Ukwakha iModeli eJonga iGalufa yeQhinga

Ukwakha umfuziselo obonisa ubuchule begalufa kuthetha ukutolika idatha yesifundo, izigqibo zomdlali, kunye neemetrics zentsebenzo zibe isakhelo esibonakalayo esiguqukayo esityhila iipateni ezingabonakaliyo ngeso lenyama. Xa udibanisa i-spatial analytics, i-shot-by-shot tracking, kunye nesigqibo somthi wemephu, uguqula umdlalo we-intuition ube yisayensi yenzuzo yokhuphiswano.

Iquka ntoni iModeli yeQhinga lokuJonga iGalufa eneneni?

Imodeli eyomeleleyo yeqhinga yegalufa ingaphezulu lee kunekhadi lamanqaku ledijithali. Imaphu yonke imbonakalo yomhlaba wesigqibo somjikelo - ukusuka ekukhetheni i-tee ukuya kwi-angle yokusondela, ukusuka kwizibalo zomvuzo womngcipheko ngokwesihlanu ukuya ekubekeni ukufunda okuluhlaza. Imodeli ingenisa amanqaku edatha ekrwada anjengomgama wokuthwala, ulungelelwaniso lwezowuni yokuma, umphakamo okwicala eliluhlaza, iivektha zesantya somoya, kunye notyekelo lwabadlali bembali, emva koko bazinike ngokwemaleko abonakalayo anokuthi abaqeqeshi, abadlali, kunye nabahlalutyi banokutolika nje krwada.

Yicinge njengendawo engaphezulu yeGPS ebonisa hayi nje apho ukhoyo, kodwa apho kufuneka uuye ngokusekwe kumanani okuba nokwenzeka. Yonke imbumbulu iba yindawo kwigrafu yesigqibo, kwaye zonke iziphumo zibuyela kwimodeli ukucokisa iingcebiso zexesha elizayo. Umaleko wokubonwa yiloo nto eyenza obu bulumko busebenze - iimephu zobushushu zibonisa ezona ndawo zokuma zepesenti ephezulu, iidayagram eziqukuqelayo zityhila ulandelelwano lweedubulo olululo nakubuphi na ubuxoki obunikiweyo, kunye neetshathi ezitenxileyo iflegi xa umdlali ephambuka kwezona ndlela zinamandla ngokwezibalo.

Uyiqokelela njani iDatha eLungileyo ukunika amandla iModeli?

Ukuchaneka kwayo nayiphi na imbonakalo yeqhinga yegalufa ixhomekeke ngokupheleleyo kumgangatho wengqokelela yedatha esisiseko. Izixhobo zale mihla kwinqanaba eliphezulu ziquka i-laser rangefinders enedatha yokuphakama, iimonitha zokusungula ezibamba isantya sebhola kunye ne-spin axis, i-GPS-tagged shot trackers, kunye ne-drone-captured topographic map zezifundo ezithile.

Ukwenzela ukuzonwabisa kunye ne-semi-professional application, i-apps ze-smartphone kunye ne-sensor ezinxitywayo zenze idemokhrasi yokuqokelela idatha ngokumangalisayo. Isinyathelo esibalulekileyo kukuseka iiprothokholi zedatha ezihambelanayo - ukulinganisa ukusuka kumanqaku esalathiso afanayo, ukumaka izithonga kunye neendidi ezisemgangathweni, kunye nokucoca idatha yabangaphandle okubangelwa ukungasebenzi kakuhle kwezixhobo okanye ukungahambi kakuhle kwendalo. Ngaphandle kolu qeqesho, imodeli yokubonwa ibonisa ingxolo kunophawu.

"Umahluko phakathi komdlali wegalufa ozilolongelayo kunye nomdlali wegalufa ophuculayo kukukwazi ukubona ukuba ithini idatha ngokwenene. Umbono ujika amanani abe zizigqibo, kwaye izigqibo zibe ngamanqaku aphantsi."

Zeziphi iiNdlela zokuJonga eziSebenza ngcono kuHlahlelo lweQhinga lweGalufa?

Iindlela ezininzi ezahlukileyo zokubonwa zibonakalise ukuba zinamandla kubuchule begalufa engumzekelo, nganye isebenzela injongo yohlalutyo eyahlukileyo:

• Iimephu zobushushu: Ukwaleka kweepateni zokusasazwa kokudubula kumfanekiso wekhosi ukuveza ukuthambekela kwamanani omdlali kwimingxunya ethile okanye iingozi, ukwenza ukuphoswa kubonakale ngokucacileyo.
• Imithi yesigqibo: Imizobo esekwe kwisebe ebonisa ixabiso elilindelekileyo leenketho zokudubula ezahlukeneyo ukusuka kwindawo enikiweyo, ezibalela zombini ezinokwenzeka kunye nomngcipheko ophantsi.
• Iitshathi eziqukuqelayo:Iziboniso ezisekwe ngokulandelelanayo ezibonisa elona qhinga lilungileyo lokulawula umngxuma ukusuka kwi-tee ukuya eluhlaza, kubandakanywa neendlela ezingalindelekanga zeemeko zokubuyisela.
• Ukuchithachitha iiplani ezinemigca yokubuyisela umva: Bonisa unxulumano phakathi komgama wokusondela kunye nepesenteji yohlaza-kwi-regulation, ukunceda abadlali bachonge amabhendi achanekileyo eyardage apho ukuchaneka kwabo kufikelela phezulu.
• imifuziselo ye-3D terrain: Iimephu zezifundo zomphakamo ezibonisa indlela itopography ekuphembelela ngayo ukuphuma kwebhola, indlela yokugqabhuka, kunye nokubeka ikhefu — iinkcukacha eziphoswa ngokupheleleyo ziimephu ezisicaba.

Eyona mifuziselo isebenzayo umaleko weendlela ezininzi kujongano olulodwa, okuvumela umhlalutyi aguqule phakathi kweembono ngokuxhomekeke kumbuzo obuziweyo. Umqeqeshi ovavanya isicwangciso solawulo lwekhosi ufuna ugxininiso olubonakalayo olwahlukileyo kunomqeqeshi wokuqina komzimba onxibelelanisa iimetriki zokudinwa kunye nokwehla kokusebenza okusemva kwesithoba.

Amashishini Angayisebenzisa Njani Imigaqo-siseko Yokubonwa Okufanayo?

Iqhinga lokubonwa kwegalufa, kumbindi walo, yingxaki yokusebenza kunye nengxaki yobukrelekrele - kwaye kwaloo migaqo inye iguqulela ngqo kulawulo lweshishini. Kanye njengokuba imodeli yegalufa ibalaselisa umngcipheko, ukuba nokwenzeka, kunye nolandelelwano olufanelekileyo kwikhosi yonke, inkqubo yokusebenza yeshishini imaphu ukuhamba komsebenzi, ulwabiwo lwezibonelelo, kunye nezicwangciso zezigqibo zobuchule kumbutho wonke.

Yiyo kanye le nto amaqonga afana neMewayz, inkqubo yokusebenza yeshishini yeemodyuli ezingama-207 esetyenziswa ngabasebenzisi abangaphezu kwe-138,000 kwihlabathi liphela, ibe yinto ebalulekileyo kwimibutho efuna ukubona isicwangciso sabo kunokusichaza nje. Ngeemodyuli ezithatha i-CRM, ulawulo lweprojekthi, uhlalutyo, ulungelelwaniso lweqela, ukulandelela imali, kunye nokunye - konke okudityaniswe kwi-ecosystem enye - iMewayz inika iinkokeli zoshishino ukulingana nemephu yekhosi epheleleyo kunye nedatha ye-real-time shot. Ungabona apho imisebenzi yakho isebenza khona, apho bahlala beyiphosa khona indlela, kwaye loluphi ulandelelwano lweentshukumo lukunika amathuba aphezulu okufikelela usukelo lwakho.

Ifumaneka nge- $19–$49 ngenyanga, i-Mewayz yenza umboniso wokusebenza ophucukileyo ufikeleleke kulo lonke inqanaba leshishini, ukusuka kwinqanaba lokuqala lokufumana unyawo lwawo ukuya kumashishini akwinqanaba eliphezulu aphucula ukuqhutywa komsebenzi wamaqela amaninzi.

Ziziphi iimpazamo eziqhelekileyo xa kusakha iModeli yeQhinga leGalufa?

Namaqela axhotyiswe ngokwaneleyo enza iimpazamo ezinokuxelwa kwangaphambili xa esakha imodeli yawo yokuqala yobuchule yokubonisa igalufa. Eyona nto ixhaphakileyo kukusalathisa ngokugqithisileyo kwidatha yomgama ngelixa ukuchaneka okungaphantsi komlinganiselo kunye neemetrics zokusasazwa. Umdlali okwi-avareji yeeyadi ezingama-320 ukusuka kwi-tee kodwa eneradiyasi yeeyadi ezingama-40 akadlali ukusuka kwiiyadi ezingama-320 - badlala naphina apho ibhola ibekwe khona, nto leyo edla ngokuba mbi kakhulu kunomdlali obetha omfutshane osoloko efumana ingca emfutshane.

Impazamo yesibini ebalulekileyo kukwakha imodeli emileyo. Igalufa iyatshintsha-tshintsha iimeko zekhosi kunye nemozulu, ukusebenza komdlali kuyaguquguquka kuyo yonke imijikelo, kwaye iqhinga lomdlali lidala iimeko ezahlukeneyo. Imodeli yokubona kufuneka ibandakanye ukutya kwedatha yexesha langempela kwaye ihlaziye iingcebiso zayo ngokufanelekileyo. Okokugqibela, amaqela ahlala esakha iidashbhodi ezintle abaqeqeshi kunye nabadlali abangaze bazisebenzise kuba ujongano lubeka phambili ubunzulu bohlalutyo ngaphezu kokucaca okubonakalayo. Ezona modeli zibalaseleyo zibonisa kanye oko kufuneka kubonwe, akukho okunye.

Imibuzo Ebuzwa Rhoqo

Yeyiphi isoftware edla ngokusetyenziswa ukwakha imodeli yobuchule yokubonisa igalufa?

Izixhobo eziqhelekileyo ziquka iilayibrari zePython ezifana neMatplotlib kunye nePlotly yokubonwa kwedatha, iTheyibhile okanye i-Power BI yeedeshibhodi ezisebenzisanayo, kunye namaqonga akhethekileyo ohlalutyo lwezemidlalo njengeArccos okanye iShot Scope yokuqokelela idatha. Amaqela akwizinga eliphezulu ahlala esakha usetyenziso lwewebhu yesiko esebenzisa iReact okanye i-D3.js ukwenza ujongano lwezifundo zespoke ngokupheleleyo ezilungiselelwe iimfuno zabo zohlalutyo.

Ingakanani idatha yembali efunekayo phambi kokuba imodeli yeqhinga yegalufa ithembeke?

Uninzi lwabahlalutyi bacebisa ubuncinane be-10–15 imijikelo egcweleyo yedatha eneenkcukacha phambi kokuba benze izigqibo ezinobuchule. Ngaloo mthamo, iipatheni zokusasazeka kunye neendlela ezikhethekileyo zekhosi ziqala ukuzinza. Ukwenza imodeli eqikelelweyo ngokuzithemba okuphezulu kwamanani, imijikelo eyi-50+ ibonelela ngesiseko esithembeke ngakumbi, ngakumbi xa idatha ibandakanya iindidi zezifundo ezahlukeneyo kunye neemeko zemozulu.

Ngaba amashishini amancinci angasebenzisa imigaqo efanayo yokubonisa ukuphucula imisebenzi yawo?

Ngokuqinisekileyo. Ingqiqo engundoqo - ukuqokelela idatha, ukuchonga iipateni, ukujonga ngeso lengqondo izigqibo, ukucokisa iqhinga - kusebenza ngokuthe ngqo kwimisebenzi yezoshishino nakweliphi na isikali. Iiplatforms ezifana neMewayz zenza oku kufikeleleke ngaphandle kokufuna iqela lesayensi yedatha elizinikeleyo, ukubonelela ngeemodyuli zokuhlalutya ezakhelwe ngaphambili ezibonisa iimbono zokusebenza ngaphezulu ngokubonakalayo, ukuze abanini bamashishini benze izigqibo ezingcono ngokukhawuleza, njenge-caddy enencwadi yekhosi enkulu.

Nokuba wenza imaphu yamathuba entaka kwi-par-72 uyilo okanye uphucula ukuqhutywa komsebenzi kwiqela elikhulayo, ukujonga ngobuchule ngundoqo wokhuphiswano owahlula intelekelelo ebambekayo ekuthatheni izigqibo. Ngaba ukulungele ukuzisa ingcaciso efanayo kwimisebenzi yeshishini lakho? Qalisa uhambo lwakho lwe-Mewayz namhlanje e-app.mewayz.com kwaye ufumanise ukuba iimodyuli ezihlanganisiweyo ezingama-207 zinokunika ishishini lakho umbono weqhinga eliwufaneleyo.