Kulesi generations lapho umshini akufundisa ngokukhawuleza kunoma abantu, izigidi zihambe ukujabulela. Ngokuvamile, I-Future of Jobs Ukubuyekezwa kwebhizinisi, abalandeli abalandeli abalandeli abalandeli abalandeli abalandeli abalandeli abalandeli abalandeli abalandeli abalandeli abalandeli abalandeli abalandeli abalandeli abalandeli abalandeli abalandeli abalandeli abalandeli abalandeli abalandeli abalandeli abalandeli abalandeli abalandeli abalandeli abalandeli Ukusebenza kwe-97.000.000 amayunithi ezintsha. Isinyathelo esifanayo ingathintela izinzuzo eziningana nezinkinga zokusebenza. Kulesi zimo ezintsha, izinzuzo zokwakha amasevisi kanye nokukhuthaza izinzuzo zihlanganisa ukucindezelwa kwezimboni kanye nezimakethe. Lokhu kuyinto indawo lapho izinzuzo ezifana neSaurav Kant Kumar zibonakalisa izinzuzo ezinhle, izinzuzo zokusebenza izinzuzo zendawo zangempela futhi zithintela izinzuzo zokwakha izinzuzo ngezindlela ezikhuthaza emakethe zangaphakathi. I-World Economic Forum Umhlahlandlela 2023 I-85 million izindleko Yenza umkhakha we-energy, isibonelo, lapho ama-data centers, okuyinto i-bone of everything kusuka ku-petroleum exploration kuya ku-cloud computing, zihlanganisa amazinga okuqhubekayo ezivela ku-hardware crashes. I-NVMe drives, ama-high-speed storage units, zihlanganisa ngaphandle kokungabazeka kakhulu, okuholela ukuhlaziywa okuholela ibhizinisi ngama-billions ngonyaka; ucwaninga idatha asondle, ukusebenza okuqhubekayo, kanye nezimali zokuphucula zihlanganisa. Kwi-hyper-scale settings, nge-millions of drives running, ukuhlaziywa okuqhubekayo kungabangela imiphumela emikhulu, ukuphazamiseka ama-energy amabhizinisi Yenza lokhu kuhlinzeka kuyindlela yokusabela inkinga elikhulu ku-high-performance computing. Njengomthombo wehlabathi we-data processing ikakhulu, nge-AI workloads kuphela kubangelwa ukunciphisa umthamo emoyeni emakheni yedatha ku-2026, ngalinye Izixhobo ze-predictive zisiza ukunceda ukulungiswa kwezimali ezingenalutho. E-commercial, lokhu kusiza izindleko ezincinane zebhizinisi ze-petroleum kanye ne-gas, okwenza ukuthi izindleko ze-fuel zihlanganisa kakhulu kumakhasimende. E-society level, imiphumela emibi engaphansi emithonjeni ye-electronic emithonjeni emaphaketheni emaphaketheni, njengoba ama-drives zithunywe kuphela lapho kufuneka kakhulu. I-Saurav Kant Kumar ibonise umphumela: "Ukuhlinzeka ukuthenga ama-metrics ngamahhotela amaminithi ngamahhotela ngamahhotela, ukuguqulwa idatha ashisayo ku-advertisements ezivela ku-chaos." Le ndlela Imininingwane ze-Industry Ngo-manufacturing, ama-defects emithonjeni yokukhiqiza akuyona inkinga enhle. Kwi-factories eyenza imikhiqizo yobuchwepheshe, njenge-barbers, ama-defects amancane, kuhlanganise izinhlayiya amancane noma ama-scratches eyinhloko angakwazi ukuxolisa, okwenza izimpendulo ezidala emibi. Ukubonisa ukuthi ukulawula umgangatho ongaphakeme kungenziwa siphon off Umkhiqizi wahlanganyela imikhiqizo ye-manufacturer, nge-threshold yama-trillions ehlabathini ngenxa ye-disposal ne-reworking. Ukuze ama-business ye-retail, okuholela ekufinyeleleni kwe-shelf e-shelf, ukwandisa ama-prices kanye nokuvimbela ama-shoppers abathanda imikhiqizo ebonakalayo. I-Saurav Kant Kumar wahlanganyela lokhu ku-project yokufaka ama-anomali e-barber heads. Ngokusebenzisa ama-computer vision models ezifana ne-ResNet ne-YOLO, i-checks eyenziwe ngama-images eyenza ama-defects ngaphandle kwe-eyes yabantu. izifundo Ngaphansi 35% Ukusabela kwe-80% ku-manual inspections, ukunciphisa cishe i-230,000 USD ngonyaka ngenxa ye-operation esebenzayo. Kodwa kuhlobonhlobo esikhulu, lapho ukukhiqizwa ibhizinisi yehlabathi yehlabathi, imiphumela engaphansi kubandakanya imikhiqizo ephakeme kakhulu yeemveliso ezingenalutho. Lokhu kusebenza kahle emakethe ezintsha, lapho imikhiqizo yobuchwepheshe ezingenalutho i-hygiene. Ngokunciphisa izisombululo, lezi zixazululo zixazulule ukusetshenziswa kwamakhemikhali, ukunciphisa ingcindezi emithonjeni afana ne-metals ne-plastics eyenziwe ngempumelelo yokuthengisa. I-Society ibhizinisi ngokusebenzisa imikhiqizo emangalisayo I-Logistics ithatha imibuzo yayo, ikakhulukazi ekubunjweni kwezimpahla ezivela ku-transporters. I-truckship world, enhle yokuthuthaza izimpahla ezimbonini, ithatha izinga lokusebenza okwandisa ukusetshenziswa kwe-fuel kanye nokukhutshwa kwezindiza. Ngokuvamile, izindiza ezingenalutho zihlanganisa ukuchithwa kwenethiwekhi zokuthutha, ngokuvamile Ukubuyekeza ukuthi logistics ebuthakeme ukwandisa Ukubuyekeza izindleko zokuhweba emazwe emazwe. Kwi-Retail, lokhu kusenza imikhiqizo yesikhashana emaphaketheni noma i-electronics ekhona emzimbeni, ukuphazamiseka ukuthengisa nokuthengisa nokumelana kwamakhasimende. I-Saurav Kant Kumar i-automated carrier ranking for load movements, enikezela idatha yesikhathi kanye ne-machine learning ukuze ukunciphise inani le-call needed for booking ngenyanga angu-90%. I-World Bank Ukuphakama kwe-10% Ukuguqulwa okuqukethwe kwebhizinisi ngokuvumelana nezinkampani zokuhamba amaklayenti ezinhle, ukunciphisa izindleko zokuhamba okungenani zithunyelwe abathengi. Kwi-global, izinjini ezintsha zithunyelwe zithunyelwe kwezithuthi ezingenalutho, ukunceda izidingo ze-climate njengoba izitimela zithunyelwe kwenyanga emhlabeni jikelele I-Retail Industries ibonise umphumela nge-deliveries eyenziwe ngempumelelo, okukhuthaza ukuvikelwa kwe-e-commerce emakhasini afana ne-Asia ne-Afrika. I-Saurav Kant Kumar wabhala isikhwama: "Ukuhlola ama-carriers esekelwe emakhasini e-real-time kanye ne-performance esidlulile, sinikeza inqubo enobuthandayo into enhle, enikezela ukuthuthwa kwamakhemikhali ngaphandle kwamakhemikhali ezivamile." I-Society ikhiqiza lokhu futhi, ngokunciphisa ukupholisa kwethuthuko emaphandleni amaphakheji kanye namasebenzi ezininzi ku-logistics njengoba ukusebenza okuholela imithombo yokukhuthaza. CO2 Ukukhiqiza Ngo-telecom, ukucubungula izakhiwo ezifana ne-Ethernet ports akuyona emangalisayo. Amaklayenti asebenzayo ukuhlangabezana nezidingo zokuphenya phakathi kokuphumelela kokusebenzisa idatha kusuka ku-streaming ne-remote work. Get it wrong, futhi ungakwazi noma ukuphazamiseka imali ku-capacity esisebenzayo noma ukujabulela izixazululo ezingu-millions. U-Saurav Kant Kumar yasungulwa amamodeli zokuhamba usebenzisa i-LSTM ne-Prophet ku-datasets amakhulu, ekubuyekeza izidingo zokuhamba ku-align with regional spikes. I-International Telecommunications Union Ngaphezu kwalokho, lokhu kubandakanya amabhizinisi amabhizinisi amabhizinisi ngokushesha, ukugcina izindleko ze-internet ezincinane kumakhasimende emhlabeni wonke. Kwi-retail, amabhizinisi asebenzayo asiza ukuthengisa ku-online, okuyinto zihlanganisa i-20% ye-shopping ehlabathini ngosuku I-Society ibhizinisi nge-connectivity engcono eyenza izixazululo ze-digital, ukunikezela izidakamizwa kanye ne-healthcare emathunjini ezivela. Ngokuvimbela ama-overbuilds, i-Society ibhizinisi nokushintshwa kwamanzi, ngokuvumelana nezinzuzo ze-sustainability. Umhlahlandlela Ngaphezu kweprojekthi, i-leadership ye-Saurav Kant Kumar ibonelela ekhompyutha nokufundisa. I-Managed Groups of Data Scientists, i-Guided Through AI Tools and Running Sessions to Spread Knowledge. Lokhu kubhalwe ne-skill gap enhle, lapho, njll , I-40% yabantu abasebenzi akufanele ukuguqulwa ngokushesha. Kwi-industry njenge-energy ne-manufacturing, amabhizinisi asebenza okuphakeme bakwazi ukuthatha ubuchwepheshe ngokushesha, ukwandisa ukusebenza kwehlabathi. ikhaya Izinzuzo ze-AI zihlanganisa izinzuzo ze-AI, zihlanganisa izigaba ze-Data Analysis kanye nokupholisa i-transitions kusuka kuma-jobs ezindayo. I-Teams eyenziwe zihlanganisa ukuvuselelwa kwamanani yebhizinisi, ukwandisa i-GDP ngokusebenzisa amazwe zokukhiqiza. I-Society ikhiqiza ngokusebenzisa ukukhula okuhlobisa, nge-training ihlanganisa amaphuzu amabhizinisi amaningi. Ukubuyekezwa kwekhwalithi ye-futurist, lezi ziprojekthi zibonisa imiphumela enhle. Izinsimbi zokubuyekeza ezinikezela kwizinkampani zebhizinisi zokusebenza ukuhlangabezana nezimfuneko ezingaphezu kwe-hardware, okungenani ukunciphisa imizuzu ye-double-digit emhlabeni jikelele futhi ukunciphisa amabhizinisi amayunithi amayunithi amayunithi. Ekukhiqizeni nokuhlinzeki, ukucubungula okuzenzakalelayo kanye nokubuyekezwa kungase zihlanganisa ne-IoT ukuze zihlanganise isikhathi esifanayo, okwenza amakethe zokuthutha ezinzima izinzuzo ezingenalutho ezifana ne-pandemics. Ukubuyekezwa kwebhizinisi kungenziwa

The is an opinion piece based on the author’s POV and does not necessarily reflect the views of HackerNoon.

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Indlela I-Saurav Kant Kumar Isebenzisa I-AI Ukukhuthaza Amabhizinisi - Futhi I-Workforce

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