Ukucabanga ngokwekhompyutha kuyinqubo yengqondo yokuklama izixazululo; ukubhala amakhodi kungumsebenzi wemishini wokuhumusha lezo zixazululo zibe ulimi ikhompyutha eliluqondayo. Iminyaka eminingi, imfundo ye-ICT ibiziphatha njengento eyodwa. Kodwa ukukhula kobuhlakani bokwenziwa obukhiqizayo sekuzihlukanise ngokusobala.

Namuhla, ukubamba ngekhanda imithetho yolimi lokuhlela kuyimpahla eyehla inani ngokushesha. I-AI ingabhala ikhodi ehlanzekile ye-Python, ye-C++, noma ye-Scratch ngamamilisekhondi ambalwa. Into i-AI engakwazi ukuyenza ukuqonda inkinga yomuntu, ukuyihlukanisa ibe yizinyathelo ezinengqondo, nokunquma ukuthi yini okufanele yakhiwe kuqala. Lokho ukucabanga ngokwekhompyutha, futhi kuyiyona kuphela ingxenye yalesi sibalo 'sokubhala amakhodi namarobhothi' esisaqinisekisa inani lesikhathi eside kubafundi baseNingizimu Afrika.

Umehluko, Ngaphandle Kolimi Lobungcweti

Ukuze uqonde lo mehluko, cabanga ngenselelo yangempela yasekilasini laseNingizimu Afrika: ukuphatha ilebhu yamakhompyutha yesikole ngesikhathi sokucinywa kukagesi kwe-Stage 4. Umgomo ukuqinisekisa ukuthi abafundi abangama-40 bangakwazi ukulondoloza umsebenzi wabo bacishe imishini yabo ngokuphepha ngaphambi kokuba amabhethri e-inverter aphele.

Ukuxazulula le nkinga kudinga ukucabanga ngokwekhompyutha. Kumele:

• Uhlukanise inkinga: Yihlukanise inselelo ibe yizingcezu. Amakhompyutha adonsa ugesi ongakanani? Amabhethri ahlala isikhathi esingakanani? Kuthatha isikhathi esingakanani ukucisha ngokuphepha?
• Ubone amaphethini: Qaphela ukuthi abafundi abancane bathatha imizuzu emihlanu ukulondoloza baphume, kanti abadala bathatha emibili.
• Ususe imininingwane engadingeki: Unganaki umkhiqizo wamakhompyutha noma umbala wamadeski; gxila kuphela ekusetshenzisweni kukagesi nasemikhawulweni yesikhathi.
• Uklame i-algorithm: Yakha umthetho onyathelo nenyathelo: 'Uma amandla ebhethri ehla afike ku-20%, veza isexwayiso esibonakalayo. Uma ehla afike ku-10%, qalisa ukulondoloza okuzenzakalelayo kwifu bese ucisha ikhompyutha.'

Uma lolu hlaka lwengqondo selwakhiwe, usuyixazululile inkinga. Ukubhala amakhodi kuyisinyathelo sokugcina nje esiyisandla sokubhala leyo algorithm nge-Python noma ngekhodi esekelwe kumabhulokhi ukuze isofthiwe ephethe ilebhu yamakhompyutha ikwazi ukuyisebenzisa. Ukucabanga ngokwekhompyutha kungukwakhiwa kwesakhiwo; ukubhala amakhodi kungukubeka izitini.

Kungani I-AI Iguqule Inani Lakho Kokubili

Eminyakeni eyishumi edlule, indaba yemfundo emhlabeni jikelele ibithi 'wonke umuntu kumele afunde ukubhala amakhodi.' Ama-bootcamp nezikole bebegxile kakhulu emithethweni yolimi lokuhlela: ukubamba ngekhanda ukuthi ama-semicolon afakwaphi, ukuthi umemezela kanjani ama-variable, nokuthi ubhala kanjani ama-loop. Leli beliyisu elibuthakathaka njalo, kodwa i-AI ekhiqizayo isilenze alisadingeki.

Uma ucela i-Large Language Model (LLM) yesimanje ukuthi ibhale iskripthi se-Python esiqapha amazinga ebhethri bese sicisha uhlelo, izokhiqiza ikhodi engenaphutha ngaso leso sikhathi, mahhala. Ikhono lokuhumusha umyalelo ocacile lube yimithetho yolimi lokuhlela seliyenziwa ngumshini. Ngenxa yalokho, inani lezomnotho 'lomuntu obhala amakhodi kuphela'—umuntu okwazi kuphela ukuhumusha imiyalelo ibe yikhodi—liyawohloka.

Ngakolunye uhlangothi, inani lomuntu okwazi ukwakha leyo miyalelo likhuphuke kakhulu. Ukuze uthole umphumela owusizo ku-AI, umthuthukisi kumele achaze ngokunembile okufakwayo, okuphumayo, imikhawulo nezimo ezingavamile zohlelo. Kumele acabange ngokwekhompyutha. Uma ungakwazi ukuhlukanisa inkinga wena ngokwakho, ngeke ukwazi ukuyalela i-AI ukuba ikuxazululele yona.

"Ukufundisa izingane ukubhala amakhodi kubekwe phambili imithetho yolimi lokuhlela enkathini ye-AI kufana nokubafundisa amathebula okuhlukanisa okude kuyilapho sishaya indiva injongo yangempela yezibalo. Sibalungiselela izwe elingasekho."

Isimo Sangempela Emakilasini AseNingizimu Afrika

Lo mehluko awuwona owemfundo nje kuphela; unemiphumela emikhulu endleleni esisebenzisa ngayo ikharikhulamu ye-CAPS yokuBhala Amakhodi Namarobhothi yoMnyango wezeMfundo eyisiSekelo. Izikole eziningi zaseNingizimu Afrika zibhekene nokushoda okukhulu kwezinsiza: izabelomali ezincane, amathololi amalaptop asetshenziswa ngokwabelana, i-inthanethi engazinzile, kanye nogesi ongabikezeleki.

Uma isikole sichaza uhlelo lwaso lwamarobhothi ngokuthi 'yisikhathi esichithwe kubhalwa ikhodi esikrinini,' sizohlupheka. Uma ugesi ucishwa noma i-Wi-Fi ingasebenzi, isifundo siyama. Ngaphezu kwalokho, ukuthengela umfundi ngamunye ilaptop akwenzeki ngokwezimali eziningini zezikole zethu.

Kodwa uma ugxila ekucabangeni ngokwekhompyutha, lezo zithiyo ziyalawuleka. Ukucabanga ngokwekhompyutha kungafundiswa 'ngaphandle kukagesi.' Abafundi bangaklama ama-algorithm besebenzisa amakhadi abambekayo, badwebe ama-logic gate ebhodini lokubhala, noma balungise amaphutha ezinhlelweni ezibambekayo ngesandla. Ngesikhathi sebehlala ngempela phambi kwekhompyutha, abasachithi isikhathi esibalulekile sesikrini bezabalaza ngokuthi i-colon ifakwaphi; basebenzisa ikhompyutha ukuze basebenzise isixazululo asebesiklamile.

Indlela Yokufundisa Lokho Okubaluleke Ngempela

Ukuze balungiselele abafundi ikusasa, izikole nabazali kumele bashintshe ukugxila kwabo bakususe ezifundweni ezisindwa yimithetho yolimi lokuhlela bakubeke ekucabangeni ngezinga lohlelo lonke. Nansi indlela yokwenza lolo shintsho:

Ukugxila kwendabuko okuthi 'Funda Ukubhala Ikhodi'	Ukugxila okubhekene nekusasa 'Ekucabangeni Ngokwekhompyutha'
Ukubamba ngekhanda imiyalo ye-Python nemithetho yolimi lokuhlela.	Ukuqonda ngokomqondo ama-logic gate, ama-loop, nezitatimende ezinemibandela.
Ukwakha amaphrojekthi avamile okukopisha nokunamathisela (njengesibali esiyisisekelo).	Ukuhlukanisa izinkinga zangempela zendawo (njengokongiwa kwamanzi noma ukunciphisa umthelela wokucinywa kukagesi).
Ukuzivocavoca kokubhala amakhodi ngamabhulokhi esikrinini kuphela, ngaphandle kwesimo esibambekayo.	Ukusebenzisa okufakwayo okubambekayo (ama-sensor) nokuphumayo (ama-motor) ukuze kubonwe ukuthi umqondo uxhumana kanjani nezwe langempela.

Kwa-Sheen Robotics, sayiklama ikharikhulamu yethu ye-Sheen Academy ngqo ngokulandela le mfundiso. Asibaqeqeshi abafundi ukuba babe ngabahlanganisi bemithetho yolimi lokuhlela. Kunalokho, sisebenzisa ukusebenza ngamakhompyutha abambekayo nezinsiza ze-IoT ukuze sifundise umqondo osemsuka wezinhlelo. Uma umfundi eqonda ukuthi angalwakha kanjani uhlaka lwempendulo ephindelayo esebenzisa i-sensor yomswakama wenhlabathi nempompi yamanzi, ulimi lokuhlela oluthile alusebenzisayo ukulubhala luba yimininingwane yesibili—into angayifuna kalula noma ayikhiqize nge-AI.

Uma sifuna intsha yaseNingizimu Afrika ibe ngabadali bobuchwepheshe kunokuba ibe ngabathengi nje besofthiwe engeniswa kwamanye amazwe, kumele siyeke ukubafundisa ukulingisa imishini. Imishini isivele ihlabahlosile ekubeni yimishini. Umsebenzi wethu ukufundisa abafundi ukuthi bacabange kanjani.