“Yini ofuna ukuyazi nge-artificial intelligence? Cabanga ngokubhalisa ezifundweni zethu zamahhala ze-Artificial Intelligence nesitifiketi. Lesi sifundo esibanzi sihloselwe ukukukwazisa emibonweni nezindlela eziwumongo ze-AI, njengokubona ngekhompyutha, ukucutshungulwa kolimi lwemvelo, nokufunda ngomshini.
Ukuqinisekisa ukuthi usiqonda kahle lesi sihloko, laba bafundisi abanolwazi bazokuhola odabeni lwesifundo futhi banikeze izibonelo ezisebenzayo. Ukwengeza, uzothola isitifiketi uma isifundo sesiphelile ukukhombisa ulwazi namakhono owafundile.”
I-Artificial Intelligence ingaba umsebenzi oyinselele futhi idinga ulwazi oluyisisekelo lwesayensi yekhompiyutha, izibalo, kanye nezinye izinkambu ezidingekayo ezihlobene nesayensi.
Kulesi sihloko, sifake kuhlu izifundo eziphezulu zamahhala zobuhlakani bokwenziwa.
Okuqukethwe
Yini i-Artificial Intelligence
I-Artificial intelligence yikhono lemishini yokwenza imisebenzi elingana namakhono abantu. Imishini efana no-Siri, i-Alexia, kanye Nomsizi we-Google izibonelo zobuhlakani bokwenziwa futhi yenza izici ezifana nokuqaphela Inkulumo, ukwenza izinqumo, nombono obonakalayo.
Nokho, ubuhlakani bokwenziwa buvame ukusetshenziswa kakhulu emidlalweni yevidiyo, lapho ikhompuyutha yenziwa ukuthi isebenze njengomunye umdlali. Ukufunda ngomshini isethi engaphansi ye-AI efundisa amakhompyutha ukuthi angafunda kanjani kudatha. Lokhu kwenziwa ngokuphakela ikhompuyutha izibonelo eziningi futhi uyivumele izitholele amaphethini ngokwayo.
Emphakathini namuhla, ubuhlakani bokwenziwa busetshenziswa ezimbonini ezahlukahlukene. Amanye amazwe anomnotho omkhulu asemukele ukusetshenziswa kwe-AI ekwenzeni imisebenzi enciphisa abasebenzi kanye nokuthuthukisa abasebenzi abasheshayo nabakhiqizayo. I-AI iphinde isetshenziswe embonini yezokunakekelwa kwempilo ukudosa izidakamizwa kanye nokunikeza ukwelashwa okuhlukile okuhlelelwe iziguli ezithile, kanye nokusiza ezinqubweni zokuhlinzwa egumbini lokuhlinza.
Kungani Utadisha I-Artificial Intelligence
Kunezizathu ezahlukahlukene zokufunda ubuhlakani bokwenziwa. Ukuba ubuchwepheshe obukhulayo obukhulayo, futhi bamukelwa yizimboni eziningana, ukufunda lo msebenzi kungaba yinto enkulu.
Nazi ezinye izizathu zokuthi kungani kufanele ufunde ubuhlakani bokwenziwa.
- I-AI inezinguqulo eziningi
- I-AI ithuthukisa umphakathi
- Ithalente elichaza ikhulunyaka
I-AI iguquguquka
Umthelela wobuhlakani bokwenziwa uzohluka ngokwezimboni ngoba ubuchwepheshe obuguquguqukayo. Amabhizinisi ahlukahlukene, njengezokukhiqiza, ezokuvakasha, nokungenisa izihambi, azozuza kulobu buchwepheshe. Ngakho-ke ukufunda i-AI kuzokwenza ukuthi umuntu athuthukise umsebenzi wakhe emikhakheni eyahlukene.
I-AI ithuthukisa umphakathi
Ukuthuthuka komphakathi kudinga ubuhlakani bokwenziwa. Ukusetshenziswa kwalobu buchwepheshe kungenza ukuphila kwabantu kube lula. I-AI, ngokwesibonelo, izoletha intuthuko eningi emkhakheni wezokunakekelwa kwempilo. I-AI ingaqinisekisa ukuthi iziguli zithola ukwelashwa okusheshayo, okunembe kakhudlwana.
Ithalente elichaza ikhulunyaka
Uma kubhekwa ukuthi ubuchwepheshe buzobusa umhlaba ekhulwini leminyaka elizayo, ubuhlakani bokwenziwa buyikhono lekhulu lamashumi amabili nanye. Ukukhuphuka kwe-AI noma i-ML kuzoguqula umphakathi wabantu ngezindlela eziningi. Abanye abahlaziyi baze bagomela ngokuthi ubuhlakani bokwenziwa buzoletha uguquko lwesithathu lwezimboni emhlabeni wonke.
Izifundo ezingcono kakhulu ze-Artificial Intelligence
Zonke izifundo ze-artificial intelligence zihlukile zinikeza ulwazi olubanzi lwazo zonke izici zobuhlakani bokwenziwa.
Ziningi zazo kuwo wonke amapulatifomu afana ne-Coursera, i-Udemy, i-Edx, njll. Wonke amapulatifomu anokuqukethwe okuningi okudumile ku-AI. Lezi zifundo zifundiswa ngochwepheshe be-AI, zibanzi kakhulu futhi zifaka nezitifiketi.
Nazi izifundo eziphezulu ezingu-25 zamahhala zobuhlakani bokwenziwa:
- Isingeniso se-AI
- Isingeniso Ekufundeni Okujulile
- Okuyisisekelo kwe-Artificial Intelligence
- I-Artificial Intelligence Yebhizinisi
- Ukwakha Amaphrojekthi Wokufunda Komshini
- I-Artificial Intelligence Yokumaketha Okuqukethwe
- Isicelo se-Artificial Intelligence ku-Marketing
- I-AI esekwe kulwazi: Uhlelo lokuqonda
- Ukusebenza kolimi lwemvelo
- I-Artificial Intelligence ku-Bioinformatics
- I-Artificial Intelligence yamarobhothi
- Isingeniso ku-Game AI
- Isu nokuphatha kwe-AI
- Ukuqamba okusha kubuchwepheshe bokutshala imali: I-Artificial Intelligence
- Amanethiwekhi E-Neural kanye nokufunda okujulile
- Izici zomuntu ku-AI
- I-Economics ye-AI
- I-AI ekunakekelweni kwezempilo
- I-Artificial Intelligence kanye nezindaba zezomthetho
- Uhlelo lwe-AI ngePython
- I-Artificial Intelligence: Ukuhweba ngamasheya
- I-AI ku-People Management
- Okubalulekile kwe-AI Kososayensi Abangeyona Idatha
- Ukwakha Ama-Chatbots Anamandla E-AI Ngaphandle Kokwenza Uhlelo
- Amakhono Edijithali: Intelligence Yokwenziwa.
Izifundo zamahhala ezingu-25 ze-Artificial Intelligence Nesitifiketi
#1. Isingeniso ku-Artificial Intelligence
Uzofunda izisekelo zobuhlakani bokwenziwa kulesi sifundo. Kusukela kuzibalo, ukufunda ngomshini, ukunengqondo, nokuhlela. Ukwengeza, uzothola ukuthi ubuhlakani bokwenziwa busetshenziswa kanjani ekucutshungulweni kwesithombe, umbono wekhompyutha, amarobhothi, ukuhlelwa kokunyakaza kwerobhothi, ukucubungula ulimi lwemvelo, kanye nokutholwa kolwazi.
#2. Isingeniso Sokufunda Okujulile
Lesi yisifundo esibalulekile ku-Artificial Intelligence. Ukufunda Okujulile kungenye yezindlela ezingcono kakhulu zezinhlelo zokusebenza eziningi, kusukela ekucutshungulweni kolimi lwemvelo kuya ku-biomedical. Ukufunda okujulile kungaphatha izinhlobo eziningi ezahlukene zedatha njengezithombe, imibhalo, izwi/umsindo, amagrafu, nokunye.
#3. I-Artificial Intelligence Fundamentals
Lesi yisifundo esiyisingeniso sabaqalayo ukuze bafunde mayelana nezisekelo zobuhlakani bokwenziwa. Kulesi sifundo, uzofunda Okuyisisekelo kwe-AI nge-Azure nemiqondo ewumongo ye-AI nokufunda ngomshini. Ngaphezu kwalokho, uzofunda ukucubungula ulimi lwemvelo futhi uhlole umbhalo nenkulumo ukuze uthole inhloso futhi uhumushe umbhalo nenkulumo phakathi kwezilimi.
#4. I-Artificial Intelligence Yebhizinisi
Umhlaba wamabhizinisi ukhula ngokushesha futhi ulokhu uthuthuka ngokuhambisana nezimo zamanje emhlabeni. Amabhizinisi ajwayela i-AI ukuze akhiqize okungenamthungo. Kulesi sifundo, uzofunda ukuthi ungaphatha kanjani ibhizinisi ngempumelelo usebenzisa i-Artificial Intelligence.
#5. Ukuhlela Amaphrojekthi Wokufunda Ngomshini
Uma ufisa ukuba umholi wezobuchwepheshe ongabekela ithimba le-AI indlela, lesi sifundo singezakho. Lesi sifundo sizokufundisa ukuthi ungakha kanjani iphrojekthi ephumelelayo yokufunda ngomshini futhi uzijwayeze ukuthatha izinqumo njengomholi wephrojekthi yokufunda ngomshini.
#6. I-Artificial Intelligence yokumaketha kokuqukethwe
Ukumaketha okuqukethwe sekuyindlela esheshayo yokukhangisa nokuthuthukisa amabhrendi. I-Artificial Intelligence idlala indima ebalulekile ekuthuthukiseni ukumaketha kokuqukethwe. Ezinye zezinto ozozifunda kulesi sifundo ukuthi ungathinta kanjani i-AI ekukhangiseni okuqukethwe. Kusukela ekuqoqeni nasekuhlaziyeni idatha kuye ekwenzeni kube ngokwakho umuzwa womsebenzisi nokunye. Uzofunda futhi ukuthi ungawasebenzisa kanjani amathuluzi adingekayo asetshenziswa ekukhangiseni okuqukethwe nge-Artificial Intelligence.
#7. Isicelo se-Artificial Intelligence in Marketing
Ukusetshenziswa kwe-Artificial Intelligence kwezokuthengisa kusizile ekuthuthukiseni ukukhushulwa nokwaneliseka kwamakhasimende. Esifundweni salesi sifundo, uzofunda ukuthi ungayihlola kanjani imikhuba yabathengi futhi wandise amandla abo ukuze bakwazi ukukhomba ukumaketha kwakho kubantu abalungile.
#8. I-AI esekwe kulwazi: Uhlelo lokuqonda
Lesi yisifundo esibalulekile ku-Artificial Intelligence. Ubudlelwano phakathi kwe-AI esekelwe olwazini kanye nocwaningo lokuqaphela komuntu yikona okugxilwe kakhulu kwalesi sifundo. Inikeza ukumelwa kolwazi oluhlelekile kanye nezindlela zokuxazulula izinkinga, ukuhlela, nokwenza izinqumo. Futhi namakhono athile namakhono adingekayo ukuze kusetshenziswe ukuklama ama-agent e-AI asekelwe kulwazi.
#9. Ukucubungula Ulimi Lwemvelo
Ukucutshungulwa kolimi lwemvelo kuyigatsha lobuhlakani bokwenziwa elenza imishini iqonde ulimi lwabantu. Lesi futhi isifundo esisodwa esibalulekile ku-AI. Ihlanganisa imiqondo efana nokufunda komshini, ukuhumusha, ulwazi lwe-neural, kanye nohlelo lokuphendula olubonakalayo lwePython. Uzofunda ukusebenzisa ama-algorithms ukuphatha ulimi lwabantu emishinini.
#10. I-Artificial Intelligence ku-Bioinformatics
I-Bioinformatics ukusetshenziswa kobuchwepheshe bekhompyutha ukuthuthukisa izindlela namathuluzi okuqonda idatha yebhayoloji. Lesi sifundo samahhala esiku-inthanethi senzelwe ukukufundisa ukuthi izisekelo ze-AI zisetshenziswa kanjani emkhakheni we-bioinformatics. Abafundi ababhalise kulesi sifundo bazofunda ukuqoqa, ukuhlaziya, kanye nemodeli ye-bioinformatics kusetshenziswa i-AI.
#11. I-Artificial Intelligence yamaRobhothi
Lesi yisifundo sezinga eliphezulu salokhu onentshisekelo endaweni yamarobhothi. Uzofunda ukuthi ungahlela kanjani zonke izinhlelo ezinkulu zamaRobhothi. Esinye isici sokufunda kulesi sifundo sihlanganisa ukuqagela okungenzeka, ukuhlela nokucwaninga, ukwenziwa kwasendaweni, ukulandelela, nokulawula.
#12. Isingeniso ku-Game AI
Uma uthanda imidlalo yevidiyo futhi ufuna ukuba yisipesheli kulolu hlangothi lwe-AI, lesi yisifundo esikulungele. Kulesi sifundo, uzofundiswa ukuthi ungawakha kanjani ama-bot omdlalo wakho, usebenzisa ama-algorithms ahlukile.
#13. Isu nokuphatha kwe-AI
Lesi sifundo sikunikeza ukuqonda ngamasu asetshenziswa ekuguquleni amabhizinisi. Lawa maqhinga asetshenziselwa ukuzuza inzuzo yokuncintisana emhlabeni webhizinisi. Ukuqonda ukusetshenziswa kobuhlakani bokwenziwa endaweni eqinile kanye namathuluzi atholakalayo okunciphisa izithiyo ekusetshenzisweni kwawo kufundiswa kulesi sifundo.
Ekupheleni kwesifundo, uzofunda nezindlela ezahlukahlukene zokuhlonza ukuchema okukhona ngaphakathi kwedatha nokuthi yini edingekayo ukuze kwakhiwe isu lokuphatha elinesibopho.
#14. Ukuqamba okusha kubuchwepheshe bokutshala imali: I-Artificial Intelligence
Uzofunda ngokuthi ubuchwepheshe bushintshe kanjani ukuthi senza kanjani izinqumo zezezimali kulesi sifundo. Uzofunda ukuthi abeluleki be-Robo basebenza kanjani nokuthi kungani besebenza kahle njengoba ufunda ngokunyuka kwezinkundla zokuphatha ingcebo eziqhutshwa yi-AI.
Uzohlola amandla obuhlakani bokwenziwa okwenza izinqumo zokutshala izimali futhi ufunde mayelana nendima ye-AI nokufunda komshini ekwenzeni izinqumo zokuhweba njengoba usuka kumasu okutshala asekelwe kudatha eqhutshwa abantu uye kumanethiwekhi e-neural.
#15. Inethiwekhi Ye-Neural kanye Nokufunda Okujulile
Kulesi sifundo, uzofunda umqondo oyisisekelo wamanethiwekhi we-neural nokufunda okujulile. Uzojwayelana namathrendi abalulekile ezobuchwepheshe aqhuba ukwanda kokufunda okujulile futhi usebenzise amanethiwekhi axhumene ne-neural ajulile. Futhi ukuthi usetshenziswa kanjani amanethiwekhi e-neural asebenzayo, ukuhlonza amapharamitha abalulekile ekwakhiweni kwenethiwekhi ye-neural, futhi usebenzise ukufunda okujulile ezinhlelweni zokusebenza.
#16. I-Human Factor ku-AI
Lesi sifundo sigxile ezintweni ezibalulekile zomuntu ekuthuthukiseni imikhiqizo esekelwe kubuhlakani bokwenziwa. Abafundi bazofunda mayelana nomsebenzi wobumfihlo bedatha ezinhlelweni ze-AI, inselele yokuklama i-AI yokuziphatha, nezindlela zokuhlonza imithombo yokuchema.
#17. I-Economics ye-AI
Uzofunda mayelana nezomnotho zakamuva zocwaningo lwe-AI kanye nemiphumela yako emnothweni nasezimakethe zezabasebenzi kulesi sifundo. Ukuhlaziywa kokuthi ukukhiqizwa komnotho nokuthuthuka kobuchwepheshe kuthintwa kanjani ubuhlakani bokwenziwa. Uzophinda uhlole imiphumela yokuthuthuka kobuchwepheshe obuqhutshwa yi-AI ezimakethe zezabasebenzi nakubasebenzi, uthole ubuqiniso bokukhathazeka ngokuntuleka kwemisebenzi kwezobuchwepheshe.
#18. I-Artificial Intelligence ekunakekelweni kwezempilo
I-Artificial intelligence iguqule izimboni ezimbalwa futhi imboni yezempilo ayishiywanga ngaphandle. Cabanga nje ukwazi ukuhlaziya idatha yesiguli, ukuhlolwa ngelebhu, kanye nolunye ulwazi olungaphandle kohlelo lwezempilo. Lesi sifundo sizokufundisa mayelana nezicelo zamanje nezesikhathi esizayo ze-AI ekunakekelweni kwezempilo. Inhloso ukuletha ubuchwepheshe be-AI emitholampilo ngokuphepha nangokuziphatha.
#19. I-Artificial Intelligence kanye nezindaba zomthetho
Lesi sifundo simayelana nokuqonda imithelela yezomthetho ehlobene nokusetshenziswa kwezinhlelo zobuhlakani bokwenziwa. Ihlinzeka ngemininingwane yobungozi kanye nokuvikela okusemthethweni okungacatshangwa. Umthelela we-AI kumalungelo abantu ayisisekelo, ukuvikelwa kwempahla, kanye nobumfihlo kuzoxoxwa ngakho esifundweni.
#20. Uhlelo lwe-AI ngePython
Ukuhlela kuyisici esibalulekile se-Artificial Intelligence. Futhi ukufunda ukuhlela ngePython yikona okugxilwe kakhulu kulesi sifundo. Uzophinde ugxile ekufundeni ibhulokhi yokwakha eyinhloko yobuhlakani bokwenziwa- amanethiwekhi e-Neural.
#21. I-Artificial Intelligence: Ukuhweba ngamasheya
Ukuhweba ngamasheya sekuphenduke enye yezindawo ezinkulu zokutshala imali ezikhathini zamuva nje. Ngalesi sifundo, uzoba nombono ongcono wokuthi ubuchwepheshe bungasetshenziswa kanjani njengethuluzi lokuthuthukisa nokuhlela amasu okutshalwa kwezimali. Uzofunda futhi amathuluzi ahlukahlukene asetshenzisiwe, futhi ukwazi ukuqonda ubuciko bokutshala imali emakethe yamasheya ngosizo lwe-Artificial Intelligence.
#22. I-AI ku-People Management
Kulesi sifundo, uzofunda nge-Artificial Intelligence kanye Nokufunda Komshini njengoba kusebenza Ekuphathweni Kwabasebenzi. Uzohlola imiqondo ehlobene nendima yedatha ekufundeni komshini, isicelo se-AI, imikhawulo yokusebenzisa idatha ezinqumweni zakwa-HR, nokuthi ukuchema kungancishiswa kanjani kusetshenziswa ubuchwepheshe be-blockchain.
#23. Okubalulekile kwe-AI Kososayensi Abangeyona Idatha
Kulesi sifundo, uzojula ukuze uthole ukuthi i- Machine Learning isetshenziswa kanjani ukuphatha nokuhumusha Idatha Enkulu. Uzothola ukubheka okuningiliziwe ezindleleni nezindlela ezahlukahlukene zokwenza ama-algorithms ozowafaka ebhizinisini lakho ngamathuluzi anjengomshini ofundisayo kanye ne-TensorFlow. Uzofunda nezindlela ezihlukene ze-ML, Ukufunda Okujulile, kanye nemikhawulo kodwa nokuthi ungashayela kanjani ukunemba nokusebenzisa idatha yokuqeqeshwa engcono kakhulu yama-algorithms akho.
#24. Ukwakha Ama-Chatbots Anamandla E-AI Ngaphandle Kokwenza Uhlelo
Lesi sifundo sizokufundisa ukuthi ungawakha kanjani ama-chatbots awusizo ngaphandle kwesidingo sokubhala noma iyiphi ikhodi. Uzofunda ukuhlela, ukusebenzisa, ukuhlola, nokusebenzisa ama-chatbot ajabulisa abasebenzisi bakho. Ama-Chatbot aya egcwele embonini yethu. Amabhizinisi akamuva adinga le ndlela ethile aye engezwa nsuku zonke, abaxhumanisi bafuna amanani entengo ephezulu, futhi intshisekelo kuma-chatbots iyanda ngokushesha. Banikeza ukwesekwa kwamakhasimende okuyikhwalithi kumakhasimende.
#25. Amakhono Edijithali: Intelligence Yokwenziwa
Lesi sifundo sihlose ukukuhlomisa ngokuqonda okubanzi kwe-AI. Izohlola umlando wobuhlakani bokwenziwa, kanye namaqiniso athakazelisayo, amathrendi, kanye nemininingwane mayelana nokuyisebenzisa. Uzophinda uhlaziye ukuxhumana okusebenzayo phakathi kwabantu ne-AI kanye namakhono abikezelwe adingekayo ukuze uxhumane nobuchwepheshe be-AI. Ngalolu lwazi, uzokwazi ukuthuthukisa amakhono akho futhi uguqule nomsebenzi wakho.
Izincomo
- Izifundo eziyi-10 zamahhala ze-Masters Degree Ezinezitifiketi
- 25 Izifundo Zamahhala Ze-Cybersecurity Ku-inthanethi Nezitifiketi
- 25 Izifundo Zamahhala Ze-inthanethi Ezifushane Nezitifiketi
- Izifundo ezingama-20 zamahhala ze-IT ezinezitifiketi.
imibuzo ejwayelekile ukubuzwa
Ingabe izifundo ze-artificial intelligence zinzima?
Ukufunda ubuhlakani bokwenziwa kungaba yinselele futhi kwesinye isikhathi kukhungathekise, ikakhulukazi kulabo abangebona abahleli bohlelo. Noma kunjalo, uma unentshisekelo kuyo, ungayifunda. Kutuswa ukuthi uhlale uqinisekile nge-Niche yakho ngaphambi kokukhetha isifundo ozosifunda.
Isiphi isifundo esingcono kakhulu se-inthanethi se-AI?
Izifundo ezihamba phambili ze-AI eziku-inthanethi wuhlelo lwe-AI ngePython. Lesi sifundo sizokunikeza ulwazi olujulile ngesisekelo se-AI kanye nokusetshenziswa kwamathuluzi okuhlela njengePython, Numpy kanye nePyTorch nakho kuzofundiswa.
Ukufunda ngomshini kuhlobene kanjani ne-Artificial Intelligence?
Ukufunda ngomshini kuyisethi engaphansi yobuhlakani bokwenziwa. Kuyisenzo sokwenza amakhompuyutha asebenze ngokungazelelwe ngaphandle kokuthi ahlelwe ukuthi enze njalo. Ngakho-ke, ukufunda ngomshini kuyindlela esetshenziselwa ukusebenzisa i-Artificial Intelligence.
Yiziphi izifundo ezibalulekile ezidingekayo ku-AI?
Ukuphishekela umsebenzi we-Artificial Intelligence, kunezifundo zesayensi eziyisisekelo ozidingayo. Lezi yiKhemistry, iFiziksi, iMathematika, kanye nezibalo. Iziqu zasekolishi kuComputer Science, Data Science, noma Information Technology nazo zibalulekile.
Isiphetho
Ubuhlakani bokwenziwa sebuyingxenye yethu, benza imisebenzi yethu yansuku zonke futhi bathuthukisa ukukhiqiza kwethu. Kusukela kumadivayisi ahlakaniphile afana ne-Alexia, Siri, nabasizi be-Google kuya kumageyimu evidiyo, amarobhothi, njll. Ubuhlakani bokwenziwa buseduze nathi, Ngakho-ke abantu bafuna ukungena kuleyo ndlela yomsebenzi.
Umsebenzi othokozisayo kodwa ukubhalisa nokuthola isitifiketi kungabiza kakhulu. Yingakho lezi zifundo zamahhala zenzelwe ukwenza ukufunda kube lula kulabo abathanda lo msebenzi. Ubude besikhathi sokufunda buncike esifundweni nakwinkundla yokufunda. Siyethemba ukuthi lesi sihloko sizokusiza ekuphishekeleni umsebenzi wakho.
