Le micimbi inikeza ithuba lokuzwa kochwepheshe be-AI, imibukiso yofakazi bobuchwepheshe bakamuva, kanye nokuxhumana nezingcweti zemboni. Ukubamba iqhaza kule misebenzi kunganikeza ukuqonda okubalulekile kumathrendi asafufusa kanye nentuthuko yakamuva yezobuchwepheshe ku-AI, okukuvumela ukuthi ube phambili kulo mkhakha.
Enye indlela yokuzibuyekeza ku-Artificial Intelligence iwukufunda omagazini nezincwadi ezikhethekile kuleso sihloko. Kunezinsiza eziningi ezitholakalayo, zombili ngamafomethi aphrintiwe nawedijithali, ahlanganisa izihloko ezahlukahlukene ezihlobene ne-AI. Ukufunda lezi zincwadi eziphakeme kuzokusiza ukuthi uhlale unolwazi ngentuthuko yakamuva, ucwaningo kanye nezinhlelo zokusebenza ku-AI, ukukunikeza isisekelo esiqinile solwazi ukuze uthuthuke njenge-AIDE.
6. Ukubaluleka kokuhlangenwe nakho okungokoqobo kumaphrojekthi we-AI kanye nokuthuthukiswa kwe-prototype
Ulwazi olusebenzayo kumaphrojekthi we-AI nokuthuthukiswa kwe-prototype lubalulekile ukubaluleka kulabo abafuna ukuba yi-AIDE ephumelelayo (AI Engineer and Prototype Developer). Lokhu okuhlangenwe nakho kunikeza ukuqonda okujulile kokuthi ungasebenzisa kanjani imiqondo yetiyori ye-AI ezimeni zomhlaba wangempela namaphrojekthi.. Ngokuzijwayeza, ama-AIDE athola ulwazi mayelana nezinqubo ezingcono kakhulu zokuthuthukisa ama-algorithms e-AI, esebenzisa amathuluzi namasu afanelekile, kanye nendlela yokubhekana nezinselele ezivamile ekuthuthukiseni amaphrojekthi e-AI.
Okuhlangenwe nakho okusebenzayo futhi kuvumela ama-AIDE ukuthi athole ukuzethemba emandleni awo okuxazulula izinkinga eziyinkimbinkimbi futhi athuthukise izixazululo ezintsha.. Njengoba bebhekene nezinselele zangempela, njengokuntuleka kwedatha noma izinguquko ezidingweni zephrojekthi, ama-AIDE afunda ukuzivumelanisa nokuthola ezinye izixazululo. Leli khono lokuxazulula izinkinga libalulekile empumelelweni embonini ye-AI, lapho amaphrojekthi evame ukuletha izinselelo ezihlukile nezishintshayo.
Ngaphandle kwalokho, Isipiliyoni sokusebenza kumaphrojekthi we-AI kanye ne-prototyping ivumela ama-AIDE ukuthi athole amakhono asebenzayo ekusebenziseni amathuluzi afanele nobuchwepheshe.. Ngokuzijwayeza, ama-AIDE angajwayelana nezilimi zokuhlela ezifana ne-Python ne-R, imitapo yolwazi edumile ye-AI efana ne-TensorFlow ne-Keras, kanye nezinkundla zokuthuthukisa i-prototyping.
Lawa makhono asebenzayo aziswa kakhulu abaqashi, njengoba ama-AIDE engasebenzisa ulwazi lwawo ukuze athuthukise izixazululo ezintsha eziqhuba ukukhula nempumelelo yezinkampani emkhakheni we-AI.
7. Ukuthuthukiswa kwamakhono okuxhumana kanye nokusebenza ngokubambisana ukuze kusebenze kahle
Ukuthuthukiswa kwamakhono okuxhumana kanye nokusebenza kweqembu kubalulekile ukuze kuzuzwe ukubambisana okuphumelelayo njenge-AIDE. Ukuze uphumelele kule ndima, kubalulekile ukufunda ukuxhumana ngokucacile nangempumelelo namanye amalungu eqembu kanye namakhasimende. Lokhu kuhlanganisa ukukwazi ukuveza imibono kafushane, ukulalela ngokuzimisela, nokusebenzisa ulimi olucacile noluqondakalayo. Ukwengeza, amakhono okuxoxisana nawokuxazulula izingxabano kumele atholwe ukuze kuthuthukiswe indawo yokusebenza evumelanayo nekhiqizayo. .
Ngaphezu kokuxhumana, Kubalulekile ukuthuthukisa amakhono okusebenzisana. Lokhu kuhlanganisa ukusebenzisana ngempumelelo namanye amalungu eqembu, ukwabelana ngomthwalo womsebenzi, ukuhlinzeka ngosekelo nosizo lapho kudingekile, nokubamba iqhaza ngenkuthalo ezinqumweni zeqembu. Kubalulekile futhi ukuba nomthwalo wemfanelo futhi ugcwalise izibopho ozenzile, ulondoloze isimo sengqondo esiqondile nesithatha isinyathelo ngokushesha.
Ukuqinisa lawa makhono, kunconywa iqhaza ekuqeqesheni nemisebenzi yentuthuko okugxile kakhulu ekuxhumaneni nasekusebenzeni njengeqembu. Lokhu kungafaka izinkundla zokucobelelana ngolwazi, izifundo ze-inthanethi, amasemina, noma umsebenzi wephrojekthi weqembu. Ngaphezu kwalokho, kuyasiza bheka amathuba okuprakthiza nokusebenzisa lawa makhono ezimweni zangempela, ngaphakathi nangaphandle kwendawo yokusebenza. Impendulo nokuhlola nakho kungamathuluzi abalulekile okuhlonza izindawo zokuthuthukiswa nokuqhubeka nokukhula kokubili ngokomuntu siqu nangokomsebenzi njenge-AIDE.
8. Ukuzimisela ukufunda emaphutheni kanye nekhono lokuzivumelanisa noshintsho emkhakheni we-AI
Enye yezimfanelo ezibaluleke kakhulu i-AIDE ephumelelayo okufanele ibe nayo ukuzimisela ukufunda emaphutheni. Emkhakheni wobuhlakani bokufakelwa, amaphutha awanakugwenywa, ngoba kuyinkambu yokuziphendukela kwemvelo nokushintsha njalo. Kodwa-ke, okuhlukanisa i-AIDE ephumelelayo yikhono layo lokufunda kulawo maphutha futhi iwasebenzise njengamathuba okukhula nokwenza ngcono. Lokhu kuhlanganisa ukuba nomqondo ovulekile, ukungabaza imiphumela etholiwe kanye nokufuna izixazululo ezintsha lapho amasu angaphambili engasebenzi.
Ngokungeziwe ekufundeni emaphutheni, kubalulekile ukuba ne ikhono lokuzivumelanisa noshintsho. I-AI iyinkambu eshintsha njalo, lapho amasu amasha nezindlela zivela njalo. Ngakho-ke, i-AIDE ephumelelayo kufanele ikwazi ukuzivumelanisa ngokushesha nalezi zinguquko futhi izimisele ukushiya imikhuba yakudala ikhethe emisha. Lokhu kudinga ukwazi amathrendi nenqubekelaphambili yakamuva emkhakheni we-AI, ibambe iqhaza ezifundweni zokuvuselela, futhi ufune amathuba okufunda aqhubekayo ukuze uhlale unolwazi lwakamuva.
Enye indlela yokuba i-AIDE ephumelelayo ukusungula a ingqondo egxile kwisixazululoI-AI ingethula izinselele nezithiyo eziyinkimbinkimbi, kodwa i-AIDE ephumelelayo ayithuswa yizo. Kunalokho, bheka izixazululo zokudala futhi usebenzise ingqondo ukuze uxazulule izinkinga ngempumelelo. Lokhu kuhlanganisa ukukwazi ukuhlonza amaphethini nokuxhumana, kanye nokuthola ezinye izixazululo lapho isithiyo siziveza. Umqondo ogxile ogxile esixazululweni uphinde usho ukuvuma ukucela usizo uma kudingeka, ukuhlanganyela nabanye ochwepheshe be-AI, kanye nokusebenzisa ulwazi oluhlangene ukuze ufinyelele imigomo yakho.
9. Izincomo zokuthuthukisa ingqondo yokukhula nokugqugquzeleka okuqhubekayo
1. Linga ngezinselele ezintsha: Enye yezindlela eziphumelela kakhulu zokuthuthukisa “ingqondo yokukhula” iwukubhekana nezimo eziyinselele nezingaziwa. Ukushiya indawo yakho yokunethezeka nokuzama okuthile okusha kuzokusiza uqinise ikhono lakho lokuzivumelanisa nezimo futhi uqhubeke nokufunda. Bheka amathuba akubekela inselelo ngokobuhlakani, akuvumela ukuthi uthole amakhono amasha, noma akubeka ezimeni lapho kufanele unqobe izithiyo. Yamukela lezi zinselele ngomqondo ovulekile nozimisele, wazi ukuthi isipiliyoni ngasinye sizokunikeza ithuba lokukhula nokuzithuthukisa. kuwe.
2. Hlakulela umqondo wokufunda: Qaphela ukuthi ukufunda Kuyinqubo njalo futhi kubalulekile ekukhuleni komuntu siqu nangokomsebenzi kubalulekile. Yamukela umqondo wokufunda lapho uzimisele khona ukuthola ulwazi namakhono ezindaweni ezahlukahlukene. Gcina ilukuluku lakho kanye nengqondo evulekile emibonweni emisha kanye nemibono emisha.Zibekele imigomo yokufunda futhi ubheke amathuba okuqeqeshwa nawokuthuthukisa akuvumela ukuthi uzuze amakhono amasha. Khumbula ukuthi ukufunda akutholwa emkhakheni wezemfundo kuphela, kodwa futhi nangokuhlangenwe nakho nokuxhumana nabanye abantu.
3. Gcina isimo sengqondo esihle nesigqugquzelayo: Isimo sengqondo kanye nogqozi yizici ezibalulekile ekuthuthukiseni umcabango wokukhula njalo. Hlala ugxile ezinhlosweni zakho futhi ugcine isimo sengqondo esihle ngisho nalapho ubhekene nezinselele kanye nezithiyo ongahlangabezana nazo endleleni eya empumelelweni. Thola amandla akho futhi usebenzise ugqozi lwakho ukunqoba ubunzima. Zizungeze ngabantu abaqondile nabakhuthazayo abakukhuthaza ukuthi ube yinguqulo engcono kakhulu yakho. Ungadikibali ukwehluleka, kodwa kusebenzise njengamathuba okufunda nokukhula. Khumbula ukuthi isithiyo ngasinye esinqotshiweyo sikulethela isinyathelo esisodwa empumelelweni.
10. Ukubaluleka kokusungula inethiwekhi yobungcweti nokubamba iqhaza emphakathini we-AI
Ukuze ube u-AIDE ophumelelayo (Unjiniyela Wokuthuthukiswa Kobuhlakani Bezokwenziwa), kubalulekile ukukuqonda . Ngokuba yingxenye yomphakathi wochwepheshe bezobuhlakani bokwenziwa, ungafinyelela izinsiza ezibalulekile, ulwazi olwabiwe, namathuba okubambisana. Le nethiwekhi izokuvumela ukuthi uhlale unolwazi lwakamuva ngentuthuko yakamuva kulo mkhakha. futhi uhlale uthintana nokufana- ochwepheshe abanengqondo abanganikeza ukwesekwa nezeluleko.
Ukubamba iqhaza emphakathini we-AI nakho kukunikeza ithuba lokuthi wabelane ngolwazi lwakho siqu nolwazi. Ngokunikela ngenkuthalo emphakathini, ungazenza uchwepheshe kulo mkhakha futhi wakhe idumela eliqinile. Lokhu akukuvumeli kuphela ukuthi usakaze imibono yakho futhi uyikhuthaze amaphrojekthi akho, kodwa futhi ikunikeza ithuba lokuthola impendulo eyakhayo futhi uthuthukise amakhono akho njengo-AIDE.
Esinye isici esibalulekile sokusungula inethiwekhi yobungcweti ku-AI amathuba okuthola abeluleki nabeluleki. Ngokuxhumana nochwepheshe abanolwazi oluthe xaxa, ungafunda kokuhlangenwe nakho kwabo futhi uzuze ekuqondisweni nasezilulekweni zabo. Ngakolunye uhlangothi, ungasiza nalabo abasanda kuqala ensimini, okukunikeza umuzwa wokwaneliseka futhi kuqinise olwakho ulwazi. Lobu budlelwano bokweluleka bungaba yigugu kakhulu ekukhuleni kwakho kochwepheshe kanye nokomuntu siqu emkhakheni wobuhlakani bokwenziwa.
Ngingu-Sebastián Vidal, unjiniyela wekhompyutha ozifelayo ngobuchwepheshe kanye ne-DIY. Ngaphezu kwalokho, ngingumdali we tecnobits.com, lapho ngabelana khona ngezifundo zokwenza ubuchwepheshe bufinyeleleke kakhudlwana futhi buqonde wonke umuntu.