{"id":11880,"date":"2026-06-15T19:01:56","date_gmt":"2026-06-15T17:01:56","guid":{"rendered":"https:\/\/alterdata.com\/?page_id=11880"},"modified":"2026-06-15T19:04:54","modified_gmt":"2026-06-15T17:04:54","slug":"ebook-praktyczny-przewodnik-data-science","status":"publish","type":"page","link":"https:\/\/alterdata.com\/pl\/ebook-praktyczny-przewodnik-data-science\/","title":{"rendered":"Ebook: Praktyczny przewodnik Data Science"},"content":{"rendered":"<div class=\"section-webinar-form-block \"\n                  style=\"--section-webinar-form-block-background-color: transparent;\"\n                          id=\"pobierz\"\n        >\n  <div class=\"container py-p-48 pt-p-lg-90 mb-p-lg-40\">\n    <div class=\"row\">\n      <div class=\"col-12 col-lg-6\">\n        <p class=\"section-webinar-form-block__prefix-title mb-p-32 mb-p-lg-60\"><h1>Pobierz darmowy e-book <br>o Data Science &#038; GenAI w Google Cloud<\/h1><\/p>\n        <h2 class=\"section-webinar-form-block__title mb-p-40\"><h3><br>Od \u017cmudnego pisania kodu i silos\u00f3w danych do zautomatyzowanych, inteligentnych przep\u0142yw\u00f3w pracy w jednym ekosystemie.<\/h3><\/h2>\n        <img decoding=\"async\" src=\"\" class=\"section-webinar-form-block__image img-fluid\" alt=\"Alterdata\">\n      <\/div>\n      <div class=\"col-12 col-lg-5 offset-lg-1\">\n        <div class=\"section-webinar-form-block__form py-p-24 px-p-24 py-p-lg-48 px-p-lg-48\">\n          \n<div class=\"wpcf7 no-js\" id=\"wpcf7-f11878-o1\" lang=\"pl-PL\" dir=\"ltr\" data-wpcf7-id=\"11878\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/pl\/wp-json\/wp\/v2\/pages\/11880#wpcf7-f11878-o1\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Formularz kontaktowy\" novalidate=\"novalidate\" data-status=\"init\">\n<fieldset class=\"hidden-fields-container\"><input type=\"hidden\" name=\"_wpcf7\" value=\"11878\" \/><input 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class=\"wpcf7-list-item-label\">Zapozna\u0142am\/-em si\u0119 z <a href=\"https:\/\/alterdata.com\/pl\/polityka-prywatnosci\/\" target=\"_blank\" rel=\"noopener noreferrer\">Regulaminem<\/a> i akceptuj\u0119 postanowienia w nim zawarte. <span class=\"red-dot\">*<\/span><\/span><\/label><\/span><\/span><\/span>\n<\/label>\n\n\n<label class=\"acceptance\">\n  <span class=\"wpcf7-form-control-wrap\" data-name=\"accept-marketing\"><span class=\"wpcf7-form-control wpcf7-acceptance optional\"><span class=\"wpcf7-list-item\"><label><input type=\"checkbox\" name=\"accept-marketing\" value=\"1\" aria-invalid=\"false\" \/><span class=\"wpcf7-list-item-label\">Wyra\u017cam zgod\u0119 na otrzymywanie komunikacji marketingowej od Alterdata.<\/span><\/label><\/span><\/span><\/span>\n<\/label>\n\n<span class=\"info\"><span class=\"red-dot\">*<\/span> <span style=\"color:#383840;\">Pole obowi\u0105zkowe<\/span><\/span>\n\n<div style=\"display:none;\">\n<span class=\"wpcf7-form-control-wrap\" data-name=\"utm-source\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"utm-source\" \/><\/span>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"utm-medium\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"utm-medium\" \/><\/span>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"utm-campaign\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"utm-campaign\" \/><\/span>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"referral-url\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-url wpcf7-text wpcf7-validates-as-url\" aria-invalid=\"false\" value=\"\" type=\"url\" name=\"referral-url\" \/><\/span>\n<\/div>\n\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"2026_landing_guide_datascience_ebook (PL)\" type=\"hidden\" name=\"form-name\" \/>\n\n<input class=\"wpcf7-form-control wpcf7-submit has-spinner\" type=\"submit\" value=\"Otrzymaj e-book na maila\" \/><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<\/form>\n<\/div>\n\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n\n<div class=\"section-why-webinar-block \"\n                  style=\"--section-why-webinar-block-background-color: transparent;\"\n                >\n  <div class=\"container\">\n    <div class=\"section-why-webinar-block__content row py-p-60 py-p-lg-70\">\n      <div class=\"col-12\">\n        <h2 class=\"section-why-webinar-block__title text-lg-center mb-p-40 mb-p-lg-60\">Wyzwania wsp\u00f3\u0142czesnego Data Science, <br>kt\u00f3re rozwi\u0105zujemy dzi\u0119ki po\u0142\u0105czeniu ML i GenAI   <\/h2>\n      <\/div>\n      <div class=\"col-12\">\n        <ul class=\"section-why-webinar-block__list row\">\n                      <li class=\"section-why-webinar-block__item col-12 col-lg-6 mb-p-18 mb-p-lg-30\">\n              <div class=\"d-flex mb-p-0 mb-p-lg-10 d-flex align-items-start\">\n                <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-why-webinar-block\/tick_circle_ico.svg\" class=\"mr-p-15 img-fluid\" alt=\"Icon tick\">\n                <h3 class=\"section-why-webinar-block__item-title\">Mentalne tarcie i prze\u0142\u0105czanie kontekstu<\/h3>\n              <\/div>\n              <p class=\"section-why-webinar-block__item-description d-none d-lg-block\">Tradycyjny workflow wymusza ci\u0105g\u0142e skakanie mi\u0119dzy SQL do transformacji danych a Pythonem w lokalnym notebooku. Znika ono dzi\u0119ki poliglotycznemu \u015brodowisku, gdzie wyniki zapyta\u0144 SQL natychmiast staj\u0105 si\u0119 gotow\u0105 ramk\u0105 danych (DataFrame) w Pythonie.<\/p>\n            <\/li>\n                      <li class=\"section-why-webinar-block__item col-12 col-lg-6 mb-p-18 mb-p-lg-30\">\n              <div class=\"d-flex mb-p-0 mb-p-lg-10 d-flex align-items-start\">\n                <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-why-webinar-block\/tick_circle_ico.svg\" class=\"mr-p-15 img-fluid\" alt=\"Icon tick\">\n                <h3 class=\"section-why-webinar-block__item-title\">Czasoch\u0142onne i powtarzalne czyszczenie danych<\/h3>\n              <\/div>\n              <p class=\"section-why-webinar-block__item-description d-none d-lg-block\">Data scienti\u015bci marnuj\u0105 mn\u00f3stwo czasu na r\u0119czne przygotowywanie i standaryzacj\u0119 danych. Dzi\u0119ki autonomicznym agentom AI (Data Engineering Agent) mo\u017cesz tworzy\u0107 kompletne pipeline&#8217;y, usuwa\u0107 duplikaty i budowa\u0107 testy za pomoc\u0105 instrukcji w j\u0119zyku naturalnym.<\/p>\n            <\/li>\n                      <li class=\"section-why-webinar-block__item col-12 col-lg-6 mb-p-18 mb-p-lg-30\">\n              <div class=\"d-flex mb-p-0 mb-p-lg-10 d-flex align-items-start\">\n                <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-why-webinar-block\/tick_circle_ico.svg\" class=\"mr-p-15 img-fluid\" alt=\"Icon tick\">\n                <h3 class=\"section-why-webinar-block__item-title\">Wnioski zamkni\u0119te w danych nieustrukturyzowanych<\/h3>\n              <\/div>\n              <p class=\"section-why-webinar-block__item-description d-none d-lg-block\">Ogromna cz\u0119\u015b\u0107 wiedzy przedsi\u0119biorstwa (pliki PDF, obrazy, audio) jest pomijana w klasycznej analizie. Nowoczesne bazy danych pozwalaj\u0105 traktowa\u0107 pliki w chmurze jak zwyk\u0142e tabele SQL i bezpo\u015brednio wyci\u0105ga\u0107 z nich cechy za pomoc\u0105 modeli takich jak Gemini.<\/p>\n            <\/li>\n                      <li class=\"section-why-webinar-block__item col-12 col-lg-6 mb-p-18 mb-p-lg-30\">\n              <div class=\"d-flex mb-p-0 mb-p-lg-10 d-flex align-items-start\">\n                <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-why-webinar-block\/tick_circle_ico.svg\" class=\"mr-p-15 img-fluid\" alt=\"Icon tick\">\n                <h3 class=\"section-why-webinar-block__item-title\">Kosztowne i skomplikowane wdra\u017canie modeli (MLOps)<\/h3>\n              <\/div>\n              <p class=\"section-why-webinar-block__item-description d-none d-lg-block\">Przeniesienie modelu z fazy eksperymentu do stabilnej produkcji bywa najtrudniejszym etapem projektu. Scentralizowany rejestr modeli oraz funkcja Feature Store eliminuj\u0105 powielanie pracy in\u017cynierskiej i zapobiegaj\u0105 rozbie\u017cno\u015bciom mi\u0119dzy treningiem a dzia\u0142aniem produkcyjnym.<\/p>\n            <\/li>\n                  <\/ul>\n      <\/div>\n\n    <\/div>\n  <\/div>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":4,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-11880","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/alterdata.com\/pl\/wp-json\/wp\/v2\/pages\/11880","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/alterdata.com\/pl\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/alterdata.com\/pl\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/alterdata.com\/pl\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/alterdata.com\/pl\/wp-json\/wp\/v2\/comments?post=11880"}],"version-history":[{"count":2,"href":"https:\/\/alterdata.com\/pl\/wp-json\/wp\/v2\/pages\/11880\/revisions"}],"predecessor-version":[{"id":11883,"href":"https:\/\/alterdata.com\/pl\/wp-json\/wp\/v2\/pages\/11880\/revisions\/11883"}],"wp:attachment":[{"href":"https:\/\/alterdata.com\/pl\/wp-json\/wp\/v2\/media?parent=11880"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}