{"id":33614,"date":"2019-10-31T21:53:45","date_gmt":"2019-10-31T18:53:45","guid":{"rendered":"https:\/\/prohoster.info\/blog\/pochemu-vam-stoit-uchastvovat-v-hakatonah\/"},"modified":"2019-10-31T21:53:45","modified_gmt":"2019-10-31T18:53:45","slug":"pochemu-vam-stoit-uchastvovat-v-hakatonah","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/novosti-interneta\/pochemu-vam-stoit-uchastvovat-v-hakatonah","title":{"rendered":"Pse duhet t\u00eb merrni pjes\u00eb n\u00eb hackathon-e","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p><img decoding=\"async\" alt=\"Pse duhet t\u00eb merrni pjes\u00eb n\u00eb hackathon-e\" src=\"\/wp-content\/uploads\/2019\/05\/f90812f908c29e051c0513f33ff5aa2f.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nRreth nj\u00eb vit e gjysm\u00eb m\u00eb par\u00eb fillova t\u00eb marr pjes\u00eb n\u00eb hackathona. N\u00eb k\u00ebt\u00eb periudh\u00eb kam marr\u00eb pjes\u00eb n\u00eb m\u00eb shum\u00eb se 20 aktivitete t\u00eb ndryshme n\u00eb Mosk\u00eb, Helsinki, Berlin, Mynih, Amsterdam, Zyrih dhe Paris. N\u00eb t\u00eb gjitha k\u00ebto aktivitete kam qen\u00eb i angazhuar n\u00eb analiz\u00ebn e t\u00eb dh\u00ebnave n\u00eb nj\u00eb form\u00eb apo nj\u00eb tjet\u00ebr. M\u00eb p\u00eblqen t\u00eb vizitoj qytete t\u00eb reja, t\u00eb krijoj kontakte t\u00eb reja, t\u00eb shpik ide t\u00eb fresk\u00ebta, t\u00eb realizoj projekte t\u00eb vjetra brenda nj\u00eb kohe t\u00eb shkurt\u00ebr dhe t\u00eb ndjej adrenalin\u00eb gjat\u00eb prezantimit dhe shpalljes s\u00eb rezultateve. <\/p>\n<p>Ky postim \u00ebsht\u00eb i pari nga tre postime mbi tem\u00ebn e hackathon-eve, ku do t\u00eb flas p\u00ebr se \u00e7far\u00eb jan\u00eb hackathon-et dhe pse duhet t\u00eb filloni t\u00eb merrni pjes\u00eb n\u00eb to. Postimi i dyt\u00eb do t\u00eb merret me an\u00ebn e err\u00ebt t\u00eb k\u00ebtyre aktiviteteve - p\u00ebr gabimet e organizator\u00ebve dhe pasojat e tyre. Postimi i tret\u00eb do t'i p\u00ebrgjigjet pyetjeve n\u00eb lidhje me tematik\u00ebn p\u00ebrreth hackathon-eve. <br \/>\n<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<h3>\u00c7far\u00eb \u00ebsht\u00eb hackathon?<\/h3>\n<p>\nHackathon-i \u00ebsht\u00eb nj\u00eb aktivitet i zhvilluar p\u00ebr disa dit\u00eb, me q\u00ebllimin p\u00ebr t\u00eb zgjidhur ndonj\u00eb problem. Zakonisht ka disa probleme t\u00eb propozuara, secila p\u00ebrfaq\u00ebsohet n\u00eb form\u00ebn e nj\u00eb rrug\u00eb t\u00eb ve\u00e7ant\u00eb. Kompania sponzore ofron p\u00ebrshkrimin e problemit, metrikat e suksesit (metrikat mund t\u00eb jen\u00eb subjektive si \"noviteti dhe krijimtaria\", ose objektive - sakt\u00ebsia e klasifikimit n\u00eb nj\u00eb dataset t\u00eb rezervuar) dhe burimet p\u00ebr t\u00eb arritur suksesin (API t\u00eb kompanis\u00eb, dataset-e, \"hardware\"). Pjes\u00ebmarr\u00ebsit, brenda nj\u00eb kohe t\u00eb caktuar, duhet t\u00eb formullojn\u00eb problemin, t\u00eb ofrojn\u00eb nj\u00eb zgjidhje dhe t\u00eb demonstrojn\u00eb nj\u00eb prototip t\u00eb produktit t\u00eb tyre. Zgjidhjet m\u00eb t\u00eb mira fitojn\u00eb \u00e7mime nga kompania dhe mund\u00ebsin\u00eb e bashk\u00ebpunimit t\u00eb m\u00ebtejsh\u00ebm. <\/p>\n<h3>Fazet e hackathon-it<\/h3>\n<p>\nPas shpalljes s\u00eb detyrave, pjes\u00ebmarr\u00ebsit e hackathon-it bashkohen n\u00eb ekipe: \u00e7do \"individual\" merr mikrofonin dhe flet p\u00ebr detyr\u00ebn e zgjedhur, p\u00ebrvoj\u00ebn e tij, iden\u00eb dhe specialist\u00ebt q\u00eb i nevojiten p\u00ebr realizim. Ndonj\u00ebher\u00eb ekipi mund t\u00eb p\u00ebrb\u00ebhet nga nj\u00eb person i vet\u00ebm q\u00eb mund t\u00eb realizoj\u00eb t\u00eb gjith\u00eb pun\u00ebn mbi projektin n\u00eb nj\u00eb nivel t\u00eb lart\u00eb. Kjo \u00ebsht\u00eb e r\u00ebnd\u00ebsishme p\u00ebr hackathon-et e analiz\u00ebs s\u00eb t\u00eb dh\u00ebnave, por shpesh \u00ebsht\u00eb e ndaluar ose e pad\u00ebshiruar p\u00ebr ngjarjet produktive - organizator\u00ebt synojn\u00eb q\u00eb punimi mbi projektin t\u00eb vazhdoj\u00eb, por tashm\u00eb n\u00eb kompani; ekipi i formuar ka disa avantazhe n\u00eb krahasim me ata q\u00eb duan t\u00eb krijojn\u00eb produktin vet\u00ebm. Nj\u00eb ekip optimal zakonisht p\u00ebrb\u00ebhet nga 4 persona dhe p\u00ebrfshin: frontend, backend, data scientist dhe nj\u00eb person biznesi. Meqen\u00ebse ndarja midis hackathon-eve t\u00eb datave dhe atyre produktive \u00ebsht\u00eb mjaft e qart\u00eb - n\u00ebse ka nj\u00eb dataset me metrik\u00eb t\u00eb sakt\u00eb dhe nj\u00eb leaderboard ose mund t\u00eb fitosh me kodin n\u00eb jupyter notebook - kjo \u00ebsht\u00eb nj\u00eb hackathon e analiz\u00ebs s\u00eb t\u00eb dh\u00ebnave; gjith\u00e7ka tjet\u00ebr - ku nevojitet t\u00eb b\u00ebhet nj\u00eb aplikacion, nj\u00eb faqe interneti ose di\u00e7ka t\u00ebrheq\u00ebse - \u00ebsht\u00eb produktive. <\/p>\n<p>Zakoni i pun\u00ebs mbi projektin fillon n\u00eb or\u00ebn 9 t\u00eb s\u00eb premtes, nd\u00ebrsa afati \u00ebsht\u00eb n\u00eb or\u00ebn 10 t\u00eb s\u00eb diel\u00ebs. Nj\u00eb pjes\u00eb e k\u00ebsaj kohe duhet \u00eb dedikohet p\u00ebr gjum\u00eb (t\u00eb mos flini dhe t\u00eb kodoni - kjo \u00ebsht\u00eb nj\u00eb rrug\u00eb e sigurt p\u00ebr d\u00ebshtim, e kam provuar), dhe kjo do t\u00eb thot\u00eb q\u00eb pjes\u00ebmarr\u00ebsit nuk kan\u00eb shum\u00eb koh\u00eb p\u00ebr t\u00eb b\u00ebr\u00eb di\u00e7ka cil\u00ebsore. P\u00ebr t\u00eb ndihmuar pjes\u00ebmarr\u00ebsit, n\u00eb vend jan\u00eb p\u00ebrfaq\u00ebsues t\u00eb kompanis\u00eb dhe mentor\u00eb. <\/p>\n<p>Puna mbi projektin fillon me komunikimin me p\u00ebrfaq\u00ebsuesit e kompanis\u00eb, pasi ata e kuptojn\u00eb m\u00eb mir\u00eb specifikimin e detyr\u00ebs, metrikat dhe me siguri ata do t\u00eb gjykojn\u00eb pun\u00ebn tuaj n\u00eb fund. Q\u00ebllimi i k\u00ebtij komunikimi \u00ebsht\u00eb t\u00eb kuptohet cilat drejtime jan\u00eb m\u00eb t\u00eb r\u00ebnd\u00ebsishme dhe p\u00ebr \u00e7far\u00eb duhet q\u00eb t'i p\u00ebrkushtoni v\u00ebmendje dhe koh\u00eb. <\/p>\n<p>N\u00eb nj\u00eb hackathon t\u00eb caktuar, u k\u00ebrkua nj\u00eb detyr\u00eb regresioni mbi nj\u00eb dataset me t\u00eb dh\u00ebna tabelare dhe imazhe dhe nj\u00eb metrik\u00eb t\u00eb qart\u00eb - RMSE. Pas bised\u00ebs me data scientist-in e kompanis\u00eb, kuptova se ata nuk kishin nevoj\u00eb p\u00ebr regresion, por p\u00ebr klasifikim, por thjesht dikush nga menaxhmenti kishte vendosur se detyra do t\u00eb ishte m\u00eb mir\u00eb t\u00eb zgjidhej k\u00ebshtu. Klasifikimi nuk u k\u00ebrkonte atyre p\u00ebrmir\u00ebsim t\u00eb metrikave financiare, por p\u00ebr t\u00eb kuptuar cilat parametra jan\u00eb m\u00eb t\u00eb r\u00ebnd\u00ebsish\u00ebm p\u00ebr marrjen e vendimeve dhe pastaj t'i p\u00ebrpunonin ato manualisht. K\u00ebshtu, detyra fillestare (regresioni me RMSE) ndryshon n\u00eb klasifikim; prioriteti i vler\u00ebsimit ndryshon nga sakt\u00ebsia e arritur n\u00eb mund\u00ebsin\u00eb p\u00ebr t\u00eb shpjeguar rezultatin. Kjo e anashkalon mund\u00ebsin\u00eb e p\u00ebrdorimit t\u00eb stacking-ut dhe algoritmeve \"black box\". Nj\u00eb dialog i till\u00eb m\u00eb kurseu shum\u00eb koh\u00eb dhe rriti shanset e mia p\u00ebr t\u00eb fituar. <\/p>\n<p>Pasi q\u00eb e kuptoni se \u00e7far\u00eb duhet t\u00eb b\u00ebni, fillon puna reale mbi projektin. Duhet t\u00eb vendosni piketat e kontrollit \u2014 koha brenda t\u00eb cil\u00ebs duhet t\u00eb kryhen detyrat e caktuara; e mira \u00ebsht\u00eb gjithashtu t\u00eb vazhdoni komunikimin me mentor\u00ebt \u2014 p\u00ebrfaq\u00ebsuesit e kompanis\u00eb dhe specialist\u00ebt teknik\u00eb \u2014 kjo \u00ebsht\u00eb e dobishme p\u00ebr t\u00eb riparuar rrug\u00ebn tuaj t\u00eb projektit. Nj\u00eb k\u00ebndv\u00ebshtrim i ri mbi problemin mund t\u00eb sugjeroj\u00eb nj\u00eb zgjidhje interesante. <\/p>\n<p>P\u00ebr shkak se n\u00eb hackathon marrin pjes\u00eb shum\u00eb fillestar\u00eb, \u00ebsht\u00eb nj\u00eb praktik\u00eb e mir\u00eb nga organizator\u00ebt q\u00eb t\u00eb organizojn\u00eb leksione dhe workshop-e. Zakonisht ka tre leksione \u2014 mbi m\u00ebnyr\u00ebn e prezantimit t\u00eb ideve si nj\u00eb produkt, nj\u00eb leksion me tem\u00eb teknike (p\u00ebr shembull, mbi p\u00ebrdorimin e API-ve t\u00eb hapura n\u00eb m\u00ebsimin makinerik, q\u00eb t'ju ndihmoj\u00eb t\u00eb p\u00ebrdorni nj\u00eb zgjidhje t\u00eb gatshme dhe jo t\u00eb shkruani vet\u00eb), dhe nj\u00eb leksion mbi pitching (si t\u00eb prezantoni produktin tuaj, si t\u00eb l\u00ebvizni duar n\u00eb sken\u00eb p\u00ebr t'u b\u00ebr\u00eb m\u00eb t\u00ebrheq\u00ebs p\u00ebr d\u00ebgjuesit). Ka aktivitete t\u00eb ndryshme p\u00ebr t\u00eb ngjallur pjes\u00ebmarr\u00ebsit \u2014 sesione joge, futboll tavoline dhe tenis ose loj\u00ebra n\u00eb konsol\u00eb. <\/p>\n<p>\u0412 \u0443\u0442\u0440\u043e \u0432\u043e\u0441\u043a\u0440\u0435\u0441\u0435\u043d\u044c\u044f \u0432\u0430\u043c \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u0438\u0442\u044c \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u0432\u0430\u0448\u0435\u0439 \u0440\u0430\u0431\u043e\u0442\u044b \u0434\u043b\u044f \u0436\u044e\u0440\u0438. \u041d\u0430 \u0445\u043e\u0440\u043e\u0448\u0438\u0445 \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u0430\u0445 \u0432\u0441\u0435 \u043d\u0430\u0447\u0438\u043d\u0430\u0435\u0442\u0441\u044f \u0441 \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u044d\u043a\u0441\u043f\u0435\u0440\u0442\u0438\u0437\u044b \u2014 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u043b\u0438 \u0442\u043e \u0447\u0442\u043e \u0432\u044b \u0437\u0430\u044f\u0432\u043b\u044f\u0435\u0442\u0435 \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442? \u0426\u0435\u043b\u044c \u0434\u0430\u043d\u043d\u043e\u0439 \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0438 \u2014 \u043e\u0442\u0441\u0435\u044f\u0442\u044c \u043a\u043e\u043c\u0430\u043d\u0434\u044b \u0441 \u043a\u0440\u0430\u0441\u0438\u0432\u043e\u0439 \u043f\u0440\u0435\u0437\u0435\u043d\u0442\u0430\u0446\u0438\u0435\u0439 \u0438 buzzwords, \u043d\u043e \u0431\u0435\u0437 \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u0430 \u043e\u0442 \u0440\u0435\u0431\u044f\u0442 \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0440\u0435\u0430\u043b\u044c\u043d\u043e \u0447\u0442\u043e-\u0442\u043e \u0441\u0434\u0435\u043b\u0430\u043b\u0438. \u041a \u0441\u043e\u0436\u0430\u043b\u0435\u043d\u0438\u044e, \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u044d\u043a\u0441\u043f\u0435\u0440\u0442\u0438\u0437\u0430 \u043f\u0440\u0438\u0441\u0443\u0442\u0441\u0442\u0432\u0443\u0435\u0442 \u043d\u0435 \u043d\u0430 \u0432\u0441\u0435\u0445 \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u0430\u0445 \u0438 \u0431\u044b\u0432\u0430\u044e\u0442 \u0441\u043b\u0443\u0447\u0430\u0438 \u043a\u043e\u0433\u0434\u0430 \u043a\u043e\u043c\u0430\u043d\u0434\u0430 \u0441 12 \u0441\u043b\u0430\u0439\u0434\u0430\u043c\u0438 \u0438 \u043c\u0430\u0439\u043d\u0434\u0441\u0435\u0442\u043e\u043c \u201c\u2026 blockchain, quantum computing, \u0430 \u0442\u0443\u0442 \u0410\u0418 \u0434\u043e\u0434\u0435\u043b\u0430\u0435\u0442&#8230;\u201d \u0432\u044b\u0438\u0433\u0440\u044b\u0432\u0430\u0435\u0442 \u043f\u0435\u0440\u0432\u043e\u0435 \u043c\u0435\u0441\u0442\u043e. \u0422\u0430\u043a\u0438\u0435 \u043f\u0440\u0435\u0446\u0435\u0434\u0435\u043d\u0442\u044b \u043d\u0435 \u0442\u0430\u043a \u0447\u0430\u0441\u0442\u044b, \u043d\u043e \u043f\u043e\u0441\u043a\u043e\u043b\u044c\u043a\u0443 \u043e\u043d\u0438 \u0437\u0430\u043f\u043e\u043c\u0438\u043d\u0430\u044e\u0442\u0441\u044f \u043b\u0443\u0447\u0448\u0435 \u0432\u0441\u0435\u0433\u043e, \u043c\u043d\u043e\u0433\u0438\u0435 \u0434\u0443\u043c\u0430\u044e\u0442, \u0447\u0442\u043e \u0445\u043e\u0440\u043e\u0448\u0430\u044f \u043f\u0440\u0435\u0437\u0435\u043d\u0442\u0430\u0446\u0438\u044f \u2014 \u044d\u0442\u043e 99% \u043f\u043e\u0431\u0435\u0434\u044b \u0432 \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u0435. \u041f\u0440\u0435\u0437\u0435\u043d\u0442\u0430\u0446\u0438\u044f, \u043a \u0441\u043b\u043e\u0432\u0443, \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0432\u0430\u0436\u043d\u0430, \u043d\u043e \u0435\u0435 \u0432\u043a\u043b\u0430\u0434 \u2014 \u043d\u0435 \u0431\u043e\u043b\u0435\u0435 30%. <\/p>\n<p>Pas paraqitjes s\u00eb pjes\u00ebmarr\u00ebsve, juria merr vendimin p\u00ebr shpalljen e fituesve. K\u00ebshtu p\u00ebrfundon pjesa zyrtare e hackathonit. <\/p>\n<h3>Motivimi p\u00ebr t\u00eb marr\u00eb pjes\u00eb n\u00eb hackathonet<\/h3>\n<p><\/p>\n<h4>P\u00ebrvoja <\/h4>\n<p>\nNga perspektiva e p\u00ebrvoj\u00ebs s\u00eb fituar, hackathoni \u00ebsht\u00eb nj\u00eb ngjarje unike. N\u00eb natyr\u00eb, nuk ka shum\u00eb vende ku mund t\u00eb realizoni nj\u00eb ide nga asgj\u00eb brenda 2 dit\u00ebsh dhe t\u00eb merrni reagim t\u00eb menj\u00ebhersh\u00ebm p\u00ebr pun\u00ebn tuaj. Gjat\u00eb hackathonit zhvillohet mendimi kritik, aft\u00ebsia p\u00ebr t\u00eb punuar n\u00eb ekip, menaxhimi i koh\u00ebs, aft\u00ebsia p\u00ebr t\u00eb punuar n\u00eb situata stresi, aft\u00ebsia p\u00ebr t\u00eb paraqitur rezultatet e pun\u00ebs tuaj n\u00eb nj\u00eb form\u00eb kuptimplot\u00eb, aft\u00ebsia p\u00ebr prezantime dhe shum\u00eb t\u00eb tjera. Pik\u00ebrisht p\u00ebr k\u00ebt\u00eb arsye, hackathonet jan\u00eb nj\u00eb vend i shk\u00eblqyer p\u00ebr ata q\u00eb kan\u00eb njohuri teorike dhe d\u00ebshirojn\u00eb t\u00eb fitojn\u00eb p\u00ebrvoj\u00eb reale. <\/p>\n<h4>\u00c7mimet <\/h4>\n<p>\nZakonisht, fondi i \u00e7mimeve t\u00eb hackathonit \u00ebsht\u00eb rreth 1.5k \u2013 10k euro p\u00ebr vendin e par\u00eb (n\u00eb Rusi \u2014 100-300 mij\u00eb rubla). Mund t\u00eb llogarisni vler\u00ebn e pritur (expected value, EV) nga pjes\u00ebmarrja sipas formul\u00ebs t\u00eb thjesht\u00eb: <\/p>\n<pre><code class=\"python\">EV = \u00c7mimi * Shkalla e Fitimeve + Vlera e Ardhshme - Kostot<\/code><\/pre>\n<p>\nku <i>\u00c7mimi <\/i> \u2014 madh\u00ebsia e \u00e7mimit (p\u00ebr thjesht\u00ebsi, le t\u00eb supozojm\u00eb se ka vet\u00ebm nj\u00eb \u00e7mim); <br \/>\n<i>Shkalla e Fitimeve <\/i> \u2014 probabiliteti i fitores (p\u00ebr nj\u00eb ekip fillestar, ky vler\u00eb do t\u00eb jet\u00eb e kufizuar deri n\u00eb 10%, p\u00ebr nj\u00eb ekip m\u00eb me p\u00ebrvoj\u00eb \u2014 50% e lart; kam takuar njer\u00ebz q\u00eb kan\u00eb dal\u00eb me \u00e7mime nga \u00e7do hackathon, por kjo \u00ebsht\u00eb m\u00eb shum\u00eb p\u00ebrjashtim se rregull dhe n\u00eb nj\u00eb distanc\u00eb t\u00eb gjat\u00eb shkalla e fitimeve do t\u00eb jet\u00eb m\u00eb e ul\u00ebt se 100%); <br \/>\n<i>Vlera e Ardhshme<\/i> \u2014 nj\u00eb vler\u00eb q\u00eb tregon fitimin e ardhsh\u00ebm nga pjes\u00ebmarrja n\u00eb hackathon: kjo mund t\u00eb jet\u00eb fitim nga p\u00ebrvoja e fituar, lidhjet e krijuara, informatat e marra etj. K\u00ebt\u00eb vler\u00eb \u00ebsht\u00eb gati e pamundur ta p\u00ebrcaktosh sakt\u00ebsisht, por duhet ta mbash mend; <br \/>\n<i>Kostot <\/i> \u2014 shpenzimet p\u00ebr transport, akomodim, etj. <\/p>\n<p>Vendimi p\u00ebr t\u00eb marr\u00eb pjes\u00eb merret n\u00eb baz\u00eb t\u00eb krahasimit t\u00eb EV t\u00eb hackathonit me EV t\u00eb aktivitetit q\u00eb do t\u00eb kishit b\u00ebr\u00eb n\u00ebse hackathon nuk do t\u00eb kishte ndodhur: n\u00ebse donit t\u00eb q\u00ebndroni n\u00eb divan dhe t\u00eb luani me hund\u00ebt gjat\u00eb fundjav\u00ebs, ndoshta ka kuptim t\u00eb merrni pjes\u00eb n\u00eb hackathon; n\u00ebse do t\u00eb kalonit koh\u00eb me prind\u00ebrit apo t\u00eb dashur\u00ebn \u2014 at\u00ebher\u00eb merrni ata n\u00eb ekip p\u00ebr hackathon (po shaka, vendosni vet\u00eb), n\u00ebse doni t\u00eb punoni si freelancer \u2014 krahasoni dollarin me or\u00ebn. <\/p>\n<p>Sip\u00ebrmarrjet e mia tregojn\u00eb se n\u00eb Rusi, p\u00ebr nj\u00eb shkenc\u00ebtar t\u00eb t\u00eb dh\u00ebnave n\u00eb nivelin junior \u2014 mid-level, pjes\u00ebmarrja n\u00eb hackathone \u00ebsht\u00eb e barabart\u00eb me fitimin monetar nga nj\u00eb dit\u00eb normale pune, por ka edhe nuanca (madh\u00ebsia e ekipit, lloji i hackathonit, fondi i \u00e7mimit etj). N\u00eb p\u00ebrgjith\u00ebsi, hackathonet aktualisht nuk jan\u00eb nj\u00eb burim i madh t\u00eb ardhurash, por ato mund t\u00eb ofrojn\u00eb nj\u00eb shtes\u00eb t\u00eb k\u00ebndshme p\u00ebr buxhetin personal.<\/p>\n<h4>Pun\u00ebsimi n\u00eb kompani dhe nd\u00ebrtimi i rrjeteve <\/h4>\n<p>\nP\u00ebr kompanit\u00eb, hackathoni \u00ebsht\u00eb nj\u00eb nga m\u00ebnyrat p\u00ebr t\u00eb pun\u00ebsuar punonj\u00ebs t\u00eb rinj. Do t\u00eb jet\u00eb shum\u00eb m\u00eb e leht\u00eb t\u00eb tregoni se jeni nj\u00eb person i p\u00ebrshtatsh\u00ebm dhe dijeni t\u00eb punoni n\u00eb nj\u00eb hackathon, sesa n\u00eb nj\u00eb intervist\u00eb, duke rrotulluar nj\u00eb pem\u00eb binar n\u00eb bord (e cila, p\u00ebr t\u00eb qen\u00eb e drejtp\u00ebrdrejt\u00eb, nuk p\u00ebrputhet gjithmon\u00eb me at\u00eb q\u00eb do t\u00eb b\u00ebni n\u00eb pun\u00ebn reale si nj\u00eb data scientist, por traditat duhet t\u00eb respektohen). Nj\u00eb prov\u00eb n\u00eb kushte 't\u00eb luft\u00ebs' mund t\u00eb z\u00ebvend\u00ebsoj\u00eb nj\u00eb dit\u00eb prove. <\/p>\n<p>Pun\u00ebn time t\u00eb par\u00eb e kam marr\u00eb fal\u00eb nj\u00eb hackathoni. N\u00eb hackathon tregova se si mund t\u00eb nxjerr m\u00eb shum\u00eb para nga t\u00eb dh\u00ebnat, dhe shpjegova si do ta realizoja at\u00eb. Nisa nj\u00eb projekt n\u00eb hackathon, e fitova, dhe m\u00eb pas vazhdova projektin n\u00eb kompanin\u00eb sponsorizuese. Ky ishte hackathoni i kat\u00ebrt n\u00eb jet\u00ebn time. <\/p>\n<h4>Mund\u00ebsia p\u00ebr t\u00eb marr\u00eb nj\u00eb dataset unik <\/h4>\n<p>\nKy \u00ebsht\u00eb nj\u00eb pik\u00eb shum\u00eb e r\u00ebnd\u00ebsishme p\u00ebr hackathonet e data science, r\u00ebnd\u00ebsin\u00eb e t\u00eb cilit nuk e kuptojn\u00eb t\u00eb gjith\u00eb. Zakonisht, kompanit\u00eb sponsorizuese ofrojn\u00eb dataset real gjat\u00eb organizimit t\u00eb ngjarjes. T\u00eb dh\u00ebnat jan\u00eb private, ato jan\u00eb n\u00ebn NDA, \u00e7ka nuk pengon t\u00eb tregoni nj\u00eb proof of concept me nj\u00eb dataset real, jo me nj\u00eb titanik lodrash. N\u00eb t\u00eb ardhmen, rezultate t\u00eb tilla do t\u00eb ndihmojn\u00eb shum\u00eb n\u00eb pun\u00ebsimin n\u00eb k\u00ebt\u00eb kompani ose n\u00eb nj\u00eb kompani konkurrente, ose n\u00eb mbrojtjen e projekteve t\u00eb ngjashme. Pajtohuni, se p\u00ebr shkak t\u00eb kushteve t\u00eb barabarta, t\u00eb kesh projekte t\u00eb realizuara q\u00eb jan\u00eb vler\u00ebsuar pozitivisht \u00ebsht\u00eb m\u00eb mir\u00eb se sa t\u00eb mos kesh asnj\u00eb. N\u00eb p\u00ebrgjith\u00ebsi, projektet e realizuara luajn\u00eb nj\u00eb rol t\u00eb ngjash\u00ebm me medaljet dhe statuset n\u00eb Kaggle, por p\u00ebr industrin\u00eb vler\u00ebsimi i tyre \u00ebsht\u00eb m\u00eb i duksh\u00ebm. <\/p>\n<h3>K\u00ebshilla <\/h3>\n<p>\nN\u00eb p\u00ebrgjith\u00ebsi, puna n\u00eb hackathon \u00ebsht\u00eb nj\u00eb p\u00ebrvoj\u00eb e ndryshme dhe \u00ebsht\u00eb e v\u00ebshtir\u00eb t\u00eb formulohet nj\u00eb list\u00eb e sakt\u00eb rregullash. Megjithat\u00eb, do t\u00eb doja t\u00eb jap nj\u00eb list\u00eb v\u00ebzhgimesh q\u00eb mund t\u00eb ndihmojn\u00eb nj\u00eb fillestar: <\/p>\n<ol>\n<li>Mos e lini frik\u00ebn t\u2019ju ndaloj\u00eb t\u00eb merrni pjes\u00eb n\u00eb hackathona, edhe n\u00ebse nuk keni p\u00ebrvoj\u00eb apo nj\u00eb ekip. Mendoni p\u00ebr at\u00eb \u00e7far\u00eb mund t\u00eb jeni t\u00eb dobish\u00ebm. P\u00ebr shembull, ndoshta keni nj\u00eb ide interesante ose jeni t\u00eb njohur mir\u00eb n\u00eb nj\u00eb fush\u00eb t\u00eb caktuar? Mund t\u00eb p\u00ebrdorni njohurit\u00eb tuaja n\u00eb k\u00ebt\u00eb fush\u00eb p\u00ebr t\u00eb formuluar problemin dhe t\u00eb gjeni m\u00ebnyra jo-triviale p\u00ebr ta zgjidhur at\u00eb. Ose ndoshta jeni m\u00eb t\u00eb mir\u00ebt n\u00eb k\u00ebrkimin n\u00eb internet? Aft\u00ebsia juaj do t\u00eb kursej\u00eb shum\u00eb koh\u00eb, n\u00ebse mund t\u00eb gjeni implementime t\u00eb gatshme n\u00eb GitHub. Ose ndoshta jeni shum\u00eb t\u00eb njohur me rregullimin e parametrave t\u00eb lightgbm? N\u00eb k\u00ebt\u00eb rast, mos shkoni n\u00eb hackathon, por provoni k\u00ebt\u00eb n\u00eb garat e Kaggle. <\/li>\n<li>Taktika \u00ebsht\u00eb m\u00eb e r\u00ebnd\u00ebsishme se manovrat. Detyra juaj n\u00eb hackathon \u00ebsht\u00eb zgjidhja e problemit. Ndonj\u00ebher\u00eb, p\u00ebr t\u00eb zgjidhur nj\u00eb problem, duhet ta identifikoni at\u00eb. Verifikoni se problemi q\u00eb keni identifikuar \u00ebsht\u00eb n\u00eb t\u00eb v\u00ebrtet\u00eb relevant p\u00ebr kompanin\u00eb. Verifikoni se zgjidhja juaj i p\u00ebrgjigjet problemit, b\u00ebni nj\u00eb pyetje p\u00ebr optimalitetin e zgjidhjes tuaj. Kur vler\u00ebsohet zgjidhja juaj, n\u00eb radh\u00eb t\u00eb par\u00eb do t\u00eb shikohet r\u00ebnd\u00ebsia e problemit dhe adekuat\u00ebsia e zgjidhjes s\u00eb propozuar. Arkitektura e rrjetit tuaj neural ose sa raunde-aukt keni marr\u00eb nuk i intereson askujt shum\u00eb. <\/li>\n<li>Vizitoni sa m\u00eb shum\u00eb hackathona q\u00eb t\u00eb jet\u00eb e mundur, por mos hezitoni t\u00eb largoheni nga aktivitete t\u00eb keq-organizuara. <\/li>\n<li>Shtoni rezultatet e pun\u00ebs tuaj n\u00eb hackathon n\u00eb CV-n\u00eb tuaj dhe mos kini frik\u00eb t\u00eb shkruani p\u00ebr to publikisht. <\/li>\n<\/ol>\n<p>\n<img decoding=\"async\" alt=\"Pse duhet t\u00eb merrni pjes\u00eb n\u00eb hackathon-e\" src=\"\/wp-content\/uploads\/2019\/05\/dad142195fc4fa8cdbb2d0555de54dd2.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Thelbi i hackathon\u00ebve. N\u00eb shkurt<\/i><br \/>\n<br \/>Burimi: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/ods\/blog\/450034\/\">habr.com<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u041f\u0440\u0438\u043c\u0435\u0440\u043d\u043e \u043f\u043e\u043b\u0442\u043e\u0440\u0430 \u0433\u043e\u0434\u0430 \u043d\u0430\u0437\u0430\u0434 \u044f \u043d\u0430\u0447\u0430\u043b \u0443\u0447\u0430\u0441\u0442\u0432\u043e\u0432\u0430\u0442\u044c \u0432 \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u0430\u0445. \u0417\u0430 \u044d\u0442\u043e\u0442 \u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e\u0439 \u043f\u0440\u043e\u043c\u0435\u0436\u0443\u0442\u043e\u043a \u044f \u0443\u0441\u043f\u0435\u043b \u043f\u0440\u0438\u043d\u044f\u0442\u044c \u0443\u0447\u0430\u0441\u0442\u0438\u0435 \u0432 \u0431\u043e\u043b\u0435\u0435 \u0447\u0435\u043c 20 \u043c\u0435\u0440\u043e\u043f\u0440\u0438\u044f\u0442\u0438\u044f\u0445 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u043e\u0433\u043e \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0430 \u0438 \u0442\u0435\u043c\u0430\u0442\u0438\u043a \u0432 \u041c\u043e\u0441\u043a\u0432\u0435, \u0425\u0435\u043b\u044c\u0441\u0438\u043d\u043a\u0438, \u0411\u0435\u0440\u043b\u0438\u043d\u0435, \u041c\u044e\u043d\u0445\u0435\u043d\u0435, \u0410\u043c\u0441\u0442\u0435\u0440\u0434\u0430\u043c\u0435, \u0426\u044e\u0440\u0438\u0445\u0435 \u0438 \u041f\u0430\u0440\u0438\u0436\u0435. \u0412\u043e \u0432\u0441\u0435\u0445 \u043c\u0435\u0440\u043e\u043f\u0440\u0438\u044f\u0442\u0438\u044f\u0445 \u044f \u0437\u0430\u043d\u0438\u043c\u0430\u043b\u0441\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u043e\u043c \u0434\u0430\u043d\u043d\u044b\u0445 \u0432 \u0442\u043e\u043c \u0438\u043b\u0438 \u0438\u043d\u043e\u043c \u0432\u0438\u0434\u0435. \u041c\u043d\u0435 \u043d\u0440\u0430\u0432\u0438\u0442\u0441\u044f \u043f\u0440\u0438\u0435\u0437\u0436\u0430\u0442\u044c \u0432 \u043d\u043e\u0432\u044b\u0435 \u0434\u043b\u044f \u0441\u0435\u0431\u044f \u0433\u043e\u0440\u043e\u0434\u0430, [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":25305,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-33614","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-novosti-interneta"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.0.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u041f\u0440\u0438\u043c\u0435\u0440\u043d\u043e \u043f\u043e\u043b\u0442\u043e\u0440\u0430 \u0433\u043e\u0434\u0430 \u043d\u0430\u0437\u0430\u0434 \u044f \u043d\u0430\u0447\u0430\u043b \u0443\u0447\u0430\u0441\u0442\u0432\u043e\u0432\u0430\u0442\u044c \u0432 \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u0430\u0445. \u0417\u0430 \u044d\u0442\u043e\u0442 \u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e\u0439 \u043f\u0440\u043e\u043c\u0435\u0436\u0443\u0442\u043e\u043a \u044f \u0443\u0441\u043f\u0435\u043b \u043f\u0440\u0438\u043d\u044f\u0442\u044c \u0443\u0447\u0430\u0441\u0442\u0438\u0435 \u0432 \u0431\u043e\u043b\u0435\u0435 \u0447\u0435\u043c 20 \u043c\u0435\u0440\u043e\u043f\u0440\u0438\u044f\u0442\u0438\u044f\u0445 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u043e\u0433\u043e \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0430 \u0438 \u0442\u0435\u043c\u0430\u0442\u0438\u043a \u0432 \u041c\u043e\u0441\u043a\u0432\u0435, \u0425\u0435\u043b\u044c\u0441\u0438\u043d\u043a\u0438, \u0411\u0435\u0440\u043b\u0438\u043d\u0435, \u041c\u044e\u043d\u0445\u0435\u043d\u0435, \u0410\u043c\u0441\u0442\u0435\u0440\u0434\u0430\u043c\u0435, \u0426\u044e\u0440\u0438\u0445\u0435 \u0438 \u041f\u0430\u0440\u0438\u0436\u0435. \u0412\u043e \u0432\u0441\u0435\u0445 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