NgoDisemba odlule, sibambe eyethu i-hackathon nezinye izinkampani eziyisithupha ze-Skolkovo. Ngaphandle kwabaxhasi bezinkampani noma noma yikuphi ukwesekwa kwangaphandle, siqoqe abahlanganyeli abangamakhulu amabili abavela emadolobheni angama-20 aseRussia ngemizamo yomphakathi ohlelayo. Ngezansi ngizokutshela ukuthi siphumelele kanjani, yiziphi izingibe esihlangabezane nazo endleleni, nokuthi kungani siqale ngokushesha ukubambisana nelinye lamaqembu awinile.
Isixhumi esibonakalayo sohlelo lokusebenza esilawula amamojula ebhethri le-Watts avela kwabaphume phambili bengoma, "Izinwele Ezimanzi"
Firm
Inkampani yethu i-Watts Battery idala iziteshi zamandla eziphathwayo ezijwayelekile. Umkhiqizo uyisiteshi samandla esiphathwayo esingu-46x36x11 cm, esikwazi ukuletha kusuka ku-1,5 kuya ku-15 kilowatts ngehora. Amamojula amane anjalo anganikeza ukusetshenziswa kwamandla kwendlu encane yezwe izinsuku ezimbili.
Nakuba siqale ukuthumela amasampula okukhiqiza ngonyaka odlule, ngawo wonke ama-akhawunti i-Watts Battery iyisiqalisi. Le nkampani yasungulwa ngo-2016 futhi kusukela ngawo lowo nyaka ibiyisakhamuzi se-Skolkovo Energy Efficient Technologies Cluster. Namuhla sinabasebenzi abangu-15 kanye nokusalela emuva okukhulu kwezinto esingathanda ukuzenza esikhathini esithile, kodwa okwamanje akukho. isikhathi salokho.
Lokhu kuhlanganisa nemisebenzi yesofthiwe kuphela. Kungani?
Umsebenzi oyinhloko wemojuli ukuhlinzeka amandla angaphazamiseki, alinganiselayo ngezindleko ezifanele. Uma uhlangabezana nokucisha kukagesi ngenxa yezizathu ezingaphezu kwamandla akho, kufanele uhlale unendawo ebekiwe ukuze unike amandla ngokugcwele umthwalo wenethiwekhi odingekayo phakathi nesikhathi sokunqamuka. Futhi lapho ukunikezwa kwamandla kukuhle, ungasebenzisa amandla elanga ukuze wonge imali.
Inketho elula kakhulu ukuthi ungakwazi ukushaja ibhethri elangeni emini futhi ulisebenzise kusihlwa, kodwa ngokuqondile ezingeni elidingekayo ukuze uma kwenzeka ukucima, ungashiywa ngaphandle kogesi. Ngakho-ke, awusoze wazithola usesimweni lapho unikeze amandla ukukhanya okuvela ebhethri ubusuku bonke (ngoba ishibhile), kodwa ebusuku ugesi waphuma futhi isiqandisi sakho siphelile.
Kuyacaca ukuthi umuntu akavamile ukubikezela ngokunemba okukhulu inani likagesi alidingayo, kodwa uhlelo oluhlome ngemodeli yokubikezela lungakwazi. Ngakho-ke, ukufunda ngomshini kanjalo kungenye yezindawo zethu ezibalulekile. Ukuthi nje okwamanje sigxile ekuthuthukisweni kwehadiwe futhi asikwazi ukwaba izinsiza ezanele kule misebenzi, okuyikhona okusilethe ku-Startup Hackathon.
Ukulungiselela, idatha, ingqalasizinda
Njengomphumela, sithathe amathrekhi amabili: ukuhlaziya idatha kanye nesistimu yokuphatha. Ngaphandle kweyethu bekukhona amanye amaculo ayisikhombisa aphuma kozakwethu.
Nakuba ifomethi ye-hackathon inganqunywanga, besicabanga ukudala "umkhathi wethu", ngohlelo lwamaphuzu: abahlanganyeli benza izinto ezithile ezibonakala zinzima futhi ezithakazelisayo kithi, bethola amaphuzu ngakho. Sasinemisebenzi eminingi. Kodwa njengoba sakha isakhiwo se-hackathon, abanye abahleli bacela ukuletha yonke into ngendlela efanayo, esakwenza.
Khona-ke sifika ohlelweni olulandelayo: abafana benza imodeli ngokusekelwe kwedatha yabo, bese bethola idatha yethu, imodeli eyayingakaze ibone ngaphambili, ifunda futhi iqala ukubikezela. Bekucatshangwa ukuthi konke lokhu kungenziwa emahoreni angu-48, kodwa kithi lena kwakuyi-hackathon yokuqala kudatha yethu, futhi kungenzeka ukuthi silinganisele ngokweqile izinsiza zesikhathi noma izinga lokulungela kwedatha. Kuma-hackathon okufunda komshini akhethekile, umugqa wesikhathi onjalo ubungaba yinjwayelo, kodwa okwethu bekungenjalo.
Sethula isofthiwe kanye nezingxenyekazi zekhompuyutha zemojuli ngangokunokwenzeka, futhi senza inguqulo yedivayisi yethu eqondiswe ngqo i-hackathon, ngesixhumi esibonakalayo esilula kakhulu nesiqondakalayo sangaphakathi esingasekelwa noma yimuphi unjiniyela.
Kuthrekhi esuselwe kusistimu yokulawula, bekukhona inketho yokwenza uhlelo lokusebenza lweselula. Ukuvimbela ababambiqhaza ekuphazamiseni ubuchopho babo mayelana nokuthi kufanele kubukeke kanjani futhi bachithe isikhathi esengeziwe, sibanikeze isakhiwo sohlelo lokusebenza, esingasindi kakhulu, ukuze labo abakufunayo bakwazi "ukwelula" imisebenzi abayidingayo kuso. . Ukukhuluma iqiniso, besingalindele noma yiziphi izinkinga zokuziphatha lapha, kodwa elinye lamaqembu likuthathe ngendlela yokuthi besikhawulela ukuhamba kwawo okuhle, besifuna ukuthola isisombululo esenziwe ngomumo mahhala, futhi singazihloli. ngokwenza. Base besuka.
Elinye iqembu lakhetha ukwenza isicelo esihluke ngokuphelele kusukela ekuqaleni, futhi konke kwaphumelela. Asizange sigcizelele ukuthi uhlelo lokusebenza lufane ncamashí nalolu, besidinga nje ukuthi luqukathe izakhi ezithile ezibonisa izinga lobuchwepheshe lesixazululo: amagrafu, izibalo, njll. Ukwakheka komklamo oqediwe nakho bekuyisu.
Njengoba ukuhlaziya imojula yebhethri ye-Watts ebukhoma ku-hackathon kuzodla isikhathi esiningi, sinikeze ababambiqhaza ucezu lwedatha oseluvele lwenziwe lwenyanga oluthathwe kumamojula wangempela wamakhasimende ethu (esawenza angaziwa kusengaphambili). Njengoba kwakunguJuni, kwakungekho lutho oluhlanganisa izinguquko zesizini ekuhlaziyeni. Kodwa esikhathini esizayo sizokwengeza idatha yangaphandle kubo, njengezici zesizini nezesimo sezulu (namuhla lokhu kuyizinga lemboni).
Asizange sifune ukudala okulindelwe okungenangqondo phakathi kwabahlanganyeli, ngakho-ke esimemezelweni se-hackathon sasho ngokuqondile: umsebenzi uzosondela ngangokunokwenzeka emsebenzini wensimu: idatha enomsindo, engcolile, okungekho muntu oyilungiselele ngokukhethekile. Kodwa lokhu futhi kwaba nohlangothi oluhle: ngomoya wokushesha, sasihlala sithintana nabahlanganyeli, futhi senza izinguquko ngokushesha emsebenzini nezimo zokwamukelwa (ngaphezulu kulokhu ngezansi).
Ngaphezu kwalokho, sinikeze ababambiqhaza ukufinyelela ku-Amazon AWS (ngokukhuthala kangangokuthi i-Amazon isivimbele indawo eyodwa, sizobona ukuthi senzeni ngakho). Lapho ungathumela ingqalasizinda ye-Inthanethi Yezinto futhi, ngokusekelwe ngisho nezifanekiso ezilula ze-Amazon, udale isisombululo esigcwele phakathi nosuku. Kodwa ekugcineni, wonke umuntu wazihambela ngendlela yakhe, enza yonke into eyedwa. Ngesikhathi esifanayo, abanye bakwazi ukuhlangabezana nomkhawulo wesikhathi, abanye abakwazanga. Iqembu elilodwa, i-Nubble, lisebenzise i-Yandex.cloud, othile wayiphakamisa ekusingatheni kwalo. Besikulungele ngisho ukunikeza izizinda (sinazo ezibhalisiwe), kodwa azizange zibe usizo.
Ukuze sinqume abawinile kuthrekhi yokuhlaziya, sihlele ukuqhathanisa imiphumela, esilungiselele yona amamethrikhi ezinombolo. Kodwa ekugcineni kwakungadingekile ukwenza lokhu, ngoba ngenxa yezizathu ezihlukahlukene abahlanganyeli abathathu kwabane abazange bafinyelele kowamanqamu.
Ngokuqondene nengqalasizinda yasendlini, i-Skolkovo Technopark yasiza lapha ngokusinikeza (mahhala) elinye lamakamelo ayo athambile anodonga lwevidiyo lwezethulo kanye namakamelo ambalwa amancane endawo yokungcebeleka kanye nokuhlela ukudla.
Ama-Analytics
Inhloso: isistimu yokuzifundela yona ekhomba okudidayo ekusetshenzisweni nasekusebenzeni kwemojula ngokusekelwe kudatha yokulawula. Sigcine ngamabomu amagama ajwayelekile ngangokunokwenzeka ukuze ababambiqhaza basebenzisane nathi ukuze bacabange ngokuthi yini engenziwa ngokusekelwe kudatha etholakalayo.
Ukucaciswa: Okuyinkimbinkimbi kakhulu kwamathrekhi amabili. Idatha yezimboni inomehluko othile kudatha yezinhlelo ezivaliwe (isibonelo, ukumaketha kwedijithali). Lapha udinga ukuqonda isimo somzimba samapharamitha ozama ukuwahlaziya; ukubheka yonke into njengochungechunge lwezinombolo ezingabonakali ngeke kusebenze. Isibonelo, ukusatshalaliswa kokusetshenziswa kukagesi usuku lonke. Kufana nemikhuba: i-razor kagesi ivuliwe ekuseni phakathi nezinsuku, futhi i-mixer ivuliwe ngezimpelasonto. Khona-ke ingqikithi ye-anomalies ngokwayo. Futhi ungakhohlwa ukuthi ibhethri ye-Watts ihloselwe ukusetshenziswa komuntu siqu, ngakho-ke iklayenti ngalinye lizoba nemikhuba yalo, futhi imodeli eyodwa yendawo yonke ngeke isebenze. Ukuthola okudidayo okwaziwayo kudatha akuwona ngisho umsebenzi; ukudala isistimu esesha ngokuzenzakalelayo okudidayo okungalebuli kungenye indaba. Phela, noma yini ingaba i-anomaly, kuhlanganise nesici somuntu esicashile. Isibonelo, kudatha yethu yokuhlola kube nesimo lapho isistimu iphoqelelwe ngumsebenzisi kumodi yebhethri. Ngaphandle kwanoma yisiphi isizathu, abasebenzisi ngezinye izikhathi benza lokhu (ngizokwenza ukubhuka ukuthi lo msebenzisi usihlolela imojuli futhi kungenxa yalesi sizathu ukuthi uyakwazi ukufinyelela ukulawula amamodi mathupha; kwabanye abasebenzisi ukulawula kuzenzakalela ngokuphelele). Njengoba kulula ukubikezela, esimweni esinjalo ibhethri likhishwa ngokuzikhandla, futhi uma umthwalo mkhulu, ukushaja kuzophela ngaphambi kokuba ilanga liphume noma omunye umthombo wamandla uvele. Ezimweni ezinjalo, silindele ukubona uhlobo oluthile lwesaziso sokuthi indlela yokuziphatha yesistimu ichezukile kwejwayelekile. Noma umuntu wahamba wakhohlwa ukucisha i-oven. Uhlelo lubona ukuthi ngokuvamile ngalesi sikhathi sosuku ukusetshenziswa kwama-watts angu-500, kodwa namuhla - izinkulungwane ezingu-3,5 - i-anomaly! NjengoDenis Matsuev endizeni: “Angiqondi lutho ngezinjini zezindiza, kodwa endleleni eya khona injini yezwakala ngokwehlukile.”
Igrafu yemodeli yokubikezela kunethiwekhi ye-opensource neural Yandex CatBoost
Idingani ngempela inkampani?: uhlelo lokuzihlola ngaphakathi kwedivayisi, ukuhlaziya okubikezelayo, okuhlanganisa ngaphandle kwengqalasizinda yenethiwekhi (njengoba kubonisa umkhuba, akuwona wonke amaklayenti ethu ajahile ukuxhuma amabhethri ku-inthanethi - kwabaningi, kwanele ukuthi yonke into isebenze ngokuthembekile), ukuhlonza okudidayo, imvelo esingakayazi , uhlelo lokuzifundela ngaphandle kothisha, ukuhlanganisa, amanethiwekhi emizwa kanye nayo yonke i-arsenal yezindlela zokuhlaziya zesimanje. Kufanele sikuqonde ukuthi uhlelo lwaqala ukuziphatha ngendlela ehlukile, noma singazi ukuthi yini ngempela eshintshile. Ku-hackathon ngokwayo, kwakubaluleke kakhulu kithi ukubona ukuthi kukhona abafana abalungele ukungena ku-analytics yezimboni noma kakade bekhona, futhi bafuna izindawo ezintsha zokusebenzisa amakhono abo. Ekuqaleni ngamangala ukuthi babebaningi ababefake izicelo: ngemva kwakho konke, lokhu kuyisiphuzo esikhethekile, kodwa kancane kancane bonke ngaphandle koyedwa wabahlanganyeli abane baphuma, ngakho ngezinga elithile konke kwangena endaweni.
Kungani kungenzeki kulesi sigaba?: Inkinga enkulu ngemisebenzi yokumba idatha akuyona idatha eyanele. Kunamadivayisi ambalwa webhethri lama-Watts asebenzayo emhlabeni jikelele namuhla, kodwa amaningi awo awaxhunyiwe kunethiwekhi, ngakho-ke idatha yethu ayikahluka kakhulu. Asizange sihlanganise okudidayo okubili - futhi lokho kwenzeke kuma-prototypes; Ibhethri le-Watts yezimboni lisebenza ngokuzinza. Ukube besinonjiniyela wokufunda womshini wangaphakathi, futhi besazi - yebo, lokhu kungakhinyabezwa ngaphandle kwale datha, kodwa sifuna ukuthola ikhwalithi engcono yokubikezela - kungaba indaba eyodwa. Kodwa kuze kube manje asenzanga lutho ngale datha. Ngaphezu kwalokho, lokhu kuzodinga ukucwiliswa okujulile kwabahlanganyeli ekucacisweni kokusebenza komkhiqizo wethu; usuku nengxenye alwanele kulokhu.
Unqume kanjani?: Abazange bawumise ngokushesha umsebenzi wokugcina. Kunalokho, phakathi nawo wonke amahora angu-48, sasixoxisana nabahlanganyeli, sithola ngokushesha ukuthi yini ababekwazi ukuyithola nabangakwazi. Ngokusekelwe kulokhu, ngomoya wokuvumelana, umsebenzi waphothulwa.
Utholeni ngenxa yalokho?: abawine ithrekhi bakwazile ukuhlanza idatha (ngasikhathi sinye bathole "izici" zokubala ezinye imingcele thina ngokwethu esingazange siziqaphele ngaphambilini, njengoba singasebenzisanga enye idatha ukuxazulula izinkinga zethu) , gqamisa ukuchezuka ekuziphatheni okulindelekile kwamamojula ebhethri ye-Watts, futhi usethe imodeli ebikezelayo ekwazi ukubikezela ukusetshenziswa kwamandla ngezinga eliphezulu lokunemba. Yebo, lesi yisigaba esingenzeka kuphela sokuthuthukisa isixazululo sezimboni; khona-ke kuzodingeka amasonto omsebenzi wobuchwepheshe onzima, kodwa ngisho nalesi sibonelo, esakhiwe ngokuqondile ngesikhathi se-hackathon, singakha isisekelo sesixazululo sangempela sezimboni, esingavamile.
isiphetho esikhulu: Ngokusekelwe kudatha esinayo, kungenzeka ukusetha izibalo zokubikezela, sicabangele lokhu, kodwa sasingenazo izinsiza zokuhlola. Abahlanganyeli be-hackathon bahlole futhi baqinisekisa umbono wethu, futhi sizoqhubeka nokusebenza nabaphumelele ithrekhi kulo msebenzi.
Igrafu yemodeli yokubikezela kunethiwekhi ye-opensource neural Facebook Prophet
Iseluleko ngekusasa: lapho udweba umsebenzi, udinga ukubheka umgwaqo wakho wokukhiqiza kuphela, kodwa futhi nentshisekelo yabahlanganyeli. Njengoba i-hackathon yethu ingenayo imiklomelo yemali, sidlala ngelukuluku lemvelo lososayensi bedatha kanye nesifiso sokuxazulula izinkinga ezintsha, ezithakazelisayo lapho kungekho muntu ongakabonisi lutho noma lapho angazibonakalisa khona kangcono kunemiphumela ekhona. Uma ngokushesha ucabangela isici sesithakazelo, ngeke kudingeke ukuthi uguqule ukugxila kwakho endleleni.
Ukubusa
Inhloso: (uhlelo lokusebenza) oluphethe inethiwekhi yamamojula ebhethri ye-Watts, ene-akhawunti yomuntu siqu, ukugcinwa kwedatha emafini, nokuqapha isimo.
Ukucaciswa: kule threkhi besingafuni isixazululo esisha sobuchwepheshe; thina, kunjalo, sine interface yethu yabathengi. Simkhethele i-hackathon ukuze abonise amakhono esistimu yethu, sizicwilise kuwo, futhi sihlole ukuthi umphakathi unentshisekelo yini esihlokweni sokuthuthukiswa kwamasistimu ahlakaniphile namanye amandla. Sibeke uhlelo lokusebenza leselula njengenketho; ungakwenza noma ungakwenzi ngokubona kwakho. Kodwa ngokubona kwethu, kubonisa kahle ukuthi abantu bakwazi kanjani ukuhlela ukugcinwa kwedatha efwini, nokufinyelela okuvela emithonjeni eminingana ehlukene ngesikhathi esisodwa.
Idingani ngempela inkampani?: umphakathi wabathuthukisi ozoqhamuka nemibono yebhizinisi, uhlole imibono bese udala amathuluzi okusebenza ukuze usetshenziswe.
Kungani kungenzeki kulesi sigaba?: Umthamo wemakethe usemncane kakhulu ekwakhiweni kwemvelo komphakathi onjalo.
Unqume kanjani?: Njengengxenye ye-hackathon, senze uhlobo oluthile locwaningo lomzimba ukuze sibone ukuthi kungenzeka yini ukuqhamuka nezici, kodwa amamodeli ebhizinisi agcwele ngokugcwele azungeze umkhiqizo wethu othize. Ngaphezu kwalokho, ukuze abantu abakwazi ukusebenzisa i-prototype ukwenza lokhu, phela, lapha - angifuni ukucasula noma ubani - leli akulona izinga lokuhlela i-LED ecwayizayo ku-Arduino (yize lokhu kungenziwa ngezinto ezintsha) , kunamakhono athile ayadingeka lapha: ukuthuthukiswa kwezinhlelo ezingemuva nezingaphambili, ukuqonda izimiso zokwakha amasistimu we-inthanethi Wezinto angalawuleki.
Utholeni ngenxa yalokho?: amaqembu amabili ahlongoze imibono yebhizinisi egcwele ngomsebenzi wawo: elinye ligxile kakhulu engxenyeni yesiRashiya, elinye kwelangaphandle. Okusho ukuthi, ekugcineni abashongo nje ukuthi baqhamuke kanjani nesicelo, kodwa empeleni beza ukuzokwenza ibhizinisi kuma-Watts. Laba bafana bachaza indlela ababona ngayo ukusetshenziswa kwama-Watts kumamodeli ebhizinisi amaningana, izibalo ezinikeziwe, zibonise ukuthi yiziphi izifunda ezinezinkinga, yimiphi imithetho eyamukelwa lapho, ichaze umkhuba womhlaba wonke: akuyona imfashini ukumba ama-bitcoins, kuyimfashini ukumba ama-kilowatts. Beza ngamabomu kwamanye amandla, ebesikuthanda kakhulu. Iqiniso lokuthi abahlanganyeli, ngaphezu kwalokhu, bakwazi ukudala isisombululo sobuchwepheshe esisebenzayo liphakamisa ukuthi bangakwazi ukuzimela ngokuzimela ukuqalisa.
isiphetho esikhulu: Kunamaqembu alungele ukuthatha i-Watts Battery njengesisekelo semodeli yebhizinisi lawo, ayithuthukise, futhi abe ozakwethu/abangane benkampani. Abanye babo bazi ngisho nokuhlonza i-MVP yombono webhizinisi futhi basebenze kuwo kuqala, into engekho yonke indawo embonini namuhla. Abantu abaqondi ukuthi kufanele bayeke nini, nini ukukhulula isisombululo emakethe, noma kusenesikhathi, kodwa bayasebenza. Eqinisweni, isigaba sokupholisha ikhambi ngokuvamile asipheli, ngokobuchwepheshe isisombululo seqa umugqa wobunzima obunengqondo, singena emakethe sithwele kanzima, akusacaci ukuthi wawuyini umbono wasekuqaleni, ukuthi kuyini ukuqondiswa kwamakhasimende, yiziphi izinhlobo zebhizinisi. kuhlanganisiwe. Njengasehlaya ngo-Akunin, owabhala enye incwadi ngenkathi esayinela eyedlule. Kepha lapha kwenziwa ngendlela emsulwa kakhulu: nali ishadi, nali ikhawunta, nazi izinkomba, nasi isibikezelo - yilokho kuphela, akukho okunye okudingekayo ukuze kusetshenziswe. Ngalokhu, ungaya kumtshali-zimali uthole imali yokuqala ibhizinisi. Abathole le bhalansi baphume emzileni njengabawinile.
Iseluleko ngekusasa: ku-hackathon elandelayo (siyayihlela ), mhlawumbe kunengqondo ukuzama ihadiwe. Sinokuthuthukiswa kwehadiwe yethu (enye yezinzuzo zama-Watts), silawula ngokugcwele ukukhiqizwa nokuhlolwa kwakho konke esikwenzayo, kodwa asinazo izinsiza ezanele zokuhlola ezinye ze-hypotheses "ze-hardware". Kungase kube kahle ukuthi emphakathini wesistimu kanye nabahleli bezinhlelo ezisezingeni eliphansi nabathuthukisi behadiwe kukhona labo abazosisiza ngalokhu futhi esikhathini esizayo bazoba umlingani wethu kule ndawo.
Abantu
Ku-hackathon, besilindele labo abafuna ukuzizama emkhakheni omusha (isibonelo, abaphothule ezikoleni ezihlukahlukene zokuhlela) kunalabo abasebenza ngokukhethekile kulolu hlobo lwentuthuko. Kodwa noma kunjalo, besilindele ukuthi ngaphambi kwe-hackathon bazokwenza umsebenzi wokulungiselela omncane, bafunde ngokuthi ukusetshenziswa kwamandla kubikezelwa kanjani ngokujwayelekile kanye nokuthi izinhlelo ze-inthanethi Yezinto zisebenza kanjani. Ukuze wonke umuntu angezi nje ezokuzijabulisa, efuna idatha ethakazelisayo nemisebenzi, kodwa futhi nokucwiliswa kokuqala endaweni yesifundo. Ngokwengxenye yethu, siyaqonda ukuthi ngenxa yalokhu kuyadingeka ukushicilela kusengaphambili idatha etholakalayo, incazelo yabo kanye nezidingo ezinembe kakhudlwana zomphumela, ukushicilela amamojula we-API, njll.
Wonke umuntu ubenezinga elifanayo lobuchwepheshe, kanye noma susa amakhono afanayo. Ngokumelene nalesi sizinda, izinga lokuzwana lalingesona isici sokugcina. Idlanzana lamaqembu alizange lidubule ngenxa yokuthi lalingakwazi ukuhlukana kahle ezindaweni zokusebenza. Kuphinde kube khona lapho umuntu oyedwa enze yonke intuthuko, abanye bebematasa belungisa isethulo, kwabanye umuntu wanikwa imisebenzi abeyenza, mhlawumbe ubeqala ngqa empilweni yakhe.
Iningi labahlanganyeli lalibancane, lokhu akusho ukuthi babengekho onjiniyela abaqinile bokufunda ngomshini nabathuthukisi phakathi kwabo. Abaningi beza ngamaqembu; cishe babengekho abantu. Wonke umuntu wayephupha ngokuwina, othile wayefuna ukuthola umsebenzi esikhathini esizayo, cishe i-20% isivele ithole eyodwa, ngicabanga ukuthi lesi sibalo sizokhula.
Besingenawo ama-hardware geek anele, kodwa sithemba ukuthi sizokukhokhela ku-hackathon yesibili.
Inqubekelaphambili ye-Hackathon
Njengoba ngibhale ngenhla, besinababambiqhaza amahora amaningi we-48 we-hackathon futhi, sibheka impumelelo yabo ezindaweni zokuhlola, sazama ukulungisa umsebenzi nezimo zokwamukela ithrekhi yokuqala, yokuhlaziya ukuze, ngakolunye uhlangothi, abahlanganyeli bebengakwazi ukukuqeda ngesikhathi esisele, futhi ngakolunye uhlangothi, bekuthakazelisa kithi.
Ukucaciswa kokugcina komsebenzi kwenziwa ndawana thize endaweni yokugcina yokuhlola, ngoMgqibelo ntambama (owamanqamu wawuhlelelwe ngeSonto kusihlwa). Senze yonke into yaba lula nakakhulu: sisuse imfuneko yokubala kabusha imodeli kudatha entsha, sishiya idatha amaqembu abesevele esebenza ngayo. Ukuqhathanisa amamethrikhi kwakungasasiniki lutho, kakade base benemiphumela eyenziwe ngomumo ngokusekelwe kudatha etholakalayo, futhi ngosuku lwesibili abafana base bekhathele kakade. Ngakho-ke, sanquma ukubahlukumeza kancane.
Nokho, abathathu kwabane ababambiqhaza abafikanga kowamanqamu. Iqembu elilodwa selivele laqaphela ekuqaleni ukuthi banesithakazelo kakhulu kumkhondo wozakwethu, elinye, ngaphambi nje kokugcina, laqaphela ukuthi ngesikhathi sokucubungula babehlunge idatha edingekayo ngaphambi kwesikhathi futhi benqaba ukwethula umsebenzi wabo.
Ithimba le-“21 (Wet Hair Effect)” libambe iqhaza kuwo womabili amathrekhi ethu kwaze kwaba sekupheleni. Babefuna ukumboza yonke into ngesikhathi esisodwa: ukufunda ngomshini, ukuthuthukiswa, uhlelo lokusebenza, kanye newebhusayithi. Kuze kube yilapho sibasongela ngokuhoxa ngomzuzu wokugcina, babekholelwa ukuthi benza konke ngesikhathi, nakuba kakade endaweni yokuhlola yesibili kwakusobala ukuthi into eyinhloko - ukufunda ngomshini - babengakwazi ukwenza inqubekelaphambili ebalulekile: ngokuvamile babhekana nayo. block yesibili, kodwa akakwazanga ukubikezela ukusetshenziswa ugesi babengakalungi. Ngenxa yalokho, lapho sinquma umsebenzi omncane wokufanelekela owokuqala, basakhetha ithrekhi yesibili.
I-Fit-predict yayinokwakheka okunokulinganisela okwenzelwe ukuhlaziya idatha, ngakho-ke ikwazile ukunqoba yonke into. Kwaphawuleka ukuthi abafana babenesithakazelo "ekuthinteni" idatha yangempela yezimboni. Ngokushesha bagxila entweni eyinhloko: ukuhlaziya, ukuhlanza idatha, ukubhekana nakho konke okungahambi kahle. Iqiniso lokuthi bakwazi ukwakha imodeli yokusebenza ngesikhathi se-hackathon yimpumelelo enkulu. Ekuqeqesheni ukusebenza, lokhu kuvame ukuthatha amasonto: ngenkathi idatha ihlanzwa, ngenkathi becubungula kuyo. Ngakho-ke, sizosebenza nabo nakanjani.
Engomeni yesibili (abaphathi), besilindele ukuthi wonke umuntu enze konke ngesigamu sosuku futhi eze acele ukwenza umsebenzi ube nzima kakhulu. Empeleni, sasingenaso isikhathi sokuqeda umsebenzi oyisisekelo. Sisebenze ku-JS nePython, ekhombisa isimo samanje semboni.
Nalapha futhi imiphumela itholwe ngamathimba asebenzisana kahle okwakhiwe kuwo ukuhlukana kwabasebenzi, kwacaca ukuthi ubani owenzani.
Iqembu lesithathu, iFSociety, bekubonakala sengathi linaso isixazululo, kodwa ekugcineni banquma ukungakhombisi ukuthuthuka kwabo, bathi abakubonanga ukusebenza. Siyakuhlonipha lokhu futhi asizange sixabane.
Ophumelele kwakuyiqembu elithi "Strippers from Baku", elakwazi ukuzimisa, hhayi ukujaha "ama-trinkets", kodwa ukudala i-MVP engenamahloni ukukhombisa futhi okucacile ukuthi ingathuthukiswa futhi ilinganiswe. Ngokushesha sabatshela ukuthi sasingenasithakazelo kakhulu emathubeni engeziwe. Uma befuna ukubhaliswa ngekhodi ye-QR, ukuqashelwa kobuso, bavumele baqale benze amagrafu kuhlelo lokusebenza, bese bethatha ongakhetha kukho.
Kule ngoma, “Izinwele Ezimanzi” zingene kowamanqamu ngokuzethemba, futhi saxoxa ngokuqhubekayo ngokubambisana nabo kanye nethi “Hustlers.” Sesivele sahlangana nabakamuva onyakeni omusha.
Ngithemba ukuthi konke kuzosebenza, futhi sibheke phambili ekuboneni wonke umuntu ku-hackathon yesibili ngoMashi!
Source: www.habr.com