{"id":16,"date":"2013-09-30T10:52:27","date_gmt":"2013-09-30T08:52:27","guid":{"rendered":"http:\/\/smad.mini.pw.edu.pl\/?page_id=16"},"modified":"2026-04-02T13:22:30","modified_gmt":"2026-04-02T11:22:30","slug":"przedmioty-2","status":"publish","type":"page","link":"https:\/\/smad.mini.pw.edu.pl\/?page_id=16","title":{"rendered":"Plan studi\u00f3w"},"content":{"rendered":"<table width=\"100%\">\n<tbody>\n<tr>\n<td class=\"caption\" colspan=\"8\"><strong>Semestr I<\/strong><\/td>\n<\/tr>\n<tr>\n<td class=\"head\">Lp.<\/td>\n<td class=\"head\" align=\"left\">Nazwa przedmiotu<\/td>\n<td class=\"head\"><abbr title=\"Liczba punkt\u00f3w ECTS\">ECTS<\/abbr><\/td>\n<td class=\"head\"><abbr title=\"Liczba godzin wyk\u0142adowych w tygodniu\">W<\/abbr><\/td>\n<td class=\"head\"><abbr title=\"Liczba godzin \u0107wiczeniowych w tygodniu\">\u0106<\/abbr><\/td>\n<td class=\"head\"><abbr title=\"Liczba godzin zaj\u0119\u0107 laboratoryjnych w tygodniu\">L<\/abbr><\/td>\n<td class=\"head\"><abbr title=\"Liczba godzin \u0107wicze\u0144 projektowych w tygodniu\">P<\/abbr><\/td>\n<td class=\"head\"><abbr title=\"Egzamin\/zaliczenie\">E\/Z<\/abbr><\/td>\n<\/tr>\n<tr>\n<td>1.<\/td>\n<td align=\"left\">Analiza wielowymiarowa<\/td>\n<td>6<\/td>\n<td>2<\/td>\n<td>2<\/td>\n<td>0<\/td>\n<td>0<\/td>\n<td>E<\/td>\n<\/tr>\n<tr>\n<td>2.<\/td>\n<td align=\"left\">Statystyka nieparametryczna<\/td>\n<td>6<\/td>\n<td>2<\/td>\n<td>2<\/td>\n<td>0<\/td>\n<td>0<\/td>\n<td>E<\/td>\n<\/tr>\n<tr>\n<td>3.<\/td>\n<td align=\"left\">Zaawansowane metody Monta-Carlo<\/td>\n<td>6<\/td>\n<td>2<\/td>\n<td>0<\/td>\n<td>2<\/td>\n<td>0<\/td>\n<td>E<\/td>\n<\/tr>\n<tr>\n<td>4.<\/td>\n<td align=\"left\">Seminarium: wybrane zagadnienia statystyki<\/td>\n<td>2<\/td>\n<td>0<\/td>\n<td>2<\/td>\n<td>0<\/td>\n<td>0<\/td>\n<td><\/td>\n<\/tr>\n<tr class=\"summary\">\n<td colspan=\"2\" align=\"right\">Razem:<\/td>\n<td>20<\/td>\n<td>6<\/td>\n<td>6<\/td>\n<td>2<\/td>\n<td>0<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td class=\"caption\" colspan=\"8\"><strong>Semestr II<\/strong><\/td>\n<\/tr>\n<tr>\n<td class=\"head\">Lp.<\/td>\n<td class=\"head\" align=\"left\">Nazwa przedmiotu<\/td>\n<td class=\"head\"><abbr title=\"Liczba punkt\u00f3w ECTS\">ECTS<\/abbr><\/td>\n<td class=\"head\"><abbr title=\"Liczba godzin wyk\u0142adowych w tygodniu\">W<\/abbr><\/td>\n<td class=\"head\"><abbr title=\"Liczba godzin \u0107wiczeniowych w tygodniu\">\u0106<\/abbr><\/td>\n<td class=\"head\"><abbr title=\"Liczba godzin zaj\u0119\u0107 laboratoryjnych w tygodniu\">L<\/abbr><\/td>\n<td class=\"head\"><abbr title=\"Liczba godzin \u0107wicze\u0144 projektowych w tygodniu\">P<\/abbr><\/td>\n<td class=\"head\"><abbr title=\"Egzamin\/zaliczenie\">E\/Z<\/abbr><\/td>\n<\/tr>\n<tr>\n<td>1.<\/td>\n<td align=\"left\">Szeregi czasowe<\/td>\n<td>6<\/td>\n<td>2<\/td>\n<td>1<\/td>\n<td>1<\/td>\n<td>0<\/td>\n<td>E<\/td>\n<\/tr>\n<tr>\n<td>2.<\/td>\n<td align=\"left\">Uog\u00f3lnione modele liniowe<\/td>\n<td>6<\/td>\n<td>2<\/td>\n<td>0<\/td>\n<td>2<\/td>\n<td>0<\/td>\n<td>E<\/td>\n<\/tr>\n<tr>\n<td>3.<\/td>\n<td align=\"left\">Zaawansowane zagadnienia uczenia maszynowego<\/td>\n<td>6<\/td>\n<td>2<\/td>\n<td>0<\/td>\n<td>2<\/td>\n<td>0<\/td>\n<td>E<\/td>\n<\/tr>\n<tr>\n<td>4.<\/td>\n<td align=\"left\">Seminarium: wybrane zagadnienia statystyki<\/td>\n<td>2<\/td>\n<td>0<\/td>\n<td>2<\/td>\n<td>0<\/td>\n<td>0<\/td>\n<td><\/td>\n<\/tr>\n<tr class=\"summary\">\n<td colspan=\"2\" align=\"right\">Razem:<\/td>\n<td>20<\/td>\n<td>6<\/td>\n<td>3<\/td>\n<td>5<\/td>\n<td>0<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td class=\"caption\" colspan=\"8\"><strong>Semestr III<\/strong><\/td>\n<\/tr>\n<tr>\n<td class=\"head\">Lp.<\/td>\n<td class=\"head\" align=\"left\">Nazwa przedmiotu<\/td>\n<td class=\"head\"><abbr title=\"Liczba punkt\u00f3w ECTS\">ECTS<\/abbr><\/td>\n<td class=\"head\"><abbr title=\"Liczba godzin wyk\u0142adowych w tygodniu\">W<\/abbr><\/td>\n<td class=\"head\"><abbr title=\"Liczba godzin \u0107wiczeniowych w tygodniu\">\u0106<\/abbr><\/td>\n<td class=\"head\"><abbr title=\"Liczba godzin zaj\u0119\u0107 laboratoryjnych w tygodniu\">L<\/abbr><\/td>\n<td class=\"head\"><abbr title=\"Liczba godzin \u0107wicze\u0144 projektowych w tygodniu\">P<\/abbr><\/td>\n<td class=\"head\"><abbr title=\"Egzamin\/zaliczenie\">E\/Z<\/abbr><\/td>\n<\/tr>\n<tr>\n<td>1.<\/td>\n<td align=\"left\">Biostatystyka<\/td>\n<td>6<\/td>\n<td>2<\/td>\n<td>0<\/td>\n<td>2<\/td>\n<td>0<\/td>\n<td>E<\/td>\n<\/tr>\n<tr>\n<td>2.<\/td>\n<td align=\"left\">Metody bayesowskie<\/td>\n<td>6<\/td>\n<td>2<\/td>\n<td>2<\/td>\n<td>0<\/td>\n<td>0<\/td>\n<td>E<\/td>\n<\/tr>\n<tr>\n<td>3.<\/td>\n<td align=\"left\">Warsztaty badawcze<\/td>\n<td>6<\/td>\n<td>2<\/td>\n<td>0<\/td>\n<td>4<\/td>\n<td>0<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>4.<\/td>\n<td align=\"left\">Seminarium: wybrane zagadnienia statystyki<\/td>\n<td>2<\/td>\n<td>0<\/td>\n<td>2<\/td>\n<td>0<\/td>\n<td>0<\/td>\n<td><\/td>\n<\/tr>\n<tr class=\"summary\">\n<td colspan=\"2\" align=\"right\">Razem:<\/td>\n<td>20<\/td>\n<td>6<\/td>\n<td>4<\/td>\n<td>6<\/td>\n<td>0<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td class=\"caption\" colspan=\"8\"><strong>Semestr IV<\/strong><\/td>\n<\/tr>\n<tr>\n<td class=\"head\">Lp.<\/td>\n<td class=\"head\" align=\"left\">Nazwa przedmiotu<\/td>\n<td class=\"head\"><abbr title=\"Liczba punkt\u00f3w ECTS\">ECTS<\/abbr><\/td>\n<td class=\"head\"><abbr title=\"Liczba godzin wyk\u0142adowych w tygodniu\">W<\/abbr><\/td>\n<td class=\"head\"><abbr title=\"Liczba godzin \u0107wiczeniowych w tygodniu\">\u0106<\/abbr><\/td>\n<td class=\"head\"><abbr title=\"Liczba godzin zaj\u0119\u0107 laboratoryjnych w tygodniu\">L<\/abbr><\/td>\n<td class=\"head\"><abbr title=\"Liczba godzin \u0107wicze\u0144 projektowych w tygodniu\">P<\/abbr><\/td>\n<td class=\"head\"><abbr title=\"Egzamin\/zaliczenie\">E\/Z<\/abbr><\/td>\n<\/tr>\n<tr>\n<td>1.<\/td>\n<td align=\"left\">Seminarium dyplomowe<\/td>\n<td>2<\/td>\n<td>0<\/td>\n<td>2<\/td>\n<td>0<\/td>\n<td>0<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>2.<\/td>\n<td align=\"left\">Przygotowanie pracy dyplomowej<\/td>\n<td>20<\/td>\n<td>0<\/td>\n<td>0<\/td>\n<td>0<\/td>\n<td>0<\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>3.<\/td>\n<td align=\"left\">Warsztaty badawcze<\/td>\n<td>6<\/td>\n<td>2<\/td>\n<td>0<\/td>\n<td>4<\/td>\n<td>0<\/td>\n<td><\/td>\n<\/tr>\n<tr class=\"summary\">\n<td colspan=\"2\" align=\"right\">Razem:<\/td>\n<td>28<\/td>\n<td>2<\/td>\n<td>2<\/td>\n<td>4<\/td>\n<td>0<\/td>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>Sugerowane przedmioty obieralne:<\/h3>\n<ul>\n<li><a href=\"http:\/\/gagolewski.rexamine.com\/teaching\/\">Programowanie i analiza danych w R<\/a><\/li>\n<li><a href=\"http:\/\/gagolewski.rexamine.com\/teaching\/\">Programowanie w R dla zaawansowanych<\/a><\/li>\n<li><a href=\"http:\/\/gagolewski.rexamine.com\/teaching\/\">Przetwarzanie i analiza danych w j\u0119zyku Python<\/a><\/li>\n<li>Przetwarzanie i analiza danych w systemie SAS<\/li>\n<li><a href=\"https:\/\/github.com\/pbiecek\/RandBigData\/tree\/master\/MINI_2015\">R i Big Data<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/pbiecek\/TechnikiWizualizacjiDanych\/tree\/master\/MINI_MIMUW_2014\">Techniki wizualizacji danych<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Semestr I Lp. Nazwa przedmiotu ECTS W \u0106 L P E\/Z 1. Analiza wielowymiarowa 6 2 2 0 0 E 2. Statystyka nieparametryczna 6 2 2 0 0 E 3. Zaawansowane metody Monta-Carlo 6 2 0 2 0 E 4. Seminarium: wybrane zagadnienia statystyki 2 0 2 0 0 Razem: 20 6 6 2 0 &hellip; <a href=\"https:\/\/smad.mini.pw.edu.pl\/?page_id=16\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">Plan studi\u00f3w<\/span> <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":10,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-16","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/smad.mini.pw.edu.pl\/index.php?rest_route=\/wp\/v2\/pages\/16","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/smad.mini.pw.edu.pl\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/smad.mini.pw.edu.pl\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/smad.mini.pw.edu.pl\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/smad.mini.pw.edu.pl\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=16"}],"version-history":[{"count":36,"href":"https:\/\/smad.mini.pw.edu.pl\/index.php?rest_route=\/wp\/v2\/pages\/16\/revisions"}],"predecessor-version":[{"id":1262,"href":"https:\/\/smad.mini.pw.edu.pl\/index.php?rest_route=\/wp\/v2\/pages\/16\/revisions\/1262"}],"wp:attachment":[{"href":"https:\/\/smad.mini.pw.edu.pl\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=16"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}