{"id":36809,"date":"2019-10-31T22:13:56","date_gmt":"2019-10-31T19:13:56","guid":{"rendered":"https:\/\/prohoster.info\/blog\/kak-stavit-seti-na-nachinayushhih-analitikov-ili-obzor-na-onlajn-kurs-start-v-data-science\/"},"modified":"2019-10-31T22:13:56","modified_gmt":"2019-10-31T19:13:56","slug":"kak-stavit-seti-na-nachinayushhih-analitikov-ili-obzor-na-onlajn-kurs-start-v-data-science","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/news\/kak-stavit-seti-na-nachinayushhih-analitikov-ili-obzor-na-onlajn-kurs-start-v-data-science","title":{"rendered":"\u00abSi t\u00eb vendosni rrjete p\u00ebr analist\u00ebt fillestar\u00eb\u00bb ose nj\u00eb p\u00ebrmbledhje e kursit online \u00abFillimi n\u00eb Data Science\u00bb","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Ka kaluar nj\u00eb \u201cmij\u00eb vjet\u201d q\u00eb nuk kam shkruar asgj\u00eb, por papritur doli nj\u00eb arsye p\u00ebr t\u2019i hequr pluhurin mini-ciklit t\u00eb publikimeve p\u00ebr \u201cm\u00ebsimin e Data Science nga e para\u201d. N\u00eb reklamat kontekstuale t\u00eb nj\u00ebrit prej rrjeteve sociale, si edhe n\u00eb \u201cHabr\u201d-in tim t\u00eb preferuar, hasa informacion p\u00ebr kursin <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/netologyru\/blog\/460701\/\">\u201cStart n\u00eb Data Science\u201d<\/a><\/noindex>. Kushtonte fare pak, nd\u00ebrsa p\u00ebrshkrimi i kursit ishte plot ngjyra dhe shum\u00eb premtues. \u201cPse t\u00eb mos i rifreskoj aft\u00ebsit\u00eb e ndryshkura nga mospraktikimi duke ndjekur nj\u00eb kurs tjet\u00ebr?\u201d \u2014 mendova. Rol luajti edhe kureshtja: prej koh\u00ebsh doja t\u00eb shihja si \u00ebsht\u00eb organizuar procesi i m\u00ebsimit te kjo kompani.<\/p>\n<p>Po e them q\u00eb n\u00eb fillim: nuk kam asnj\u00eb lidhje me krijuesit e k\u00ebtij kursi apo me konkurrent\u00ebt e tyre. I gjith\u00eb materiali i artikullit \u00ebsht\u00eb vler\u00ebsimi im subjektiv, me nj\u00eb nuanc\u00eb t\u00eb leht\u00eb ironie.<br \/>\nPra, ende nuk e dini ku t\u2019i investoni 990 rublat tuaja t\u00eb fituara me mund? At\u00ebher\u00eb ju ftoj t\u00eb vazhdoni m\u00eb posht\u00eb.<\/p>\n<p><img decoding=\"async\" alt=\"\u00abSi t\u00eb vendosni rrjete p\u00ebr analist\u00ebt fillestar\u00eb\u00bb ose nj\u00eb p\u00ebrmbledhje e kursit online \u00abFillimi n\u00eb Data Science\u00bb\" src=\"\/wp-content\/uploads\/2019\/08\/31f926ec46a92d47291a3aa14758178f.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><br \/>\nSi nj\u00eb hyrje t\u00eb shkurt\u00ebr, po them se jam disi skeptik ndaj kurseve shum\u00eb premtuese q\u00eb supozohet se mund ta kthejn\u00eb nj\u00eb fillestar p\u00ebr pak koh\u00eb n\u00eb nj\u00eb \u201canalist t\u00eb suksessh\u00ebm t\u00eb t\u00eb dh\u00ebnave me pag\u00eb mbi 100 000 rubla\u201d (edhe pse k\u00ebt\u00eb me siguri e kuptuat nga figura kryesore e artikullit).<\/p>\n<p>Disa vite m\u00eb par\u00eb, n\u00eb kulmin e reklamimit aktiv t\u00eb trajnimeve p\u00ebr Data Science, u p\u00ebrpoqa n\u00eb m\u00ebnyra t\u00eb ndryshme t\u00eb m\u00ebsoja t\u00eb pakt\u00ebn di\u00e7ka nga fusha e shkenc\u00ebs s\u00eb t\u00eb dh\u00ebnave dhe ndava me lexuesit e Habr-it sh\u00ebnime p\u00ebr p\u00ebrvojat jo fort t\u00eb lehta q\u00eb mora.<\/p>\n<p><b class=\"spoiler_title\">Artikuj t\u00eb tjer\u00eb t\u00eb ciklit<\/b>1. M\u00ebsojm\u00eb bazat:<\/p>\n<ul>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/habrahabr.ru\/post\/331118\/\">\u201cKapju, Data e madhe dhe e vog\u00ebl!\u201d \u2014 (P\u00ebrmbledhje e shkurt\u00ebr e kurseve t\u00eb Data Science nga Cognitive Class)<\/a><\/noindex><\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/habrahabr.ru\/post\/331794\/\">\u201cTani t\u00eb ka num\u00ebruar edhe ty\u201d ose Shkenca e t\u00eb dh\u00ebnave nga e para (Data Science from Scratch)<\/a><\/noindex><\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/habrahabr.ru\/post\/331992\/\">\u201cAjsbergu n\u00eb vend t\u00eb Oskarit!\u201d ose si u p\u00ebrpoqa t\u00eb m\u00ebsoja bazat e DataScience n\u00eb Kaggle<\/a><\/noindex><\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/habrahabr.ru\/post\/335214\/\">\u201cLokomotiva e vog\u00ebl q\u00eb ia doli!\u201d ose \u201cSpecializimi Machine Learning dhe analiza e t\u00eb dh\u00ebnave\u201d, me syt\u00eb e nj\u00eb fillestari n\u00eb Data Science<\/a><\/noindex><\/li>\n<\/ul>\n<p>\n2. V\u00ebm\u00eb n\u00eb praktik\u00eb aft\u00ebsit\u00eb e para<\/p>\n<ul>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/habrahabr.ru\/post\/337040\"> \u201cKryengritja e MachineLearning\u201d ose si t\u00eb kombinosh hobin p\u00ebr Data Science me analiz\u00ebn e spektrave t\u00eb llambave<\/a><\/noindex><\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/habrahabr.ru\/post\/337438\/\"> \u201cSi me nota!\u201d ose Machine Learning (Data science) n\u00eb C# me ndihm\u00ebn e Accord.NET Framework<\/a><\/noindex><\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/habrahabr.ru\/post\/338124\/\"> \u201cP\u00ebrdor Forc\u00ebn e Machine Learning, Luke!\u201d ose klasifikimi automatik i ndri\u00e7uesve sipas KSS<\/a><\/noindex><\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/habrahabr.ru\/post\/340698\/\"> \u201c4 dasma dhe nj\u00eb funeral\u201d ose regresioni linear p\u00ebr analiz\u00ebn e t\u00eb dh\u00ebnave t\u00eb hapura t\u00eb qeveris\u00eb s\u00eb Mosk\u00ebs<\/a><\/noindex><\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/346222\/\"> \u201cLet\u00ebr sulltanit turk\u201d ose regresioni linear n\u00eb C# me ndihm\u00ebn e Accord.NET p\u00ebr analiz\u00ebn e t\u00eb dh\u00ebnave t\u00eb hapura t\u00eb Mosk\u00ebs<\/a><\/noindex><\/li>\n<\/ul>\n<p>\nDhe ja, pas nj\u00eb kohe t\u00eb gjat\u00eb, vendosa t\u00eb provoj edhe nj\u00eb kurs tjet\u00ebr.<\/p>\n<h4>P\u00ebrshkrimi i kursit:<\/h4>\n<p>\nP\u00ebrshkrimi i kursit \u00abStart n\u00eb Data Science\u00bb premton se, duke shpenzuar vet\u00ebm 990 rubla <i>(n\u00eb momentin e shkrimit t\u00eb artikullit)<\/i> do t\u00eb marrim nj\u00eb kurs kat\u00ebrjavor n\u00eb format videoleksionesh dhe detyrash praktike p\u00ebr fillestar\u00eb. Gjithashtu, t\u00eb mos harrojm\u00eb kompensimin e nj\u00eb pjese t\u00eb kostos s\u00eb kursit n\u00eb form\u00ebn e zbritjes tatimore (premtojn\u00eb t\u2019i d\u00ebrgojn\u00eb t\u00eb gjitha dokumentet me email). <\/p>\n<p>Brenda kursit ka dy blloqe t\u00eb kusht\u00ebzuara: nj\u00ebri shpjegon se \u00e7far\u00eb \u00ebsht\u00eb \u00abShkenca e t\u00eb Dh\u00ebnave\u00bb, cilat jan\u00eb drejtimet m\u00eb t\u00eb njohura dhe si mund t\u00eb zhvillohet karriera n\u00eb fush\u00ebn e Data Science. Blloku i dyt\u00eb trajton pes\u00eb mjete p\u00ebr analiz\u00ebn e t\u00eb dh\u00ebnave: Excel, SQL, Python, Power BI dhe \u00abKultura e pun\u00ebs me t\u00eb dh\u00ebnat\u00bb. <\/p>\n<p>N\u00eb pamje t\u00eb par\u00eb ting\u00ebllon josh\u00ebse, ndaj e paguajm\u00eb kursin dhe presim dat\u00ebn e nisjes.<\/p>\n<p>Me pritshm\u00ebri hyjm\u00eb n\u00eb kabinetin personal nj\u00eb dit\u00eb para fillimit t\u00eb kursit, lexojm\u00eb fjal\u00ebt p\u00ebrsh\u00ebndet\u00ebse nga autor\u00ebt dhe presim njoftimin p\u00ebr nisjen e shum\u00ebpritur.<\/p>\n<p>Koha kaloi pa u ndjer\u00eb, \u00abDita D\u00bb erdhi dhe mund t\u00eb fillojm\u00eb m\u00ebsimin. Duke hapur leksionin e par\u00eb, shohim skem\u00ebn e zakonshme p\u00ebr platformat e m\u00ebsimit online: videoleksion, materiale shtes\u00eb, teste dhe detyra sht\u00ebpie. N\u00ebse keni p\u00ebrdorur ndonj\u00ebher\u00eb Coursera, EDX ose Stepik, nuk duhet t\u00eb hasni asnj\u00eb problem.<\/p>\n<h4>Brenda kursit:<\/h4>\n<p>\nLe t\u2019i marrim gj\u00ebrat me radh\u00eb. Tema e leksionit t\u00eb par\u00eb \u00ebsht\u00eb \u00abP\u00ebrmbledhje e DS: baza, p\u00ebrfitimet, zbatimi\u00bb, dhe ai nis me nj\u00eb videoleksion, si edhe t\u00eb gjitha leksionet pasuese.<\/p>\n<p>Dhe q\u00eb n\u00eb fillim ndihet se autor\u00ebt jan\u00eb udh\u00ebhequr nga qasja <b>\u00abEdhe k\u00ebshtu b\u00ebn\u00bb <\/b>nga vizatimi im i preferuar sovjetik.<\/p>\n<p>Q\u00eb n\u00eb minut\u00ebn e par\u00eb kupton se materiali i kursit nuk \u00ebsht\u00eb regjistruar enkas, por \u00ebsht\u00eb shk\u00ebputur nga ndonj\u00eb leksion tjet\u00ebr i hapur ose nga kurse t\u00eb specializuara. Gjithashtu, videos <b>i mungojn\u00eb titrat dhe mund\u00ebsia e shkarkimit <\/b> p\u00ebr ta par\u00eb offline.<\/p>\n<p>Pas leksionit ofrohen materiale shtes\u00eb p\u00ebr m\u00ebsimin (prezantimi nga videoleksioni dhe literatura e rekomanduar), t\u00eb cilat nuk do t\u2019i shqyrtojm\u00eb. <\/p>\n<p>M\u00eb pas na pret nj\u00eb test. Testet ndryshojn\u00eb si p\u00ebr nga niveli i v\u00ebshtir\u00ebsis\u00eb, ashtu edhe p\u00ebr nga p\u00ebrputhshm\u00ebria e pyetjeve me materialin e kaluar.<\/p>\n<p>Dhe pik\u00ebrisht k\u00ebtu shfaqet s\u00ebrish mungesa e interesit p\u00ebr rezultatin e t\u00eb nx\u00ebnit, <b>testin mund ta d\u00ebshtoni, por kjo nuk ndikon n\u00eb asgj\u00eb<\/b>, m\u00ebsimin gjithsesi do ta kaloni me sukses, nd\u00ebrsa k\u00ebrkesa p\u00ebr nj\u00eb p\u00ebrpjekje shtes\u00eb p\u00ebr ta rimarr\u00eb me shum\u00eb gjasa do t\u00eb mbetet pa p\u00ebrgjigje. <\/p>\n<p>M\u00eb tej, skema e m\u00ebsimit: \u00abvideo -&gt; materiale shtes\u00eb -&gt; test\u00bb do t\u00eb jet\u00eb baza e gjith\u00eb kursit. <\/p>\n<p>Her\u00eb pas here, m\u00ebsimi do t\u00eb plot\u00ebsohet me anketime dhe detyra t\u00eb pavarura p\u00ebr n\u00eb sht\u00ebpi.<\/p>\n<p>N\u00eb total ka vet\u00ebm dy detyra sht\u00ebpie. Dhe, p\u00ebr t\u00eb qen\u00eb i sinqert\u00eb, un\u00eb p\u00ebrfundova vet\u00ebm nj\u00ebr\u00ebn. <\/p>\n<p>Si detyr\u00eb e par\u00eb p\u00ebr n\u00eb sht\u00ebpi, duhet t\u00eb d\u00ebrgoni CV-n\u00eb tuaj me p\u00ebrshkrimin e aft\u00ebsive kryesore. Nuk mund ta them me 100% siguri, por m\u00eb duket se do t\u00eb pranojn\u00eb pothuajse \u00e7do CV dhe do ta llogarisin detyr\u00ebn si t\u00eb kryer. Pas detyr\u00ebs do t\u2019ju d\u00ebrgojn\u00eb materiale shtes\u00eb \u2014 rekomandime. Duke kujtuar sa shum\u00eb jam munduar me detyrat e sht\u00ebpis\u00eb n\u00eb Coursera, madje u zhg\u00ebnjeva pak nga kjo thjesht\u00ebsi.<\/p>\n<p>Pas p\u00ebrfundimit t\u00eb pjes\u00ebs hyr\u00ebse nis studimi i shum\u00ebpritur i \u00abMjeteve p\u00ebr fillimin e pun\u00ebs n\u00eb Data Science\u00bb. Dhe i pari vjen m\u00ebsimi me titullin pompoz: \u00abPuna n\u00eb Excel: zhvillimi i aft\u00ebsive nga zero deri te analisti\u00bb.<\/p>\n<p>Uau! Ting\u00ebllon t\u00ebrheq\u00ebse, por n\u00eb praktik\u00eb diferenca mes pritshm\u00ebris\u00eb dhe realitetit \u00ebsht\u00eb po aq e madhe sa mes fotos s\u00eb hamburgerit n\u00eb reklam\u00ebn e fast-food-it dhe asaj q\u00eb ju japin te kasa. <\/p>\n<p>N\u00eb thelb, do t\u00eb shohim se si, duke kaluar nga plot\u00ebsimi automatik i qelizave n\u00eb Excel te nj\u00eb shpjegim i paqart\u00eb i funksionit \u00abVLOOKUP()\u00bb, lektori do t\u00eb luhatet si Hamleti mes pyetjes \u00abTo be, or not to be\u00bb: \u00abT\u00eb shpjegohet gjith\u00e7ka p\u00ebr fillestar\u00ebt\u00bb apo \u00abT\u00eb jepet material interesant p\u00ebr profesionist\u00ebt\u00bb. Sipas mendimit tim subjektiv, nuk u arrit as nj\u00ebra, as tjetra. <\/p>\n<p>Ve\u00e7an\u00ebrisht interesante \u00ebsht\u00eb q\u00eb, megjith\u00ebse n\u00eb kuad\u00ebr t\u00eb kursit nuk parashikohet webinar live. Pra, k\u00ebto nuk jan\u00eb regjistrime t\u00eb atyre m\u00ebsimeve q\u00eb keni humbur, por thjesht regjistrime t\u00eb m\u00ebsimeve q\u00eb jan\u00eb zhvilluar dikur shum\u00eb koh\u00eb m\u00eb par\u00eb (shih figur\u00ebn m\u00eb posht\u00eb), autor\u00ebt gjithsesi vendos\u00ebn ta ruajn\u00eb atmosfer\u00ebn <i>(ose ndoshta thjesht u treguan dembel\u00eb)<\/i> dhe <b>ju detyrojn\u00eb t\u00eb shikoni p\u00ebr pes\u00eb minuta se si lektori zgjidh problemet me z\u00ebrin<\/b>. <\/p>\n<p><img decoding=\"async\" alt=\"\u00abSi t\u00eb vendosni rrjete p\u00ebr analist\u00ebt fillestar\u00eb\u00bb ose nj\u00eb p\u00ebrmbledhje e kursit online \u00abFillimi n\u00eb Data Science\u00bb\" src=\"\/wp-content\/uploads\/2019\/08\/1e81d4bc8c1511490175f833678a78aa.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nPas videos, sipas skem\u00ebs standarde, vijn\u00eb materialet shtes\u00eb dhe testi.<\/p>\n<p>Tema e radh\u00ebs \u00ebsht\u00eb gjuha SQL. N\u00eb m\u00ebsim jepen bazat kryesore dhe shembuj t\u00eb pun\u00ebs me k\u00ebrkesat SQL; n\u00eb parim, video dhe artikuj mbi k\u00ebt\u00eb tem\u00eb mund t\u00eb <b>gjenden leht\u00ebsisht n\u00eb internet, krejt\u00ebsisht falas<\/b>.<\/p>\n<p>Pas SQL vjen nj\u00eb m\u00ebsim p\u00ebr p\u00ebrpunimin e nj\u00eb dataseti nga Kagle me ndihm\u00ebn e bibliotek\u00ebs Python \u00abPandas\u00bb. Struktura e m\u00ebsimit nuk ka ndryshuar: video -&gt; materiale shtes\u00eb -&gt; test. Nuk parashikohen detyra shtes\u00eb, madje nuk ka as ushtrim me kontroll automatik t\u00eb rezultateve. Pra, nuk do t\u2019ju duhet aspak t\u00eb instaloni \u00abAnaconda\u00bb dhe t\u00eb shkruani kod. Gjithashtu<b> vlen t\u00eb p\u00ebrmendet madh\u00ebsia e vog\u00ebl e fontit t\u00eb kodit n\u00eb video-leksion<\/b>, ndaj ta shikosh nga telefoni \u00ebsht\u00eb e pakuptimt\u00eb, nd\u00ebrsa edhe n\u00eb monitor duhej par\u00eb pothuajse nga fare af\u00ebr.<\/p>\n<p>M\u00ebsimi i kat\u00ebrt \u00abVizualizimi i nj\u00eb raporti logjistik n\u00eb PBI p\u00ebr 10 minuta\u00bb <code> (meq\u00eb ra fjala, videoja zgjat rreth 50 minuta) <\/code>. N\u00eb k\u00ebt\u00eb video prezantohet nj\u00eb mjet interesant i Power BI; t\u00eb jem i sinqert\u00eb, nuk kisha d\u00ebgjuar kurr\u00eb m\u00eb par\u00eb p\u00ebr t\u00eb. <\/p>\n<h4>P\u00ebrfundim i papritur i kursit:<\/h4>\n<p>\nM\u00ebsimi i pest\u00eb dhe i fundit flet p\u00ebr parimet e p\u00ebrgjithshme t\u00eb ruajtjes korrekte t\u00eb t\u00eb dh\u00ebnave; leksioni, s\u00ebrish, \u00ebsht\u00eb marr\u00eb nga nj\u00eb kurs tjet\u00ebr. N\u00eb k\u00ebt\u00eb m\u00ebsim, p\u00ebrve\u00e7 testit standard, rishfaqet edhe detyra e sht\u00ebpis\u00eb, por un\u00eb nuk e b\u00ebra. Doni t\u00eb dini pse?<\/p>\n<p>Sepse, kur hapa sot faqen e kursit, t\u00eb cilin e kisha p\u00ebrfunduar vet\u00ebm p\u00ebrgjysm\u00eb, pash\u00eb k\u00ebt\u00eb:<\/p>\n<p><img decoding=\"async\" alt=\"\u00abSi t\u00eb vendosni rrjete p\u00ebr analist\u00ebt fillestar\u00eb\u00bb ose nj\u00eb p\u00ebrmbledhje e kursit online \u00abFillimi n\u00eb Data Science\u00bb\" src=\"\/wp-content\/uploads\/2019\/08\/0001864625a8e7a7d54518679c6263c8.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nDometh\u00ebn\u00eb <b>sistemi llogariti se e kisha p\u00ebrfunduar me sukses kursin, edhe pse n\u00eb fakt nuk e kisha mbaruar<\/b>. <\/p>\n<p>Madje, edhe pasi pash\u00eb t\u00eb gjitha videot e mbetura dhe b\u00ebra testet, num\u00ebruesi nuk ndryshoi dhe mbeti n\u00eb shifr\u00ebn 56%. Mendoj se <b>mund t\u00eb mos kisha par\u00eb fare asgj\u00eb dhe t\u00eb mos kisha b\u00ebr\u00eb asnj\u00eb test, e prap\u00eb do t\u00eb kisha marr\u00eb \u00abDiplom\u00ebn\u00bb<\/b>.<\/p>\n<p>Ve\u00e7an\u00ebrisht \u00e7udit\u00ebse \u00ebsht\u00eb q\u00eb n\u00eb njoftimin zyrtar kursi zgjaste nga 22 korriku deri m\u00eb 14 gusht, nd\u00ebrsa mua \u00abDiploma\u00bb m\u2019u l\u00ebshua q\u00eb m\u00eb 04.08.2019. <\/p>\n<h4>P\u00ebrfundimi i trajnimit<\/h4>\n<p>\nFaqja e kompanis\u00eb, n\u00eb p\u00ebrfundim t\u00eb trajnimit, na premton: \u00abKualifikimin tuaj do ta konfirmojn\u00eb dokumente t\u00eb formatit zyrtar\u00bb. Por ja problemi: ky kurs, me sa duket, nuk \u00ebsht\u00eb as program rikualifikimi dhe as program formimi t\u00eb vazhduesh\u00ebm, q\u00eb do t\u00eb thot\u00eb se do t\u00eb merrni thjesht nj\u00eb <b>\u00abcertifikat\u00eb\u00bb, e cila n\u00eb thelb nuk ka asnj\u00eb status zyrtar<\/b>.<\/p>\n<p>Ndoshta pyetja e arsyeshme do t\u00eb ishte: \u00abPo \u00e7far\u00eb prisje p\u00ebr 990 rubla?\u00bb. T\u00eb jem i sinqert\u00eb, nuk prisja asgj\u00eb. \u00cbsht\u00eb e qart\u00eb se kurset cil\u00ebsore kushtojn\u00eb duksh\u00ebm m\u00eb shtrenjt\u00eb. Por problemi \u00ebsht\u00eb se ka kurse falas q\u00eb jo vet\u00ebm nuk jan\u00eb m\u00eb t\u00eb dob\u00ebta, por jan\u00eb shum\u00eb her\u00eb m\u00eb profesionale, p\u00ebr shembull kurset nga <noindex><a rel=\"nofollow\" href=\"https:\/\/docs.microsoft.com\/ru-ru\/learn\/browse\/?term=%D0%90%D0%BD%D0%B0%D0%BB%D0%B8%D0%B7%20%D0%B4%D0%B0%D0%BD%D0%BD%D1%8B%D1%85\">MVA<\/a><\/noindex> ose nga <noindex><a rel=\"nofollow\" href=\"https:\/\/cognitiveclass.ai\/courses\/\">Cognitive Class<\/a><\/noindex>. Edhe po ajo \u00abcertifikat\u00eb\u00bb p\u00ebr p\u00ebrfundimin e kursit (n\u00ebse i duhet dikujt), atje <b> mund t\u00eb merret plot\u00ebsisht falas<\/b>.<\/p>\n<p>Nga pikat pozitive, vlen t\u00eb theksohet se k\u00ebto materiale p\u00ebrmbledh\u00ebse jan\u00eb mbledhur n\u00eb nj\u00eb vend dhe p\u00ebr dik\u00eb q\u00eb nuk ka fare njohuri p\u00ebr Data Science do t\u00eb jet\u00eb v\u00ebrtet m\u00eb e leht\u00eb t\u00eb orientohet n\u00eb k\u00ebt\u00eb fush\u00eb.<\/p>\n<p>N\u00eb p\u00ebrfundim t\u00eb kursit na premtohet se do t\u00eb m\u00ebsojm\u00eb nj\u00eb mori mjetesh dhe n\u00eb CV-n\u00eb ton\u00eb do t\u00eb mund t\u00eb shkruajm\u00eb di\u00e7ka t\u00eb till\u00eb:<\/p>\n<p><img decoding=\"async\" alt=\"\u00abSi t\u00eb vendosni rrjete p\u00ebr analist\u00ebt fillestar\u00eb\u00bb ose nj\u00eb p\u00ebrmbledhje e kursit online \u00abFillimi n\u00eb Data Science\u00bb\" src=\"\/wp-content\/uploads\/2019\/08\/36afeb5acf408c8c44a8980f1f0cc616.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nN\u00eb praktik\u00eb<b> kjo \u00ebsht\u00eb nj\u00eb ekzagjerim shum\u00eb i madh<\/b>. P\u00ebr shum\u00eb prej mjeteve, n\u00eb thelb, thjesht do t\u00eb d\u00ebgjoni dhe asgj\u00eb m\u00eb tep\u00ebr.<\/p>\n<h4>CV<\/h4>\n<p>\nSipas mendimit tim, kursi ofron shum\u00eb pak vler\u00eb praktike; ve\u00e7an\u00ebrisht zhg\u00ebnjyese \u00ebsht\u00eb q\u00eb autor\u00ebt nuk jan\u00eb munduar t\u00eb regjistrojn\u00eb video-leksione t\u00eb ve\u00e7anta p\u00ebr t\u00eb. N\u00eb fakt, \u00ebsht\u00eb e turpshme t\u00eb k\u00ebrkosh para p\u00ebr di\u00e7ka t\u00eb till\u00eb, ose t\u00eb pakt\u00ebn \u00e7mimi duhet t\u00eb ishte 10 her\u00eb m\u00eb i ul\u00ebt. <\/p>\n<p>Por edhe nj\u00eb her\u00eb po e p\u00ebrs\u00ebris se gjith\u00e7ka e th\u00ebn\u00eb m\u00eb sip\u00ebr \u00ebsht\u00eb vet\u00ebm vler\u00ebsimi im subjektiv; ta ndiqni k\u00ebt\u00eb kurs apo jo, ju takon juve ta vendosni. <\/p>\n<p>P.S. Ndoshta me kalimin e koh\u00ebs autor\u00ebt e kursit do ta p\u00ebrmir\u00ebsojn\u00eb at\u00eb dhe i gjith\u00eb artikulli do ta humbas\u00eb aktualitetin.<br \/>\nP\u00ebr \u00e7do rast, po shkruaj se kjo vlen p\u00ebr lan\u00e7imin e par\u00eb fare t\u00eb k\u00ebtij kursi, nga 22 korriku deri m\u00eb 14 gusht<\/p>\n<p><i>P.P.S. N\u00ebse postimi ka dal\u00eb kaq i dob\u00ebt, do ta fshij, por fillimisht do t\u00eb doja t\u00eb lexoja kritikat; ndoshta thjesht duhet korrigjuar di\u00e7ka. Sepse p\u00ebr momentin kjo duket si votim negativ ndaj nj\u00eb kritike t\u00eb pak\u00ebndshme p\u00ebr nj\u00eb kurs jo cil\u00ebsor<\/i><br \/>\n<br \/>Burimi: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/462449\/\">habr.com<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0412\u043e\u0442 \u0443\u0436\u0435 \u00ab\u0442\u044b\u0441\u044f\u0447\u0443 \u043b\u0435\u0442\u00bb \u043d\u0438\u0447\u0435\u0433\u043e \u043d\u0435 \u043f\u0438\u0441\u0430\u043b, \u043d\u043e \u0432\u0434\u0440\u0443\u0433 \u043d\u0435\u043e\u0436\u0438\u0434\u0430\u043d\u043d\u043e \u043f\u043e\u044f\u0432\u0438\u043b\u0441\u044f \u043f\u043e\u0432\u043e\u0434 \u0441\u0434\u0443\u0442\u044c \u043f\u044b\u043b\u044c \u0441 \u043c\u0438\u043d\u0438-\u0446\u0438\u043a\u043b\u0430 \u043f\u0443\u0431\u043b\u0438\u043a\u0430\u0446\u0438\u0439 \u043f\u043e \u00ab\u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044e Data Science \u0441 \u043d\u0443\u043b\u044f\u00bb. \u0412 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u043d\u043e\u0439 \u0440\u0435\u043a\u043b\u0430\u043c\u0435 \u043e\u0434\u043d\u043e\u0439 \u0438\u0437 \u0441\u043e\u0446\u0441\u0435\u0442\u0435\u0439, \u0430 \u0442\u0430\u043a\u0436\u0435 \u043d\u0430 \u043b\u044e\u0431\u0438\u043c\u043e\u043c \u00ab\u0425\u0430\u0431\u0440\u0435\u00bb, \u044f \u043d\u0430\u0442\u043a\u043d\u0443\u043b\u0441\u044f \u043d\u0430 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044e \u043e \u043a\u0443\u0440\u0441\u0435 \u00ab\u0421\u0442\u0430\u0440\u0442 \u0432 Data Science\u00bb. \u0421\u0442\u043e\u0438\u043b \u043e\u043d \u0441\u0443\u0449\u0438\u0435 \u043a\u043e\u043f\u0435\u0439\u043a\u0438, \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u0435 \u043a\u0443\u0440\u0441\u0430 \u0431\u044b\u043b\u043e \u043a\u0440\u0430\u0441\u043e\u0447\u043d\u043e\u0435 \u0438 \u043c\u043d\u043e\u0433\u043e\u043e\u0431\u0435\u0449\u0430\u044e\u0449\u0435\u0435. \u00ab\u041f\u043e\u0447\u0435\u043c\u0443 [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":27575,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-36809","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.2.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u0412\u043e\u0442 \u0443\u0436\u0435 \u00ab\u0442\u044b\u0441\u044f\u0447\u0443 \u043b\u0435\u0442\u00bb \u043d\u0438\u0447\u0435\u0433\u043e \u043d\u0435 \u043f\u0438\u0441\u0430\u043b, \u043d\u043e \u0432\u0434\u0440\u0443\u0433 \u043d\u0435\u043e\u0436\u0438\u0434\u0430\u043d\u043d\u043e \u043f\u043e\u044f\u0432\u0438\u043b\u0441\u044f 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