- I-Python kunye neJavaScript zihlala ziyindlela ebalaseleyo yokukhetha i-AI, isayensi yedatha, kunye nophuhliso lwewebhu lwanamhlanje ngenxa yokuguquguquka kwazo.
- Iilwimi ezikwinqanaba leenkqubo ezifana neRust kunye neGo ziyanda ngokuthandwa kweziseko zophuhliso ezisebenza kakuhle kunye neenkonzo ze-cloud-native.
- Iilwimi ezikhethekileyo ezifana neJava, iC#, kunye neKotlin zibonelela ngozinzo olubalulekileyo kwiindawo zoshishino kunye neendawo eziphathwayo.
Ukuntywila kwihlabathi lokubhala iikhowudi kunokuvakala ngathi kuzama ukusombulula iphazili ngeenxalenye eziliwaka. Abaqalayo abaninzi bazifumana bebambeke kumbuzo omnye omkhulu: ndiqala phi? Inyani yile, ukukhetha ulwimi akupheleli nje ekukhetheni into ebonakala intle; intshukumo yeqhinga echaza indlela yakho yobungcali, ingakumbi ngoku ekubeni i-AI evelisayo kunye nekhompyutha esebenza kakuhle zibhala ngokutsha imithetho yomdlalo.
Akuyomfihlo ukuba eli shishini litshintshile. Asisabhali nje imigca yekhowudi ukusuka ekuqaleni; silungisa ingqiqo kwaye sisebenzisa izixhobo ze-AI ukuphucula imveliso yethu. Ukuze wenze ubizo olufanelekileyo, kufuneka ujonge ngaphaya kwe-syntax kwaye ucinge ngayo. into ofuna ukuyakha ngokwenene, nokuba yi-app yeselula enobuchule, inkqubo yezemali entsonkothileyo, okanye imodeli ye-AI yanamhlanje. Makhe sihlalutye imeko yangoku ukuze sibone ukuba zeziphi izixhobo ezifanelekileyo kuwe.
IiTitans zeVersatility: iPython kunye ne-AI Revolution
I-Python ikwazile ukuhlala iphezulu ngokutshintsha kunye nokukhula kwe-AI. isichazi-magama esilula nesifundekayo yenza kube lula kwabaqalayo, kodwa ihlala iyindawo enamandla kwabo banamava. Ukuba ujonge umsebenzi kwiMachine Learning, iData Science, okanye i-automation, iPython ayisiyongcebiso nje—phantse iyimfuneko. Ngabadlali abanamandla abafana I-PyTorch kunye neTensorFlow Ikhokela indlela, isebenza njenge "glue" egqibeleleyo yokudibanisa ii-AI APIs kunye needathabheyisi zevektha.
Ngaphandle kwengxolo ye-AI, iPython sisilo kuphuhliso lwasemva kunye nokubhala iskripthi. Nangona abanye abagxeki bekhomba kwisantya sayo, sanamhlanje. Abahlanganisi be-Just-In-Time (JIT) bayawunciphisa loo msantsa, beqinisekisa ukuba imveliso ayizi ngexabiso lokusebenza. Lukhetho olufanelekileyo kuye nabani na ofuna ukwakha. izisombululo ezikrelekrele ngaphandle kokuxinwa yikhowudi ye-boilerplate enzima kakhulu.
Ukulawula iWebhu: iJavaScript kunye neTypeScript
Ukuba ufuna ukwenza izinto abantu abanokuzibona kwaye basebenzisane nazo kwiwebhu, iJavaScript yeyona nto ilungileyo kuwe. Lulwimi olulodwa olusebenza kwisiphequluli, nto leyo eyenza kube lula. akunakwenzeka kwaphela ukuba abaphuhlisi be-frontend bathethe ngayoUkusuka kwii-animations ezithambileyo ukuya kwiimenyu ezintsonkothileyo ezisebenzisanayo, i-JS yenza iwebhu yanamhlanje ibonakale iphila. Xa idibene ne-Node.js, ivumela abaphuhlisi ukuba baphathe icala leseva, bedala amava apheleleyo.
Nangona kunjalo, eli shishini liye laya kwindlela enobuchule ngakumbi ngeTypeScript. Ngokongeza ukuchwetheza okumileyo Ngokudibanisa oku, iTypeScript inceda ekubambeni iimpazamo ngaphambi kokuba zenzeke, nto leyo esindisa ubomi kwiiprojekthi ezinkulu kunye namaqela amakhulu. Ukufunda iTypeScript kuqala yintshukumo yobungcali kuba kukunyanzela ukuba qonda iintlobo zedatha, okwenza kube lula kakhulu ukutshintshela kwezinye iilwimi kamva. Ii-Frameworks ezifana neReact kunye neNext.js ziyaqhubeka nokugcina le duo isembindini wophuhliso lwemveliso yedijithali.
Iinkampani ezinamandla: iJava, iC#, kunye neKotlin
Xa sithetha ngeenkqubo ezingenakukwazi ukudilika—ezifana neebhanki okanye iigridi zonxibelelwano—iJava isengukumkani wentaba. Nangona indala, uzinzo kunye nenkqubo yendalo enkulu yenze ibe yinto eqhelekileyo kwiindawo zoshishino. Yisiseko sezicelo ezininzi ze-fintech apho ukhuseleko kunye nokukhula zezona zinto ziphambili, zibonelela ngomgangatho wokuthembeka osele ulindelwe ziilwimi ezintsha.
Kwelinye icala le-enterprise coin, sine-C#. Yenziwe yiMicrosoft, sisixhobo esinokusetyenziswa ngeendlela ezahlukeneyo esilawula i-.NET ecosystem. Asikuko nje kuphela kwii-apps zeshishini; i-C# sisivumelwano esikhulu kwihlabathi lemidlalo, ngakumbi njenge ulwimi oluphambili lwe-UnityNokuba wakha isixhobo senkampani esisekelwe kwilifu okanye umdlalo we-indie we-3D, i-C# ibonelela ngomxube olungeleleneyo wokusebenza kunye nemveliso yabaphuhlisi.
Kwabo bagxile kumda weselula, iKotlin ithathe indawo yophuhliso lwe-Android ngempumelelo. Ixhaswa yiGoogle, inikezela nge isichazi-magama esifutshane ngakumbi kuneJava, oko kuthetha ukuba iingxaki zimbalwa kwaye ikhowudi ayiphindaphindi rhoqo. Ngokukhula kweKotlin Multiplatform, abaphuhlisi ngoku banokwabelana ngekhowudi phakathi kwe-iOS kunye ne-Android, nto leyo eyenza ukuba ibe yikhowudi esetyenziswa kakhulu. ukhetho olucwangcisiweyo lweenjineli zeselula abafuna ukufikelela kakhulu.
Ukusebenza kunye neNew Guard: Rust and Go
Kukho umkhwa okhulayo wabaphuhlisi abatsiba ngqo kwiRust, kwaye ngesizathu esivakalayo. Yenzelwe ukubonelela ukhuseleko lwenkumbulo ngaphandle komqokeleli wenkunkuma, nto leyo ngokuyintloko eyinxalenye ebalulekileyo yeenkqubo zokuprograma. Nangona indlela yokufunda iphezulu kuneyePython, ukuba nobuchule kwiRust kukubeka kwiqela labaphuhlisi ababalaseleyo abakwaziyo ukwakha. iziseko ze-blockchain, ii-OS kernels, kunye neenjini ezisebenza kakuhle>.
Emva koko sineGo (okanye iGolang), impendulo kaGoogle kwimingeni yokulinganisa. IGo imalunga nokulula nokusebenza kakuhle, eyenzelwe ngokukodwa iinkonzo ze-cloud-native kunye neenkonzo ezincinci. Ubuchule bayo bokuphatha i-concurrency buyenza ibe yeyona ithandwayo kwizixhobo zeDevOps ezifana neKubernetes. Ukuba uyonwabela ukusebenza "phantsi kwehood" ukugcina amaqonga amakhulu edijithali esebenza kakuhle, iGo yeyona ndlela ilungileyo yokuxhasa umsebenzi ohlawula kakhulu, onempembelelo enkulu.
Izixhobo ezikhethekileyo kunye namaQhawe angadunyiswanga
- I-SQL: Olu lulwimi olusetyenziswa kakhulu kwidatha. Nokuba ungumfundi wedatha okanye ungumfundi we-backend dev, Ukwazi i-SQL sisakhono esibanzi ekuvumela ukuba usebenzisane needathabheyisi kwaye wondle iimodeli ezinika amandla i-AI.
- Ukukhawuleza: Umgangatho olungileyo we-Apple ecosystem. Ukuba iphupha lakho kukwakha ii-apps ze-iPhone, i-Mac, okanye i-Apple Watch, iSwift's isintaksi esicocekileyo nesanamhlanje yindlela ekuphela kwayo omawuhambe ngayo.
- R: Nangona ingekho “kwi-viral” njengePython, i-R isesisixhobo esibalulekileyo kwi- uhlalutyo lobuchwephesha lwezibalo kunye nophando lwezemfundo, ingakumbi apho ukubonakala kwedatha kubalulekile.
- PHP: Nangona kukho amarhe okuthi iyaphela, i-PHP isasebenzisa inxalenye enkulu yewebhu ngeWordPress. isakhono esisebenziseka kakhulu kwiiprojekthi zokubamba iiwebhusayithi kunye nezokuzenzela.
- COBOL: Ulwimi "olungafiyo". Lusaqhuba inkqubo yezemali yehlabathi. Ngenxa yokuba bambalwa abantu abatsha abalufundayo, iingcali kwi-COBOL zixabiseke kakhulu ukugcina iinkqubo ezibalulekileyo zebhanki ezidala.
- Mojo: Umdlali osakhulayo ojolise ekudibaniseni ukusetyenziswa lula kwePython kunye ukusebenza okuluhlaza kwe-C, eyenzelwe ngokukodwa isizukulwana esilandelayo sezixhobo ze-AI.
Ukuhamba kule ndawo kufuna okungaphezulu nje kokukhumbula isivakalisi; kumalunga nokuphuhlisa ingqondo enengqondo kunye nokunxanelwa ukufunda okuqhubekayo. I-AI ayithathi indawo yomhleli weprogram, kodwa iphakamisa indima. Abaphuhlisi abaphumelele kakhulu kwiminyaka ezayo ngabo bayaziyo indlela yokwenza oko. sebenzisana neearhente ze-AI ukwakha izisombululo ezingcono, endaweni yabo banokubhala nje ikhowudi. Nokuba uqala ngobuhlobo bePython okanye ubunzima beRust, isitshixo kukwakha isiseko esiqinileyo sengqiqo kwaye uhlale ulungelelene ngokwaneleyo ukuze ujikeleze njengoko ihlabathi letekhnoloji liqhubeka lijikeleza.
