Zvita apfuura, takabata yedu yekutanga hackathon nemamwe makambani matanhatu eSkolkovo. Pasina vatsigiri vemakambani kana chero rubatsiro rwekunze, takaunganidza mazana maviri evatori vechikamu kubva kumaguta makumi maviri eRussia kuburikidza nekuedza kwenharaunda inoronga. Pazasi ini ndichakuudza kuti takabudirira sei, ndeapi misungo yatakasangana nayo munzira, uye nei takabva tatanga kushandira pamwe nechimwe chezvikwata zvakakunda.
Interface yechishandiso inodzora Watts Battery modules kubva kune vanopedzisa track, "Wet Hair"
The company
Kambani yedu Watts Battery inogadzira modular inotakurika magetsi zviteshi. Chigadzirwa chacho chinotakurika chiteshi chemagetsi 46x36x11 cm, inokwanisa kuburitsa kubva 1,5 kusvika 15 kilowatts paawa. Mana modules akadaro anogona kupa simba rekushandisa kweimba duku yenyika kwemazuva maviri.
Kunyangwe isu takatanga kutumira masampula ekugadzira gore rapfuura, neakaundi ese Watts Battery ndeyekutanga. Kambani iyi yakavambwa muna 2016 uye kubvira gore rimwe chetero yanga iri mugari weSkolkovo Energy Efficient Technologies Cluster. Nhasi tine vashandi gumi nevashanu uye nekusarira kukuru kwezvinhu zvatinoda kuita pane imwe nguva, asi izvozvi hapana. nguva iyoyo.
Izvi zvinosanganisirawo mabasa esoftware chete. Sei?
Basa guru remodule nderekupa kusakanganiswa, yakaenzana simba rekupa pamutengo wakakwana. Kana iwe ukasangana nekudzimwa kwemagetsi nekuda kwezvikonzero zvausingakwanise kudzora, iwe unofanirwa kugara uine chengetedzo kuitira kuti ugone zvizere simba retiweki rinodiwa kwenguva yekudzima. Uye kana magetsi ari akanaka, unogona kushandisa simba rezuva kuchengetedza mari.
Chisarudzo chiri nyore ndechekuti iwe unogona kubhadharisa bhatiri kubva kuzuva mukati mezuva uye kuishandisa manheru, asi chaizvo kusvika pamwero unodiwa kuitira kuti kana pakaitika kudzima, usasara usina magetsi. Saka, hauzombofi wakazviwana uri mumamiriro ezvinhu apo iwe wakasimbisa chiedza kubva kubheteri manheru ose (nokuti inodhura), asi usiku magetsi akabuda uye firiji yako yakasvibiswa.
Zviri pachena kuti munhu haawanzokwanisi kufanotaura nekururama kukuru kuwanda kwemagetsi aanoda, asi hurongwa hwakashongedzerwa nemuenzaniso wekufungidzira unogona. Naizvozvo, kudzidza kwemuchina sekudaro ndeimwe yenzvimbo dzedu dzekutanga. Kungoti isu parizvino takatarisana nekuvandudzwa kwehardware uye hatigone kugovera zviwanikwa zvakakwana kumabasa aya, izvo ndizvo zvakatiunza kuKutanga Hackathon.
Kugadzirira, data, zvivakwa
Nekuda kweizvozvo, takatora nzira mbiri: data analytics uye manejimendi system. Kuwedzera kune yedu, pakanga paine mamwe maturu manomwe kubva kune vatinoshanda navo.
Kunyange zvazvo chimiro chehackathon chakanga chisati chatemwa, taifunga kugadzira "mamiriro edu ega", nehurongwa hwepfungwa: vatori vechikamu vanoita zvimwe zvinhu zvinoratidzika zvakaoma uye zvinonakidza kwatiri, vachigamuchira mapoinzi ezvo. Taiva nemabasa akawanda. Asi sezvatakavaka chimiro chehackathon, vamwe varongi vakakumbira kuunza zvese kune fomu yakafanana, izvo zvatakaita.
Zvadaro takasvika kune chirongwa chinotevera: vakomana vanoita muenzaniso zvichienderana nedheta yavo, zvino vanogamuchira data yedu, iyo iyo muenzaniso yakanga isati yamboona, inodzidza uye inotanga kufanotaura. Zvaifungidzirwa kuti izvi zvose zvinogona kuitwa mumaawa makumi mana nemasere, asi kwatiri iyi ndiyo yaiva yekutanga hackathon pane data yedu, uye isu tingave takanyanyisa nguva yezviwanikwa kana dhigirii rekugadzirira data. Pamakina akasarudzika ekudzidza hackathons, mutsara wenguva wakadaro ungave wakajairika, asi yedu yanga isina kudaro.
Isu takaburitsa software uye hardware yemumodule zvakanyanya sezvatingagona, uye takagadzira vhezheni yechishandiso chedu chakanangana neiyo hackathon, ine yakapusa uye inonzwisisika yemukati interface iyo chero mugadziri anogona kutsigira.
Kune iyo track yakavakirwa pane yekutonga system, pakanga paine sarudzo yekugadzira nharembozha. Kudzivirira vatori vechikamu kubva mukukwenya huropi hwavo nezve zvazvinofanira kutaridzika uye kutambisa nguva yakawedzerwa, takavapa dhizaini yedhizaini, super-lightweight, kuitira kuti avo vanoida vangogona "kutambanudza" mabasa avanoda pairi. . Kutaura chokwadi, isu hatina kutarisira dambudziko rehunhu pano, asi chimwe chezvikwata chakazvitora nenzira yekuti isu taidzikisira kubhururuka kwavo, isu taida kuwana mhinduro yakagadzirira mahara, uye kwete kuvayedza. mukuita. Vakabva vasimuka.
Rimwe boka rakasarudza kuita shanduro yakasiyana zvachose kubva pakutanga, uye zvose zvakashanda. Hatina kusimbirira kuti chikumbiro chiite seizvi, isu taingoda kuti ive nezvimwe zvinhu zvinoratidza tekinoroji yemhinduro: magirafu, analytics, nezvimwe. Iyo yakapedzwa dhizaini dhizaini yaivewo zano.
Sezvo kuongorora mhenyu yeWatts Battery module pahackathon kungave kuchitora nguva, takapa vatori vechikamu chidimbu che data chemwedzi chakatorwa kubva kumamodule evatengi edu chaiwo (atakasanangura kusazivikanwa kare). Sezvo yaive June, pakanga pasina chinhu chekubatanidza shanduko dzemwaka mukuongorora. Asi mune ramangwana tichawedzera data rekunze kwavari, semwaka uye mamiriro ekunze (nhasi iyi ndiyo chiyero cheindasitiri).
Takanga tisingadi kugadzira zvinotarisirwa zvisingagoneki pakati pevatori vechikamu, saka mukuziviswa kwehackathon isu takananga tati: basa richava pedyo sezvinobvira kumunda webasa: ruzha, tsvina data, iyo isina munhu akanyatsogadzirira. Asi izvi zvakare zvaive nerutivi rwakanaka: mumweya weagile, taigara tichisangana nevatori vechikamu, uye nekukasira kuita shanduko kune basa uye mamiriro ekubvumidzwa (zvimwe pane izvi pazasi).
Pamusoro pezvo, isu takapa vatori vechikamu mukana weAmazon AWS (nekushingaira zvekuti Amazon yakativharira dunhu rimwe, isu tichaona zvekuita nezvazvo). Ikoko iwe unogona kuendesa zvivakwa zveInternet Yezvinhu uye, zvichibva pane kunyange nyore Amazon templates, gadzira yakazara-yakazara mhinduro mukati mezuva. Asi pakupedzisira, munhu wose akaenda nenzira yake, achiita zvose ari oga kusvika pakakwirira. Panguva imwe cheteyo, vamwe vakakwanisa kusvitsa nguva yakatarwa, vamwe havana. Chikwata chimwe, Nubble, chakashandisa Yandex.cloud, mumwe munhu akachisimudza pakubata kwavo. Isu takanga takagadzirira kupa madomasi (tine akanyoreswa), asi anga asina basa.
Kuti titarise vanokunda mune yekuongorora track, isu takaronga kuenzanisa mhedzisiro, yatakagadzirira manhamba metrics. Asi pakupedzisira zvakanga zvisingakoshi kuita izvi, nokuti nokuda kwezvikonzero zvakasiyana-siyana vatatu vevatori vechikamu vana havana kusvika pakupedzisira.
Kana zviri zvezvivakwa zveimba, iyo Skolkovo Technopark yakabatsira pano nekutipa (yemahara) imwe yemakamuri ayo anotonhorera ane madziro evhidhiyo ezviratidziro uye akati wandei makamuri madiki enzvimbo yekutandarira uye kuronga chikafu.
Analytics
Basa: iyo yekuzvidzidzira sisitimu inoratidza kusawirirana mukushandisa uye kushanda kwemodule kunoenderana nekudzora data. Isu takachengeta nemaune mazwi seakajairika sezvinobvira kuti vatori vechikamu vashande nesu kufunga nezve zvingaitwe zvichibva pane data iripo.
Zvakananga: Iyo yakanyanya kuomesesa yemakwara maviri. Indasitiri data ine mimwe misiyano kubva kune data mune yakavharwa masisitimu (semuenzaniso, kushambadzira kwedhijitari). Pano iwe unofanirwa kunzwisisa chimiro chemuviri wemaparamendi auri kuyedza kuongorora; kutarisa zvese seabstract nhamba dzakateerana hazvishande. Semuenzaniso, kugoverwa kwekushandiswa kwemagetsi zuva rose. Zvakafanana nemitambo: reza remagetsi rinovhurwa mangwanani pamazuva evhiki, uye musanganisi anovhurwa pakupera kwevhiki. Zvadaro zvakakosha zveanomalies pachavo. Uye usakanganwa kuti Watts Battery yakagadzirirwa kushandiswa kwega, saka mutengi mumwe nomumwe achava nemitambo yavo, uye imwe yepasi rose modhi haishande. Kuwana anomalies anozivikanwa mudata harisi kana basa; kugadzira sisitimu inotsvaga isina kunyorwa anomalies imwe nyaya. Mushure mezvose, chero chinhu chinogona kuve chinokanganisa, kusanganisira chinonyengera chemunhu. Semuenzaniso, mune yedu data data pane imwe nyaya apo sisitimu yakamanikidzwa nemushandisi mubhatiri modhi. Pasina chero chikonzero, vashandisi dzimwe nguva vanoita izvi (ini ndichaita chengetedzo kuti mushandisi uyu arikuyedza module uye nekuda kweichi chikonzero iye anokwanisa kuwana manyorero ekutonga modes; kune vamwe vashandisi kutonga kunongoitika otomatiki). Sezvo zviri nyore kufanotaura, mumamiriro ezvinhu akadaro bhatiri rinobudiswa zvakasimba, uye kana mutoro wacho wakakura, kubhadharisa kunopera zuva risati rabuda kana imwe nzvimbo yesimba inooneka. Mumamiriro ezvinhu akadai, isu tinotarisira kuona imwe mhando yeziviso yekuti maitiro ehurongwa atsauka kubva kune yakajairika. Kana kuti munhu akabva akanganwa kudzima ovheni. Iyo sisitimu inoona kuti kazhinji panguva ino yezuva inoshandiswa ndeye 500 watts, asi nhasi - 3,5 zviuru - an anomaly! Kufanana naDenis Matsuev ari mundege: βHandinzwisisi chinhu chipi nechipi pamusoro peinjini dzendege, asi tiri munzira kuenda ikoko injini yakanzwika zvakasiyana.β
Girafu yemuenzaniso wekufungidzira pane yakavhurika neural network Yandex CatBoost
Ko kambani inodei chaizvo?: self-diagnostic system mukati memudziyo, kufungidzira analytics, kusanganisira pasina network network (sezvinoita zvinoratidza, havasi vese vatengi vedu vari kukurumidza kubatanidza mabhatiri kuInternet - kune vakawanda, zvakakwana kuti zvose zvingoshanda zvakavimbika), kuzivikanwa kweanomalies, hunhu hwatisati taziva, chirongwa chekuzvidzidzira pasina mudzidzisi, kubatanidza, neural network uye arsenal yese yemazuva ano ekuongorora nzira. Tinofanira kunzwisisa kuti hurongwa hwakatanga kuita zvakasiyana, kunyangwe tisingazive kuti chii chaizvo chachinja. PaHackathon pachayo, zvaive zvakakosha kuti isu tione kuti kune vakomana vakagadzirira kupinda muindasitiri analytics kana vatove mairi, uye vari kutsvaga nzvimbo nyowani dzekushandisa kugona kwavo. Pakutanga ndakashamisika kuti kune vakawanda vakakumbira: shure kwezvose, ichi chikafu chakanyanya, asi zvishoma nezvishoma vose kunze kwemumwe wevatori vechikamu vana vakadonha, saka kune imwe nzvimbo zvinhu zvose zvakawira munzvimbo.
Sei zvisingagoneki panguva ino?: Dambudziko guru nemabasa ekuchera data harina kukwana data. Kune akati wandei maWatts Battery madivayiri ari kushanda kutenderera pasirese nhasi, asi mazhinji acho haana kubatana kunetiweki, saka data redu harisati ranyanya kusiyana. Isu hatina kukorokoza pamwechete maviri anomalies - uye ayo akaitika pane prototypes; indasitiri Watts Bhatiri inoshanda zvakatsiga. Dai isu taive nemuchina wemukati wekudzidza mainjiniya, uye isu taiziva - hongu, izvi zvinogona kudzvanywa kubva mune iyi data, asi isu tinoda kuwana iri nani mhando yekufembera - ingave imwe nyaya. Asi kusvika panguva ino hapana chatakaita nedata iri. Mukuwedzera, izvi zvinoda kunyudzwa kwakadzama kwevatori vechikamu mune chaiyo yekushanda kwechigadzirwa chedu; zuva nehafu hazvina kukwana kune izvi.
Wakasarudza sei?: Havana pakarepo kuseta chaiyo yekupedzisira basa. Panzvimbo pezvo, mukati memaawa 48 ose, takanga tiri munhaurirano navatori vechikamu, tichikurumidza kuziva zvavaikwanisa kuwana nezvavaisagona. Kubva pane izvi, mumweya wekubvumirana, basa racho rakapedzwa.
Chii chawakawana semhedzisiro?: vakundi ve track vakakwanisa kuchenesa data (panguva imwe chete vakawana "maficha" ekuverenga mamwe ma parameter ayo isu pachedu takanga tisina kumboona, sezvo isu tisina kushandisa imwe data kugadzirisa matambudziko edu) , simbisa kutsauka kubva pane zvinotarisirwa maitiro eWatts Battery modules, uye gadzira muenzaniso wekufungidzira unokwanisa kufanotaura kushandiswa kwesimba nehupamhi hwechokwadi. Hongu, iyi ingori nhanho inogoneka yekugadzira mhinduro yeindasitiri; ipapo mavhiki ebasa rinorwadza rehunyanzvi richadikanwa, asi kunyangwe iyi prototype, yakagadzirwa zvakananga panguva yehackathon, inogona kuumba hwaro hwemhinduro chaiyo yemaindasitiri, isingawanzo.
mhedziso huru: Kubva pane data yatinayo, zvinokwanisika kugadzira fungidziro yekufungidzira, takafungidzira izvi, asi hatina zviwanikwa zvekutarisa. Vatori vechikamu chehackathon vakaedza uye vakasimbisa fungidziro yedu, uye isu ticharamba tichishanda nevakundi ve track pabasa iri.
Girafu yekufanotaura modhi pane yakavhurika neural network Facebook Prophet
Zano remangwana: Paunenge uchigadzira basa, haufanirwe kutarisa kwete chete pamepu yekugadzira yako, asiwo nekufarira kwevatori vechikamu. Sezvo hackathon yedu isina mibairo yemari, isu tinotamba pakuda kuziva kwechisikigo che data masayendisiti uye chishuwo chekugadzirisa matambudziko matsva, anonakidza umo pasina munhu akamboratidza chero chinhu kana kwaanogona kuzviratidza zviri nani pane mhedzisiro iripo. Kana iwe ukakurumidza kufunga nezvechinhu chekufarira, haufanirwe kushandura kutarisa kwako munzira.
Hurumende
Basa: (chishandiso) chinobata network yeWatts Battery modules, ine account yako pachako, kuchengetedza data mugore, uye kutarisa mamiriro.
Zvakananga: muiyi track tanga tisiri kutsvaga imwe hunyanzvi mhinduro; isu, chokwadi, tine yedu yevatengi interface. Isu takamusarudzira iyo hackathon kuratidza kugona kwehurongwa hwedu, kunyura mukati mayo, uye kutarisa kana nharaunda iri kufarira nyaya yebudiriro yeakangwara masisitimu uye rimwe simba. Isu takaisa iyo mobile application senge sarudzo; unogona kuzviita kana kusazviita nekufunga kwako. Asi semaonero edu, zvinonyatsoratidza kuti vanhu vakakwanisa sei kuronga kuchengetedza kwedata mugore, nekuwana kubva kune akati wandei akasiyana kamwechete.
Ko kambani inodei chaizvo?: nharaunda yevagadziri vanouya nemazano ebhizinesi, kuyedza hypotheses uye kugadzira maturusi ekushanda ekuita kwavo.
Sei zvisingagoneki panguva ino?: Huwandu hwemusika huchiri hudiki pakugadzira organic yenharaunda yakadai.
Wakasarudza sei?: Sechikamu chehackathon, takaita rudzi rwechidzidzo chemuviri kuti tione kana zvaikwanisika kuunza kwete chete maficha, asi akazara-akazara ebhizinesi mamodeli akatenderedza chigadzirwa chedu chaicho. Uyezve, kuitira kuti vanhu vakwanise kuita prototype kuita izvi, mushure mezvose, pano - ini handidi kugumbura chero munhu - iyi haisi iyo nhanho yekugadzira inopenya LED paArduino (kunyangwe izvi zvichigona kuitwa nehunyanzvi) , hunyanzvi chaihwo hunodiwa pano: kuvandudzwa kwebackend uye frontend masisitimu, kunzwisisa kwemisimboti yekuvaka scalable Internet yezvinhu masisitimu.
Chii chawakawana semhedzisiro?: zvikwata zviviri zvakakurudzira mazano ebhizinesi akazara ebasa ravo: imwe yainyanya kutarisisa chikamu cheRussia, imwe pane yekune imwe nyika. Kureva kuti, mukupedzisira havana kungotaura kuti vakauya sei nechikumbiro, asi vakatouya kuzoita bhizinesi rakatenderedza Watts. Vakomana vacho vakatsanangura kuti vanoona sei kushandiswa kweWatts mumhando dzakasiyana-siyana dzebhizimisi, dzakapiwa nhamba, dzakaratidza kuti ndeapi matunhu ane matambudziko, ndeapi mitemo inogamuchirwa apo, yakatsanangura maitiro epasi rose: hazvifananidzi kuchera bitcoins, ifashoni kuchera kilowatts. Vakauya nemaune kune rimwe simba, iro rataida chaizvo. Icho chokwadi chekuti vatori vechikamu, nekuwedzera kune izvi, vakakwanisa kugadzira yekushanda tekinoroji mhinduro inoratidza kuti vanogona kuzvimiririra kutanga kutanga.
mhedziso huru: Pane zvikwata zvakagadzirira kutora Watts Battery sehwaro hwebhizinesi ravo modhi, kuigadzira, uye kuve vadyidzani / vafambidzani vekambani. Vamwe vavo vanotoziva nzira yekuziva MVP yezano rebhizinesi uye kushanda pairi kutanga, chimwe chinhu chiri kushaikwa kwese kwese muindasitiri nhasi. Vanhu havanzwisisi nguva yekumira, nguva yekusunungura mhinduro kumusika, kunyangwe kare, asi kushanda. Muchokwadi, nhanho yekukwenenzvera mhinduro kazhinji haipere, zvehunyanzvi mhinduro inoyambuka mutsara wekuoma kunzwisisa, inopinda mumusika yaremerwa, hazvichave pachena kuti zano rekutanga raive rei, chii chiri kutariswa nevatengi, ndeapi mamodeli ebhizinesi. inosanganisirwa. Sezvakaita mujee pamusoro peAkunin, uyo akanyora rimwe bhuku achisaina rakapfuura kune mumwe munhu. Asi pano zvakaitwa mune yayo yakachena chimiro: heino chati, heino counter, heino zviratidzo, heino fungidziro - ndizvo chete, hapana chimwe chinodiwa kuti umhanye. Neizvi, unogona kuenda kune investor uye ugamuchire mari yekutanga bhizinesi. Vakawana bharanzi iri vakabuda mugwara sevakakunda.
Zano remangwana: pane inotevera hackathon (tiri kuironga ), pamwe zvine musoro kuedza nehardware. Isu tine yedu yekuvandudza hardware (imwe yemabhenefiti eWatts), isu tinodzora zvizere kugadzirwa uye kuyedzwa kwezvese zvatinoita, asi isu hatina zviwanikwa zvakakwana kuti tiedze mamwe "hardware" hypotheses. Zvingave zvakanaka kwazvo kuti munharaunda yehurongwa uye yepasi-pamwero programmers uye hardware Developers kune avo vachatibatsira neizvi uye mune ramangwana vachava shamwari yedu munharaunda iyi.
vanhu
Pahackathon, taitarisira avo vanoda kuzviedza ivo pachavo mundima itsva (semuenzaniso, vakapedza kudzidza kuzvikoro zvakasiyana-siyana zvepurogiramu) pane avo vanonyanya kuita rudzi urwu rwekusimudzira. Asi zvakadaro, taitarisira kuti pamberi pehackathon vaizoita basa rekugadzirira shoma, verenga pamusoro pekuti kushandiswa kwesimba kunofanotaurwa sei muhuwandu uye mashandiro eInternet of Things systems. Kuti munhu wese auye kwete zvekunakidzwa chete, kutsvaga inonakidza data uye mabasa, asiwo nekunyudzwa kwekutanga munzvimbo yezvidzidzo. Kune chikamu chedu, isu tinonzwisisa kuti nekuda kweizvi zvinofanirwa kushambadza pachine nguva iyo iripo data, tsananguro yavo uye zvimwe chaizvo zvinodiwa zvemhedzisiro, kuburitsa API module, nezvimwe.
Wese munhu aive nechiyero chakafanana chetekinoroji, kuwedzera kana kubvisa zvimwechetezvo. Mukupesana nemamiriro ezvinhu aya, mwero wetsinhirano wakanga usiri chinhu chokupedzisira. Zvikwata zvinoverengeka hazvina kupfura nekuti zvaisakwanisa kuzvipatsanura munzvimbo dzebasa. Kwaivewo neaive aita budiriro yese, vamwe vese vaive mushishi kugadzirira mharidzo, vamwewo munhu aipihwa mabasa aaiita, zvichida kekutanga muhupenyu hwake.
Vazhinji vevatori vechikamu vaive vadiki, izvi hazvireve kuti pakanga pasina akasimba einjiniya ekudzidza muchina nevagadziri pakati pavo. Vazhinji vakauya vari zvikwata; pakanga pasina kana vanhu. Munhu wose akarota kukunda, mumwe munhu aida kuwana basa mune ramangwana, vanenge 20% vatowana imwe, ndinofunga kuti nhamba iyi ichakura.
Isu takanga tisina kukwana geeks dzehardware, asi isu tinovimba tichazvigadzirisa pane yechipiri hackathon.
Hackathon kufambira mberi
Sezvandanyora pamusoro, takanga tine vatori vechikamu kwemaawa akawanda e48 ehackathon uye, tichicherechedza kubudirira kwavo panzvimbo dzekutarisa, vakaedza kugadzirisa basa uye mamiriro ekugamuchira yekutanga, yekuongorora nzira kuitira kuti, kune rumwe rutivi, vatori vechikamu vaigona kuipedza munguva yasara, uye kune rumwe rutivi, yakanga iri yefariro kwatiri.
Kujekeswa kwekupedzisira kwebasa kwakaitwa pane imwe nzvimbo kutenderera kwekupedzisira cheki, neMugovera masikati (yekupedzisira yakarongerwa Svondo manheru). Isu takarerutsa zvese zvishoma: isu takabvisa chinodiwa chekuverengazve modhi pane nyowani data, tichisiya iyo data iyo zvikwata zvanga zvave kushanda nazvo. Kuenzanisa mametrics haasati atipa chero chinhu, vakange vatove nemhinduro dzakagadzirirwa zvichienderana nedheta iripo, uye nezuva rechipiri vakomana vakanga vatoneta. Naizvozvo, takasarudza kuvatambudza zvishoma.
Zvakadaro, vatatu kubva pavana vatori vechikamu havana kusvika kufainari. Rimwe boka rakatoona pakutanga kuti vainyanya kufarira track yevatinoshanda navo, imwe yacho, nguva isati yasvika, yakaziva kuti panguva yekugadziriswa vaive vasefa data rinodiwa pamberi penguva uye vakaramba kuburitsa basa ravo.
Chikwata che "21 (Wet Hair Effect)" chakatora chikamu mumakwara edu ese kusvika kumagumo. Ivo vaida kuvhara zvese kamwechete: kudzidza muchina, kusimudzira, kushandisa, uye webhusaiti. Kusvikira tavatyisidzira nekusiya panguva yekupedzisira, vakatenda kuti vari kuita zvese nenguva, kunyangwe vatove panzvimbo yechipiri zvaive pachena kuti nechinhu chikuru - kudzidza kwemichina - vaisakwanisa kufambira mberi zvakanyanya: kazhinji vakatsungirira. yechipiri bhuroka, asi aisagona kufanotaura kushandiswa kwemagetsi kwakanga kusina kugadzirira. Nekuda kweizvozvo, patakaona basa diki rekukodzera yekutanga, ivo vachiri kusarudza nzira yechipiri.
Fit-predict yaive neyakaenzanirana kuumbwa kwakagadzirirwa data analytics, saka vakakwanisa kukunda zvese. Zvaionekwa kuti vakomana vaifarira "kubata" data chaiyo yemaindasitiri. Vakabva vangoisa pfungwa pachinhu chikuru: kuongorora, kuchenesa iyo data, kubata nechero anomaly. Ichokwadi chokuti vakakwanisa kuvaka muenzaniso wekushanda panguva yehackathon kubudirira kukuru. Mukushanda kwekushanda, izvi zvinowanzotora mavhiki: apo iyo data iri kucheneswa, ivo vachiongorora mairi. Naizvozvo, zvirokwazvo tichashanda navo.
Muchikamu chechipiri (hutungamiri), taitarisira kuti munhu wose aite zvose muhafu yezuva uye auye kukumbira kuita kuti basa rive rakaoma. Mukuita, isu takanga tisina nguva yekupedzisa basa rekutanga. Takashanda paJS nePython, iyo inoratidza mamiriro azvino eindastiri.
Pano zvakare, zvigumisiro zvakawanikwa nezvikwata zvakanyatsorongeka umo kupatsanurwa kwevashandi kwakavakwa, zvaive pachena kuti ndiani aiita chii.
Chikwata chechitatu, FSociety, chakaita sechaive nemhinduro, asi pakupedzisira vakasarudza kusaratidza kusimukira kwavo, vakati ivo havana kuona kuti zvinoshanda. Tinoremekedza izvi uye hatina kuita nharo.
Akakunda aiva boka re "Strippers kubva kuBaku", iro rakakwanisa kuzvimisa pacharo, kwete kudzingirira "trinkets", asi kugadzira MVP isinganyari kuratidza uye iyo yakajeka kuti inogona kuwedzera kukudziridzwa uye kuenzaniswa. Takabva tangovaudza kuti taisanyanya kufarira mamwe mikana. Kana vachida kunyoreswa kuburikidza neQR kodhi, kuzivikanwa kwechiso, regai vatange vagadzira magirafu mukushandisa, vozotora zvavanoda.
Murwiyo urwu, "Bvudzi Rakanyorova" rakapinda mufainari nechivimbo, uye takakurukura kumwe kushanda pamwe navo uye "Hustlers." Takatosangana nevekupedzisira mugore idzva.
Ndinovimba kuti zvese zvinobudirira, uye isu tinotarisira kuona munhu wese pane yechipiri hackathon munaKurume!
Source: www.habr.com