Malunga nonyaka onesiqingatha odlulileyo, ndaqalisa ukuthatha inxaxheba kwii-hackathons. Ebudeni beli xesha, ndakwazi ukuba nenxaxheba kwiziganeko ezingaphezu kwama-20 zobukhulu obahlukahlukeneyo nemixholo eMoscow, eHelsinki, eBerlin, eMunich, eAmsterdam, eZurich naseParis. Kuyo yonke imisebenzi, ndabandakanyeka kuhlalutyo lwedatha kwifomu enye okanye enye. Ndiyathanda ukuza kwizixeko ezitsha, ukwenza oonxibelelwano abatsha, ukuza neengcamango ezintsha, ukuphumeza iingcamango ezindala ngexesha elifutshane kunye nokukhawuleza kwe-adrenaline ngexesha lokusebenza kunye nokubhengezwa kweziphumo.
Esi sithuba sesokuqala sezithuba ezintathu kwisihloko se-hackathons, apho ndiya kukuxelela ukuba yiyiphi i-hackathons kwaye kutheni kufuneka uqale ukuthatha inxaxheba kwii-hackathons. Isithuba sesibini siya kuba malunga necala elimnyama lale misitho - malunga nendlela abaququzeleli abazenza ngayo iimpazamo ngexesha lomsitho, kunye neyona nto bakhokelela kuyo. Isithuba sesithathu siya kuzinikela ekuphenduleni imibuzo malunga nezihloko ezinxulumene ne-hackathon.
Yintoni i-hackathon?
I-hackathon sisiganeko esibanjwe kwiintsuku ezininzi, injongo yayo kukusombulula ingxaki. Ngokwesiqhelo kukho iingxaki ezininzi kwi-hackathon, nganye iboniswe njengengoma eyahlukileyo. Inkampani exhasayo inikezela ngenkcazo yomsebenzi, iimethrikhi zokuphumelela (i-metrics ingaba yinto ehambelanayo njenge "novelty and creativity", okanye ingaba yinjongo - ukuchaneka kokuhlelwa kwi-deferred dataset) kunye nezixhobo zokufumana impumelelo (iinkampani ze-APIs, i-datasets, i-hardware) . Abathathi-nxaxheba kufuneka baqulunqe ingxaki, bacebise isisombululo, kwaye babonise iprototype yemveliso yabo ngexesha elimiselweyo. Ezona zisombululo zingcono zifumana amabhaso kwinkampani kunye nethuba lokuqhubela phambili nentsebenziswano.
Izigaba zeHackathon
Emva kokubhengezwa kwemisebenzi, abathathi-nxaxheba be-hackathon badibanisa ngamaqela: ngamnye "omnye" ufumana imakrofoni kwaye uthetha ngomsebenzi okhethiweyo, amava akhe, ingcamango kunye noluphi uhlobo lweengcali ezifuna ukuphunyezwa. Ngamanye amaxesha iqela linokuba ngumntu omnye okwaziyo ukugqiba wonke umsebenzi kwiprojekthi ngokuzimeleyo kwinqanaba eliphezulu. Oku kufanelekileyo kwi-hackathons ekuhlalutyweni kwedatha, kodwa ngokuqhelekileyo kunqatshelwe okanye kungafuneki kwiziganeko zemveliso - abaququzeleli bajolise ekuqhubeni phambili umsebenzi kwiprojekthi, kodwa sele sele kwinkampani; Iqela elibunjiweyo lineenzuzo ezininzi ngaphezu kwabathathi-nxaxheba abanqwenela ukuyila imveliso yodwa. Iqela elifanelekileyo lidla ngokuba ngabantu be-4 kwaye libandakanya: i-front-end, i-back-end, inzululwazi yedatha kunye nomntu wezoshishino. Ngendlela, ulwahlulo phakathi kwe-datascience kunye nee-hackathons zemveliso zilula kakhulu - ukuba kukho isethi yedatha eneemethrikhi ezicacileyo kunye nebhodi yabaphambili, okanye unokuphumelela ngekhowudi kwi-jupyter notebook - le yi-hackathon ye-datascience; yonke enye into - apho kufuneka wenze isicelo, iwebhusayithi okanye into encangathi - igrosari.
Ngokuqhelekileyo, umsebenzi kwiprojekthi uqala ngo-9pm ngoLwesihlanu, kwaye umhla wokugqibela yi-10 am ngeCawa. Ezinye zeli xesha kufuneka zichithe ulele (ukuhlala uphaphile kunye nekhowudi iresiphi yokusilela, ndiyijongile), nto leyo ethetha ukuba abathathi-nxaxheba abanalo ixesha elininzi lokuvelisa nantoni na esemgangathweni. Ukunceda abathathi-nxaxheba, abameli benkampani kunye nabacebisi bakhona kwisayithi.
Umsebenzi kwiprojekthi uqala ngonxibelelwano kunye nabameli benkampani, njengoko beqonda ngcono iinkcukacha zomsebenzi, iimethrikhi, kwaye kunokwenzeka ukuba baya kugweba umsebenzi wakho ekugqibeleni. Injongo yolu nxibelelwano kukuqonda ukuba zeziphi iindawo ezibaluleke kakhulu nalapho kufuneka ugxininise khona ingqalelo kunye nexesha lakho.
Kwi-hackathon enye, umsebenzi wawumiselwe ukwenza ukubuyisela kwi-dataset kunye nedatha ye-tabular kunye nemifanekiso kunye ne-metric ecacileyo - i-RMSE. Emva kokuba ndithethe nososayensi wedatha yenkampani, ndaqonda ukuba abafuni ukuhlehliswa, kodwa ukuhlelwa, kodwa umntu ovela kubaphathi wagqiba ekubeni kungcono ukuxazulula ingxaki ngale ndlela. Kwaye badinga ukuhlelwa kungekhona ukuze bafumane ukunyuka kweemetriki zemali, kodwa ukuze baqonde ukuba zeziphi iiparamitha ezibaluleke kakhulu xa usenza isigqibo kwaye emva koko usebenze ngesandla. Oko kukuthi, ingxaki yokuqala (ukuhlehla nge-RMSE) itshintshelwe kuhlelo; Ukubaluleka kovavanyo kuyatshintsha ukusuka ekuchanekeni okufunyenweyo ukuya ekukwazini ukuchaza umphumo. Oku, kwakhona, kuphelisa ithuba lokusebenzisa ukupakisha kunye ne-algorithms yebhokisi emnyama. Le ngxoxo yandisindisa ixesha elininzi kwaye yandisa amathuba am okuphumelela.
Emva kokuba uqonde into ekufuneka uyenzile, umsebenzi wangempela kwiprojekthi uqala. Kufuneka usete iindawo zokutshekisha - ixesha ekufuneka ugqitywe ngalo imisebenzi eyabelweyo; Endleleni, luluvo oluhle ukuqhubeka nokunxibelelana nabacebisi - abameli benkampani kunye neengcali zobugcisa - oku kuluncedo ekuhlengahlengiseni indlela yeprojekthi yakho. Ukujonga okutsha kwingxaki kunokucebisa isisombululo esinomdla.
Ekubeni inani elikhulu labaqalayo lithatha inxaxheba kwii-hackathons, yinto efanelekileyo kubaququzeleli ukubamba iintetho kunye neeklasi zenkosi. Ngokuqhelekileyo kukho iintetho ezintathu - malunga nendlela yokubonisa ingcamango yakho ngendlela yemveliso, isifundo kwizihloko zobugcisa (umzekelo, ekusebenziseni ii-API ezivulekileyo ekufundeni koomatshini, ukuze ungabhali intetho yakho2umbhalo iintsuku ezimbini, kodwa sebenzisa esele yenziwe), imfundiso yokuphosa (indlela yokubonisa imveliso yakho, indlela yokuwangawangisa iingalo zakho ngokuchanekileyo eqongeni ukuze abaphulaphuli bangakruquki). Kukho imisebenzi eyahlukeneyo yokuvuselela abathathi-nxaxheba-iseshoni ye-yoga, ibhola yetafile kunye ne-tennis, okanye umdlalo we-console.
NgeCawe kusasa kufuneka ubonise iziphumo zomsebenzi wakho kwijury. Kwii-hackathons ezilungileyo, yonke into iqala ngobuchwephesha bobugcisa- ingaba le nto uyibangayo iyasebenza ngokwenene? Injongo yale tshekhi kukukhupha amaqela anentetho emnandi kunye ne-buzzwords, kodwa ngaphandle kwemveliso, evela kubafana abenze into ethile. Ngelishwa, ubuchwephesha bezobugcisa abukho kuzo zonke i-hackathons, kwaye kukho iimeko xa iqela elinama-slides e-12 kunye ne-mindset "... i-blockchain, i-computing ye-quantum, kwaye ke i-AI iya kuyigqiba ... "iphumelele indawo yokuqala. Imizekelo enjalo ayiqhelekanga, kodwa ekubeni iyona nto ikhunjulwayo, abantu abaninzi bacinga ukuba umboniso olungileyo yi-99% yokunqoba kwi-hackathon. Inkcazo, ngendlela, ibaluleke ngokwenene, kodwa igalelo layo alikho ngaphezu kwe-30%.
Emva kwemidlalo yabathathi-nxaxheba, ijaji ithatha isigqibo sokuwonga abaphumeleleyo. Oku kugqiba inxalenye esemthethweni ye-hackathon.
Inkuthazo yokuthatha inxaxheba kwii-hackathons
Amava
Ngokubhekiselele kumava afunyenweyo, i-hackathon sisiganeko esikhethekileyo. Azikho iindawo ezininzi kwindalo apho unokuphumeza ingcamango ngaphandle kwento kwiintsuku ze-2 kwaye ufumane impendulo ngokukhawuleza kumsebenzi wakho. Ngexesha le-hackathon, ukucinga okubalulekileyo, izakhono zokusebenzisana, ukulawula ixesha, ukukwazi ukusebenza kwimeko enzima, ukukwazi ukubonisa iziphumo zomsebenzi wakho ngendlela eqondakalayo, izakhono zokubonisa kunye nezinye ezininzi ziphuculwe. Yiyo loo nto i-hackathons iyindawo entle kubantu abanolwazi lwethiyori abafuna ukufumana amava ehlabathi lokwenyani.
Amabhaso
Ngokuqhelekileyo, i-hackathon prize fund imalunga ne-1.5k - 10k ye-euro kwindawo yokuqala (eRashiya - i-100-300 lamawaka eeruble). Inzuzo elindelekileyo (ixabiso elilindelekileyo, i-EV) ekuthatheni inxaxheba ingabalwa kusetyenziswa ifomyula elula:
EV = Prize * WinRate + Future_Value - Costs
apho Prize - ubungakanani bebhaso (ukuze kube lula, siya kucinga ukuba kukho ibhaso elilodwa kuphela);
WinRate - amathuba okuphumelela (kwiqela eliqalayo eli xabiso liya kulinganiselwa kwi-10%, kwiqela elinamava ngakumbi - i-50% nangaphezulu; Ndidibene nabantu abashiye i-hackathon nganye ngebhaso, kodwa oku kuchasene nomthetho. kwaye ekuhambeni kwexesha ukuphumelela kwabo kuya kuba ngaphantsi kwe-100%);
Ixesha_Ixabiso - ixabiso elibonisa inzuzo yexesha elizayo ekuthatheni inxaxheba kwi-hackathon: oku kunokuba yinzuzo kumava afunyenweyo, uxhulumaniso olusekiweyo, ulwazi olufunyenweyo, njl. Eli xabiso phantse akunakwenzeka ukumisela ngokuchanekileyo, kodwa kufuneka likhunjulwe;
iindleko - iindleko zothutho, indawo yokuhlala, njl.
Isigqibo sokuthatha inxaxheba senziwa ngokusekelwe ekuthelekisweni kwe-EV ye-hackathon kunye ne-EV yomsebenzi ongathanda ukuwenza ukuba kwakungekho i-hackathon: ukuba ufuna ukulala embhedeni ngeveki kwaye ukhethe impumlo yakho, ke kuya kufuneka uthathe inxaxheba kwi-hackathon; ukuba uchitha ixesha kunye nabazali bakho okanye intombi, ke ubathathe kwiqela le-hackathon (nje udlala, uzenzele isigqibo), ukuba uzimele, thelekisa i-dollar-yure.
Ngokwezibalo zam, ndinokuthi eRashiya kwi-avareji yedatha yenzululwazi kwinqanaba elisezantsi-eliphakathi, ukuthatha inxaxheba kwi-hackathons kuhambelana nenzuzo yemali evela kwimini yokusebenza rhoqo, kodwa kukho ama-nuances (ubungakanani beqela, uhlobo. ye-hackathon, ingxowa-mali yebhaso, njl. njl.). Ngokubanzi, ii-hackathons ayisiyo i-bonanza okwangoku, kodwa inokubonelela ngokunyusa okuhle kuhlahlo lwabiwo-mali lwakho.
Ukuqeshwa kwenkampani kunye nokunxibelelana
Kwinkampani, i-hackathon yenye yeendlela zokuqesha abasebenzi abatsha. Kuya kuba lula kuwe ukuba ubonise ukuba ungumntu owaneleyo kwaye uyayazi indlela yokusebenza kwi-hackathon kunokuba kudliwano-ndlebe, ujikelezisa umthi webinary ebhodini (leyo, ngendlela, ayisoloko ihambelana nento oya kuyenza. yenza umsebenzi wangempela njengenzululwazi yedatha, kodwa izithethe kufuneka zihlonishwe). Uvavanyo olunjalo phantsi kweemeko "zokulwa" lungathatha indawo yosuku lovavanyo.
Ndifumene umsebenzi wam wokuqala enkosi kwi-hackathon. Kwi-hackathon, ndibonise ukuba imali eninzi inokucudiswa ngaphandle kwedatha, kwaye ndaxelela indlela endiya kuyenza ngayo le nto. Ndaqalisa iprojekthi kwi-hackathon, ndayiphumelela, emva koko ndaqhubeka neprojekthi kunye nenkampani exhasayo. Le yayiyi-hackathon yesine ebomini bam.
Ithuba lokufumana isethi yedatha eyodwa
Le ngongoma efanelekileyo kakhulu kwii-hackathons zesayensi yedatha, ukubaluleka kwayo kungekhona wonke umntu oyiqondayo. Ngokuqhelekileyo, iinkampani ezixhasayo zibonelela ngeeseti zedatha yangempela ngexesha lomsitho. Le datha iyimfihlo, iphantsi kwe-NDA, engasithinteli ekuboniseni ubungqina bengcamango kwi-dataset yangempela, kwaye kungekhona kwi-Titanic yokudlala. Kwixesha elizayo, ezo ziphumo ziya kunceda kakhulu xa ufaka isicelo somsebenzi kule nkampani okanye kwinkampani ekhuphisana nayo, okanye ekuthetheleleni iiprojekthi ezifanayo. Vuma ukuba, zonke ezinye izinto ziyalingana, ukugqiba iiprojekthi ezivavanywe kakuhle kungcono kunokuba ungabinazo. Ngokubanzi, iiprojekthi ezinjalo ezigqityiweyo zidlala indima efanayo kwiimbasa kunye namanqaku, kodwa kwishishini ixabiso labo libonakala ngakumbi.
Iingcebiso
Ngokubanzi, ukusebenza kwi-hackathon ngamava ahlukeneyo kwaye kunzima ukwenza uluhlu lwemithetho. Nangona kunjalo, apha ndingathanda ukunika uluhlu lwemigqaliselo olunokunceda umntu oqalayo:
- Ungoyiki ukuya kwi-hackathons nokuba awunawo amava okanye iqela. Cinga ngendlela onokuba luncedo ngayo. Umzekelo, mhlawumbi unombono onomdla okanye ngaba uyazi kakuhle kwindawo ethile? Ungasebenzisa ulwazi lwakho lwesizinda xa uqulunqa ingxaki kwaye ufumane izisombululo ezingeyomfuneko. Okanye mhlawumbi ungoyena ubalaseleyo kuGoogle? Isakhono sakho siya konga ixesha elininzi ukuba unokufumana ukuphunyezwa okwenziweyo kwi-Github. Okanye ulunge kakhulu ekulungiseni iiparamitha zelightgbm? Kule meko, musa ukuya kwi-hackathon, kodwa ubonakalise kukhuphiswano lwe-kagla.
- Amaqhinga abaluleke ngaphezu kobuchule. Injongo yakho kwi-hackathon kukusombulula ingxaki. Ngamanye amaxesha, ukusombulula ingxaki, kufuneka uyichonge. Khangela ukuba ingxaki yakho echongiweyo ifanelekile na kwinkampani. Jonga isisombululo sakho ngokuchasene nengxaki, zibuze ukuba isisombululo sakho sifanelekile na. Xa uvavanya isisombululo sakho, baya kuqala bajonge ukufaneleka kwengxaki kunye nokufaneleka kwesisombululo esicetywayo. Bambalwa abantu abanomdla kuyilo lwenethiwekhi ye-neural okanye zingaphi izandla ozifumeneyo.
- Yiya kwii-hackathons ezininzi kangangoko kunokwenzeka, kodwa ungabi nazintloni zokusuka kwimisitho engacwangciswanga kakuhle.
- Yongeza iziphumo zomsebenzi wakho kwi-hackathon kwi-resume yakho kwaye ungoyiki ukubhala ngayo esidlangalaleni.
Undoqo weehackathons. Ngokufutshane
umthombo: www.habr.com