{"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\/news\/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":"

\"Pse
\n
\nRreth nj\u00eb vit e gjysm\u00eb m\u00eb par\u00eb, fillova t\u00eb merrja pjes\u00eb n\u00eb hackathon. Gjat\u00eb k\u00ebsaj periudhe, kam marr\u00eb pjes\u00eb n\u00eb m\u00eb shum\u00eb se 20 aktivitete t\u00eb ndryshme n\u00eb Mosk\u00eb, Helsinki, Berlin, Munih, Amsterdam, Zvic\u00ebr dhe Paris. N\u00eb t\u00eb gjitha aktivitetet kam punuar me analiz\u00ebn e t\u00eb dh\u00ebnave n\u00eb nj\u00eb form\u00eb ose nj\u00eb tjet\u00ebr. M\u00eb p\u00eblqen t\u00eb vizitoj qytete t\u00eb reja, t\u00eb krijoj lidhje t\u00eb reja, t\u00eb mendoj ide t\u00eb fresk\u00ebta, t\u00eb realizoj p\u00ebrpjekjet e vjetra brenda nj\u00eb kohe t\u00eb shkurt\u00ebr dhe adrenalin\u00ebn gjat\u00eb prezantimit dhe shpalljes s\u00eb rezultateve. <\/p>\n

Ky post \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, 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 \u2014 si organizator\u00ebt b\u00ebn\u00eb gabime n\u00eb zhvillimin e tyre dhe \u00e7far\u00eb pasoje soll\u00ebn ato. Postimi i tret\u00eb do t\u00eb p\u00ebrkushtohet p\u00ebrgjigjeve p\u00ebr pyetje rreth tematik\u00ebs s\u00eb hackathon-eve.
\n<\/a><\/noindex><\/p>\n

\u00c7far\u00eb \u00ebsht\u00eb nj\u00eb hackathon?<\/h3>\n

\nHackathon \u00ebsht\u00eb nj\u00eb aktivitet q\u00eb zhvillohet gjat\u00eb disa dit\u00ebve, me q\u00ebllim zgjidhjen e ndonj\u00eb problemi. Zakonisht ka disa probleme n\u00eb hackathon, \u00e7do nj\u00ebra prezantohet si nj\u00eb rrjedh\u00eb e ve\u00e7ant\u00eb. Kompania sponsor ofron p\u00ebrshkrimin e detyr\u00ebs, metrikat e suksesit (metrikat mund t\u00eb jen\u00eb subjektive si 'noviteti dhe kreativiteti', ose objektive \u2014 sakt\u00ebsia e klasifikimit n\u00eb nj\u00eb dataset t\u00eb ndar\u00eb) dhe burimet p\u00ebr arritjen e suksesit (API i kompanis\u00eb, datasetet, 'harduer'). Pjes\u00ebmarr\u00ebsit, brenda koh\u00ebs s\u00eb caktuar, duhet t\u00eb formulojn\u00eb problemin, t\u00eb propozohen zgjidhje dhe t\u00eb demonstrojn\u00eb prototipin e produktit t\u00eb tyre. Zgjidhjet m\u00eb t\u00eb mira fitojn\u00eb \u00e7mime nga kompania dhe mund\u00ebsin\u00eb p\u00ebr bashk\u00ebpunim t\u00eb m\u00ebtejsh\u00ebm. <\/p>\n

Hapat e hackathon-it<\/h3>\n

\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 llojet e specialist\u00ebve q\u00eb i nevojiten p\u00ebr realizimin. Ndonj\u00ebher\u00eb ekipi mund t\u00eb p\u00ebrb\u00ebhet nga nj\u00eb person i vet\u00ebm, i cili mund ta kryej\u00eb t\u00ebr\u00eb pun\u00ebn mbi projektin n\u00eb nj\u00eb nivel t\u00eb mjaftuesh\u00ebm t\u00eb lart\u00eb. Kjo \u00ebsht\u00eb relevante p\u00ebr hackathon-et e analiz\u00ebs s\u00eb t\u00eb dh\u00ebnave, por shpesh \u00ebsht\u00eb e ndaluar ose epad\u00ebshiruar p\u00ebr ngjarjet produktive \u2014 organizator\u00ebt jan\u00eb t\u00eb fokusuar n\u00eb vazhdimin e m\u00ebtejsh\u00ebm t\u00eb pun\u00ebs mbi projektin, por tashm\u00eb n\u00eb kompani; ekipi i formuar ka nj\u00eb s\u00ebr\u00eb avantazhesh n\u00eb krahasim me ata pjes\u00ebmarr\u00ebs q\u00eb d\u00ebshirojn\u00eb t\u00eb krijojn\u00eb produktin n\u00eb m\u00ebnyr\u00eb individuale. Ekipi optimal zakonisht p\u00ebrb\u00ebhet nga 4 persona dhe p\u00ebrfshin: frontend, backend, data scientist dhe nj\u00eb person nga biznesi. Sa p\u00ebr t\u00eb th\u00ebn\u00eb, ndarja mes hackathon-eve t\u00eb datascience dhe produkteve \u00ebsht\u00eb mjaft e thjesht\u00eb \u2014 n\u00ebse ka nj\u00eb dataset me nj\u00eb metrik\u00eb t\u00eb qart\u00eb dhe nj\u00eb leaderboard ose mund t\u00eb fitosh me kod n\u00eb jupyter notebook \u2014 kjo \u00ebsht\u00eb nj\u00eb hackathon e datascience; gjith\u00e7ka tjet\u00ebr \u2014 ku k\u00ebrkohet t\u00eb b\u00ebhet nj\u00eb aplikacion, faqja ose gj\u00ebra q\u00eb kapin v\u00ebmendjen \u2014 \u00ebsht\u00eb produktive. <\/p>\n

Zakonisht fillimi i pun\u00ebs mbi projektin fillon n\u00eb or\u00ebn 9 t\u00eb mbr\u00ebmjes t\u00eb premtes, nd\u00ebrsa afati i fundit \u00ebsht\u00eb n\u00eb or\u00ebn 10 t\u00eb m\u00ebngjesit t\u00eb diel\u00ebs. Nj\u00eb pjes\u00eb e k\u00ebtij kohor duhet t\u00eb shpenzohet p\u00ebr gjum\u00eb (mos t\u00eb flesh dhe t\u00eb kodosh \u2014 kjo \u00ebsht\u00eb nj\u00eb rrug\u00eb e sigurt p\u00ebr d\u00ebshtim, e kam provuar), dhe kjo do t\u00eb thot\u00eb se 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 vendin e ngjarjes jan\u00eb p\u00ebrfaq\u00ebsues t\u00eb kompanis\u00eb dhe mentor\u00eb. <\/p>\n

Puna mbi projektin fillon me biseda me p\u00ebrfaq\u00ebsuesit e kompanis\u00eb, pasi ata e kuptojn\u00eb m\u00eb mir\u00eb specifik\u00ebn e detyr\u00ebs, metrikat dhe me siguri ata do t\u00eb gjykojn\u00eb punimet tuaja n\u00eb fund. Q\u00ebllimi i k\u00ebsaj bisede \u00ebsht\u00eb t\u00eb kuptohet se cilat drejtime jan\u00eb m\u00eb t\u00eb r\u00ebnd\u00ebsishme dhe mbi \u00e7far\u00eb duhet t\u00eb p\u00ebrqendrohet v\u00ebmendja dhe koha. <\/p>\n

N\u00eb nj\u00eb hackathon, u vendos nj\u00eb detyr\u00eb regresioni mbi nj\u00eb dataset me t\u00eb dh\u00ebna tabulare dhe figura, me nj\u00eb metrik\u00eb t\u00eb qart\u00eb \u2014 RMSE. Pas bised\u00ebs me nj\u00eb data scientist t\u00eb kompanis\u00eb, kuptova q\u00eb ata kishin nevoj\u00eb jo p\u00ebr regresion, por p\u00ebr klasifikim, por dikush nga menaxhmenti vendosi q\u00eb detyra do t\u00eb ishte m\u00eb mir\u00eb t\u00eb zgjidhej k\u00ebshtu. Por, klasifikimi u nevojitej jo p\u00ebr t\u00eb arritur p\u00ebrfitime t\u00eb metrikave financiare, por p\u00ebr t\u00eb kuptuar cili jan\u00eb parametrat m\u00eb t\u00eb r\u00ebnd\u00ebsish\u00ebm n\u00eb marrjen e vendimeve dhe pastaj t\u00eb p\u00ebrpunoheshin manualisht. Pra, detyra fillestare (regresioni me RMSE) kthehet n\u00eb klasifikim; p\u00ebrpar\u00ebsia e vler\u00ebsimit kalon nga sakt\u00ebsia e arritur n\u00eb mund\u00ebsin\u00eb p\u00ebr t\u00eb shpjeguar rezultatin. Kjo, nga ana tjet\u00ebr, p\u00ebrjashton mund\u00ebsin\u00eb e p\u00ebrdorimit t\u00eb stacking dhe algoritm\u00ebve black box. Ky dialog m\u00eb kurseu shum\u00eb koh\u00eb dhe rriti shanset e mia p\u00ebr fitore. <\/p>\n

Pas q\u00eb e kuptoni se \u00e7far\u00eb duhet b\u00ebr\u00eb, fillon puna e drejtp\u00ebrdrejt\u00eb mbi projektin. Duhet t\u00eb vendosni pika kontrolli \u2014 koha kur detyrat e caktuara duhet t\u00eb p\u00ebrfundojn\u00eb; gjithashtu, \u00ebsht\u00eb mir\u00eb 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 korrigjuar kursin e projektit tuaj. Nj\u00eb pamje e fresk\u00ebt mbi problemin mund t\u00eb sugjeroj\u00eb nj\u00eb zgjidhje interesante. <\/p>\n

Duke qen\u00eb se n\u00eb hackathone merr pjes\u00eb nj\u00eb num\u00ebr i madh fillestar\u00ebsh, nj\u00eb praktik\u00eb e mir\u00eb nga ana e organizator\u00ebve \u00ebsht\u00eb t\u00eb mbahen leksione dhe masterklasa. Zakonisht ka tre leksione \u2014 se si ta paraqes\u00ebsh iden\u00eb t\u00ebnde si nj\u00eb produkt, nj\u00eb leksion mbi tem\u00ebn teknike (p\u00ebr shembull, mbi p\u00ebrdorimin e API-ve t\u00eb hapura n\u00eb m\u00ebsimin e makinerive, n\u00eb m\u00ebnyr\u00eb q\u00eb ju t\u00eb mos keni nevoj\u00eb t\u00eb shkruani fjalimin tuaj p\u00ebr tekst deri n\u00eb dy dit\u00eb, por t\u00eb utilizoni at\u00eb t\u00eb gatshmin), nj\u00eb leksion mbi pitch (se si ta paraqes\u00ebsh produktin t\u00ebnd, si t\u00eb l\u00ebviz\u00ebsh duar gjat\u00eb performanc\u00ebs n\u00eb sken\u00eb q\u00eb d\u00ebgjuesit mos t\u00eb aburrdhen). Ka aktivitete t\u00eb ndryshme p\u00ebr t\u00eb animuar pjes\u00ebmarr\u00ebsit \u2014 nj\u00eb sesion yoge, futboll tavoline dhe tenis ose loj\u00eb n\u00eb konsol\u00eb. <\/p>\n

N\u00eb m\u00ebngjesin e s\u00eb diel\u00ebs, duhet t\u00eb paraqisni rezultatet e pun\u00ebs tuaj para juris\u00eb. N\u00eb hackathonet e mira, gjith\u00e7ka fillon me ekspertiz\u00ebn teknike - a funksionon realisht ajo q\u00eb deklaroni? Q\u00ebllimi i k\u00ebsaj verifikimi \u00ebsht\u00eb t\u00eb ndahen ekipet me nj\u00eb prezantim t\u00eb bukur dhe buzzwords, por pa produkt nga ata q\u00eb kan\u00eb b\u00ebr\u00eb v\u00ebrtet di\u00e7ka. Fatkeq\u00ebsisht, ekspertiza teknike nuk \u00ebsht\u00eb e pranishme n\u00eb t\u00eb gjitha hackathonet, dhe ndodhin raste kur nj\u00eb ekip me 12 slajde dhe mendimin \u201c\u2026 blockchain, computing kuantik, dhe k\u00ebtu AI do ta p\u00ebrfundoj\u00eb...\u201d fiton vendin e par\u00eb. K\u00ebto raste nuk jan\u00eb aq t\u00eb zakonshme, por p\u00ebr shkak se mbahen mend m\u00eb mir\u00eb, shum\u00eb mendojn\u00eb se nj\u00eb prezantim i mir\u00eb \u00ebsht\u00eb 99% e fitores n\u00eb nj\u00eb hackathon. Prezantimi, p\u00ebr t'u th\u00ebn\u00eb, \u00ebsht\u00eb me t\u00eb v\u00ebrtet\u00eb i r\u00ebnd\u00ebsish\u00ebm, por kontributi i tij nuk kalon 30%. <\/p>\n

Pas performanc\u00ebs s\u00eb pjes\u00ebmarr\u00ebsve, juria merr vendim mbi shpalljen e fituesve. Kjo \u00ebsht\u00eb p\u00ebrfundimi i pjes\u00ebs zyrtare t\u00eb hackathonit. <\/p>\n

Motivimi p\u00ebr t\u00eb marr\u00eb pjes\u00eb n\u00eb hackathona<\/h3>\n

<\/p>\n

P\u00ebrvoja <\/h4>\n

\nN\u00eb aspektin 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 p\u00ebr 2 dit\u00eb dhe t\u00eb merrni feedback 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 prezantuar rezultatet e pun\u00ebs suaj n\u00eb nj\u00eb m\u00ebnyr\u00eb t\u00eb kuptueshme, aft\u00ebsia p\u00ebr t\u00eb b\u00ebr\u00eb prezantime dhe shum\u00eb t\u00eb tjera. P\u00ebr k\u00ebt\u00eb arsye, hackathonet jan\u00eb nj\u00eb vend i shk\u00eblqyer p\u00ebr ata me njohuri teorike q\u00eb d\u00ebshirojn\u00eb t\u00eb fitojn\u00eb p\u00ebrvoj\u00eb reale. <\/p>\n

\u00c7mimet <\/h4>\n

\nN\u00eb p\u00ebrgjith\u00ebsi, fondi i \u00e7mimeve t\u00eb hackathonit p\u00ebrb\u00ebn rreth 1.5k - 10k euro p\u00ebr vendin e par\u00eb (n\u00eb Rusi \u2014 100-300 mij\u00eb rubla). P\u00ebrfitimi i pritur (expected value, EV) nga pjes\u00ebmarrja mund t\u00eb llogaritet sipas nj\u00eb formule t\u00eb thjesht\u00eb: <\/p>\n

EV = Prize * WinRate + Future_Value - Costs<\/code><\/pre>\n
\nku \u00c7mimi <\/i> \u2014 shum\u00ebn e \u00e7mimit (p\u00ebr thjesht\u00ebsi, le t\u00eb supozojm\u00eb se ka nj\u00eb \u00e7mim); 
\nWinRate <\/i> \u2014 probabilitetin e fitores (p\u00ebr nj\u00eb ekip fillestar, kjo vler\u00eb do t\u00eb jet\u00eb e kufizuar deri n\u00eb 10%, nd\u00ebrsa p\u00ebr nj\u00eb ekip m\u00eb t\u00eb p\u00ebrvoj\u00eb \u2014 50% e lart; kam hasur njer\u00ebz q\u00eb kan\u00eb dal\u00eb me \u00e7mime nga \u00e7do hackathon, por kjo \u00ebsht\u00eb m\u00eb shum\u00eb p\u00ebrjashtim dhe n\u00eb nj\u00eb distanc\u00eb t\u00eb gjat\u00eb, vler\u00ebsimi i tyre i fitores do t\u00eb jet\u00eb m\u00eb pak se 100%); 
\nFuture_Value<\/i> \u2014 nj\u00eb madh\u00ebsi q\u00eb tregon fitimin e ardhsh\u00ebm nga pjes\u00ebmarrja n\u00eb hackathon: kjo mund t\u00eb jet\u00eb fitimi nga p\u00ebrvoja e fituar, lidhjet e krijuara, informacioni i marr\u00eb etj. Kjo madh\u00ebsi \u00ebsht\u00eb praktikisht e pamundur t\u00eb p\u00ebrcaktohet sakt\u00ebsisht, por \u00ebsht\u00eb e r\u00ebnd\u00ebsishme t\u00eb mbahet mend; 
\nShpenzimet <\/i> \u2014 shpenzimet p\u00ebr transport, akomodim, etj. <\/p>\n
Vendimi p\u00ebr t'u angazhuar 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 sikur t\u00eb mos kishte hackathon: n\u00ebse d\u00ebshironit t\u00eb kishit nj\u00eb fundjav\u00eb t\u00eb qet\u00eb n\u00eb divan dhe t\u00eb lundronit gjat\u00eb, at\u00ebher\u00eb ndoshta \u00ebsht\u00eb m\u00eb mir\u00eb t\u00eb merrni pjes\u00eb n\u00eb hackathon; n\u00ebse do t\u00eb kaloni koh\u00eb me prind\u00ebrit apo t\u00eb dashur\u00ebn \u2014 \u00e7oni ata n\u00eb ekipin tuaj p\u00ebr hackathon (po shaka, vendosni vet\u00eb), n\u00ebse keni vendosur t\u00eb punoni si freelancer \u2014 krahasoni dollar\u00eb-or\u00eb. <\/p>\n
N\u00eb t\u00eb dh\u00ebnat e mia, mund t\u00eb them se n\u00eb Rusi p\u00ebr nj\u00eb data scientist n\u00eb nivelin junior \u2014 mid, pjes\u00ebmarrja n\u00eb hackathona \u00ebsht\u00eb e krahasueshme me fitimin monetar nga nj\u00eb dit\u00eb e zakonshme pune, por ka disa nuanca (madh\u00ebsia e ekipit, lloji i hackathonit, fondi i \u00e7mimeve etj.). N\u00eb p\u00ebrgjith\u00ebsi, hackathonat tani p\u00ebr tani \u2014 nuk jan\u00eb nj\u00eb rezervuar i art\u00eb, por ato mund t\u00eb ofrojn\u00eb nj\u00eb shtes\u00eb t\u00eb k\u00ebndshme n\u00eb buxhetin personal.<\/p>\n
Pun\u00ebsimi n\u00eb kompani dhe networking <\/h4>\n
\nP\u00ebr kompanin\u00eb, hackathon \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 q\u00eb jeni nj\u00eb njeri i arsyesh\u00ebm dhe di t\u00eb punoni n\u00eb hackathon, sesa n\u00eb nj\u00eb intervist\u00eb, duke manipulua nj\u00eb pem\u00eb binare n\u00eb tabel\u00eb (e cila, \u00ebsht\u00eb e v\u00ebrtet\u00eb, nuk p\u00ebrputhet gjithmon\u00eb me at\u00eb q\u00eb do t\u00eb b\u00ebni n\u00eb pun\u00ebn e v\u00ebrtet\u00eb si data scientist, por duhet t\u00eb respektojm\u00eb traditat). Kjo verifikim n\u00eb kushte \"lufte\" mund t\u00eb z\u00ebvend\u00ebsoj\u00eb nj\u00eb dit\u00eb provuese. <\/p>\n
Pune e par\u00eb e siguruar fal\u00eb hackathonit. N\u00eb hackathon tregova se si mund t\u00eb nxjerrim m\u00eb shum\u00eb para nga t\u00eb dh\u00ebnat, tregova se si do ta b\u00ebja k\u00ebt\u00eb. Fillova nj\u00eb projekt n\u00eb hackathon, e fitova at\u00eb, pastaj e vazhdova projektin n\u00eb kompanin\u00eb sponsoruese. Ky ishte hackathon-i i kat\u00ebrt n\u00eb jet\u00ebn time. <\/p>\n
Mund\u00ebsia p\u00ebr t\u00eb marr\u00eb nj\u00eb dataset unik <\/h4>\n
\nKy \u00ebsht\u00eb nj\u00eb pik\u00eb shum\u00eb aktuale p\u00ebr hackathonet e shkenc\u00ebs t\u00eb t\u00eb dh\u00ebnave, r\u00ebnd\u00ebsin\u00eb e s\u00eb cil\u00ebs nuk e kuptojn\u00eb t\u00eb gjith\u00eb. Zakonisht, kompanit\u00eb sponsore ofrojn\u00eb datasetet reale gjat\u00eb organizimit t\u00eb ngjarjes. K\u00ebto t\u00eb dh\u00ebna jan\u00eb private, ato jan\u00eb n\u00ebn NDA, por kjo nuk pengon q\u00eb t\u00eb tregoni nj\u00eb prov\u00eb koncepti me nj\u00eb dataset t\u00eb v\u00ebrtet\u00eb, jo me nj\u00eb titanik imagjinar. 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 ndonj\u00eb kompani konkurrente, ose n\u00eb justifikimin e projekteve t\u00eb ngjashme. Pajtohuni, se n\u00ebse gjith\u00e7ka tjet\u00ebr \u00ebsht\u00eb e barabart\u00eb, 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, k\u00ebto projekte t\u00eb realizuara luajn\u00eb nj\u00eb rol t\u00eb ngjash\u00ebm me medaljet dhe statuset n\u00eb Kaggle, por p\u00ebr industrin\u00eb, vlera e tyre \u00ebsht\u00eb m\u00eb e dukshme. <\/p>\n
K\u00ebshillat <\/h3>\n
\nP\u00ebrgjith\u00ebsisht, puna n\u00eb hackathon \u00ebsht\u00eb nj\u00eb eksperienc\u00eb e shum\u00ebanshme dhe \u00ebsht\u00eb e v\u00ebshtir\u00eb t\u00eb formulohet nj\u00eb list\u00eb rregullash. Sidoqoft\u00eb, d\u00ebshiroj t\u00eb sjell nj\u00eb list\u00eb v\u00ebzhgimesh q\u00eb mund t'i ndihmojn\u00eb fillestar\u00ebt: <\/p>\n
    \n
  1. Mos kini frik\u00eb t\u00eb shkoni n\u00eb hackathona edhe n\u00ebse nuk keni p\u00ebrvoj\u00eb ose nj\u00eb ekip. Mendoni mbi at\u00eb se si mund t\u00eb jeni t\u00eb dobish\u00ebm. P\u00ebr shembull, ndoshta keni nj\u00eb ide interesante ose jeni t\u00eb aft\u00eb n\u00eb ndonj\u00eb fush\u00eb? Mund t\u00eb p\u00ebrdorni njohurit\u00eb tuaja t\u00eb fush\u00ebs gjat\u00eb formulimit t\u00eb problemit dhe t\u00eb gjeni m\u00ebnyra jo triviale p\u00ebr ta zgjidhur. Apo ndoshta jeni m\u00eb t\u00eb aft\u00eb se t\u00eb tjer\u00ebt n\u00eb k\u00ebrkimin n\u00eb Google? Aft\u00ebsia juaj do t'ju ndihmoj\u00eb t\u00eb kurseni shum\u00eb koh\u00eb n\u00ebse mund t\u00eb gjeni zgjidhje t\u00eb gatshme n\u00eb GitHub. Ose ndoshta jeni shum\u00eb t\u00eb njohur me optimizimin e parametrave t\u00eb LightGBM? N\u00eb k\u00ebt\u00eb rast, mos shkoni n\u00eb hackathon, por d\u00ebshmoni k\u00ebt\u00eb n\u00eb kompeticionet e Kaggle. <\/li>\n
  2. 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 t\u00eb identifikoni at\u00eb. Kontrolloni n\u00ebse problemi i identifikuar \u00ebsht\u00eb i v\u00ebrtet\u00eb p\u00ebr kompanin\u00eb. Vler\u00ebsoni zgjidhjen tuaj n\u00eb lidhje me problemin; b\u00ebni 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 duhmja e zgjidhjes s\u00eb propozuar. Arkitektura e rrjetit tuaj nervor ose sa dor\u00eb-humbje keni pasur nuk i intereson shum\u00eb askujt. <\/li>\n
  3. Vizitoni sa m\u00eb shum\u00eb hackathona, por mos hezitoni t\u00eb largoheni nga ngjarje t\u00eb keqorganizuara. <\/li>\n
  4. Shtoni rezultatet e pun\u00ebs tuaj n\u00eb hackathon n\u00eb CV-n\u00eb tuaj dhe mos u frik\u00ebsoni t\u00eb flisni publikisht p\u00ebr t\u00eb. <\/li>\n<\/ol>\n
    \n\"Pse
    \nQ\u00ebllimi i hackathon-eve. Shkurtimisht<\/i>
    \n
    Burimi:     habr.com<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"
    \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, […]<\/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-news"],"aioseo_notices":[],"aioseo_head":"\n\t\t\n\t\n\t\n\t\n\t\n\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\n","aioseo_head_json":{"title":"\ud83e\udd47Pse duhet t\u00eb merrni pjes\u00eb n\u00eb hackathon-e | ProHoster","description":"Rreth nj\u00eb vit e gjysm\u00eb m\u00eb par\u00eb fillova t\u00eb marr pjes\u00eb n\u00eb.","canonical_url":"https:\/\/prohoster.info\/sq\/blog\/news\/pochemu-vam-stoit-uchastvovat-v-hakatonah","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":null,"og:locale":"sq_AL","og:site_name":"ProHoster | \u041a\u0443\u043f\u0438\u0442\u044c \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0439 \u0445\u043e\u0441\u0442\u0438\u043d\u0433 \u0434\u043b\u044f \u0441\u0430\u0439\u0442\u043e\u0432 \u0441 \u0437\u0430\u0449\u0438\u0442\u043e\u0439 \u043e\u0442 DDoS, VPS VDS \u0441\u0435\u0440\u0432\u0435\u0440\u044b","og:type":"article","og:title":"\ud83e\udd47\u041f\u043e\u0447\u0435\u043c\u0443 \u0432\u0430\u043c \u0441\u0442\u043e\u0438\u0442 \u0443\u0447\u0430\u0441\u0442\u0432\u043e\u0432\u0430\u0442\u044c \u0432 \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u0430\u0445 | ProHoster","og:description":"\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.","og:url":"https:\/\/prohoster.info\/sq\/blog\/news\/pochemu-vam-stoit-uchastvovat-v-hakatonah","og:image":"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg","og:image:secure_url":"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg","og:image:width":350,"og:image:height":350,"article:published_time":"2019-10-31T18:53:45+00:00","article:modified_time":"2019-10-31T18:53:45+00:00","article:publisher":"https:\/\/www.facebook.com\/prohoster","article:author":"https:\/\/www.facebook.com\/prohoster"},"aioseo_meta_data":{"post_id":"33614","title":null,"description":null,"keywords":null,"keyphrases":null,"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":null,"og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"","isEnabled":true},"graphs":[]},"schema_type":null,"schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":null,"robots_max_videopreview":null,"robots_max_imagepreview":"large","priority":null,"frequency":null,"local_seo":null,"seo_analyzer_scan_date":"2026-01-21 16:01:13","breadcrumb_settings":null,"limit_modified_date":false,"reviewed_by":null,"ai":null,"created":"2021-02-28 22:59:14","updated":"2026-01-21 16:01:13","focus_keyword":null,"additional_keywords":null,"truseo_locale":null},"gt_translate_keys":[{"key":"link","format":"url"}],"_links":{"self":[{"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/posts\/33614","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/comments?post=33614"}],"version-history":[{"count":0,"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/posts\/33614\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/media\/25305"}],"wp:attachment":[{"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/media?parent=33614"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/categories?post=33614"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/prohoster.info\/sq\/wp-json\/wp\/v2\/tags?post=33614"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}