{"id":745,"date":"2024-05-20T15:20:34","date_gmt":"2024-05-20T06:20:34","guid":{"rendered":"https:\/\/aidi.hiroshima-u.ac.jp\/consortium\/?page_id=745"},"modified":"2025-06-17T16:03:15","modified_gmt":"2025-06-17T07:03:15","slug":"data_engineering_basics","status":"publish","type":"page","link":"https:\/\/aidi.hiroshima-u.ac.jp\/consortium\/materials\/data_engineering_basics\/","title":{"rendered":"\u5fdc\u7528\u57fa\u790e\u30ec\u30d9\u30eb\u3000 \u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u57fa\u790e"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">1<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column box_col_03 is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"1-1\u3000\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/QiLtsFYXNGI?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\">(c) 2023 Hiroyuki Okamura<\/figcaption><\/figure>\n\n\n\n<ul class=\"list_none wp-block-list\">\n<li class=\"btn\"><a href=\"https:\/\/aidi.hiroshima-u.ac.jp\/consortium\/wp-content\/uploads\/2024\/05\/deb-01-01.pdf\">1-1:\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"1-2\u3000\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u6d3b\u7528\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/AbpHXzXM4k8?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\">(c) 2023 Hiroyuki Okamura<\/figcaption><\/figure>\n\n\n\n<ul class=\"list_none wp-block-list\">\n<li class=\"btn\"><a href=\"https:\/\/aidi.hiroshima-u.ac.jp\/consortium\/wp-content\/uploads\/2024\/05\/deb-01-02.pdf\">1-2:\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u6d3b\u7528<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"1-3\u3000\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/7JyIdv3ffr8?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\">(c) 2023 Hiroyuki Okamura<\/figcaption><\/figure>\n\n\n\n<ul class=\"list_none wp-block-list\">\n<li class=\"btn\"><a href=\"https:\/\/aidi.hiroshima-u.ac.jp\/consortium\/wp-content\/uploads\/2024\/05\/deb-01-03.pdf\">1-3:\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">2<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column box_col_03 is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"2-1\u3000\u60c5\u5831\u306e\u8868\u73fe\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/AptIV8Qnnac?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\">(c) 2023 Hiroyuki Okamura<\/figcaption><\/figure>\n\n\n\n<ul class=\"list_none wp-block-list\">\n<li class=\"btn\"><a href=\"https:\/\/aidi.hiroshima-u.ac.jp\/consortium\/wp-content\/uploads\/2024\/05\/deb-02-01.pdf\">2-1:\u60c5\u5831\u306e\u8868\u73fe<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"2-2\u3000\u6570\u306e\u8868\u73fe\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/SYeuMK040XQ?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\">(c) 2023 Hiroyuki Okamura<\/figcaption><\/figure>\n\n\n\n<ul class=\"list_none wp-block-list\">\n<li class=\"btn\"><a href=\"https:\/\/aidi.hiroshima-u.ac.jp\/consortium\/wp-content\/uploads\/2024\/05\/deb-02-02.pdf\">2-2:\u6570\u306e\u8868\u73fe<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"2-3\u3000\u30de\u30eb\u30c1\u30e1\u30c7\u30a3\u30a2\u30c7\u30fc\u30bf\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/3e0-GOq7eOM?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\">(c) 2023 Hiroyuki Okamura<\/figcaption><\/figure>\n\n\n\n<ul class=\"list_none wp-block-list\">\n<li class=\"btn\"><a href=\"https:\/\/aidi.hiroshima-u.ac.jp\/consortium\/wp-content\/uploads\/2024\/05\/deb-02-03.pdf\">2-3:\u30de\u30eb\u30c1\u30e1\u30c7\u30a3\u30a2\u30c7\u30fc\u30bf<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">3<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column box_col_03 is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"3-1\u3000\u5185\u5305\u8868\u73fe\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/LapYJTdclJ4?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\">(c) 2023 Hiroyuki Okamura<\/figcaption><\/figure>\n\n\n\n<ul class=\"list_none wp-block-list\">\n<li class=\"btn\"><a href=\"https:\/\/aidi.hiroshima-u.ac.jp\/consortium\/wp-content\/uploads\/2024\/05\/deb-03-01.pdf\">3-1:\u5185\u5305\u8868\u73fe<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"3-2\u3000Numpy\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/l0mlSY1xX6w?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\">(c) 2023 Hiroyuki Okamura<\/figcaption><\/figure>\n\n\n\n<ul class=\"list_none wp-block-list\">\n<li class=\"btn\"><a href=\"https:\/\/aidi.hiroshima-u.ac.jp\/consortium\/wp-content\/uploads\/2024\/05\/deb-03-02.pdf\">3-2:Numpy<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"3-3\u3000\u57fa\u672c\u7dda\u5f62\u6f14\u7b97\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/GQs3G9uUP2I?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\">(c) 2023 Hiroyuki Okamura<\/figcaption><\/figure>\n\n\n\n<ul class=\"list_none wp-block-list\">\n<li class=\"btn\"><a href=\"https:\/\/aidi.hiroshima-u.ac.jp\/consortium\/wp-content\/uploads\/2024\/05\/deb-03-03.pdf\">3-3:\u7dda\u5f62\u6f14\u7b97<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"3-4\u3000\u518d\u5e30\u51e6\u7406\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/_oLDVBdXnas?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\">(c) 2023 Hiroyuki Okamura<\/figcaption><\/figure>\n\n\n\n<ul class=\"list_none wp-block-list\">\n<li class=\"btn\"><a href=\"https:\/\/aidi.hiroshima-u.ac.jp\/consortium\/wp-content\/uploads\/2024\/05\/deb-03-03.pdf\">3-4:\u518d\u5e30\u51e6\u7406<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">4<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column box_col_03 is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"4-1\u3000\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u8868\u73fe\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/Q8zKfzISBA4?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\">(c) 2023 Hiroyuki Okamura<\/figcaption><\/figure>\n\n\n\n<ul class=\"list_none wp-block-list\">\n<li class=\"btn\"><a href=\"https:\/\/aidi.hiroshima-u.ac.jp\/consortium\/wp-content\/uploads\/2024\/05\/deb-04-01.pdf\">4-1:\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u8868\u73fe<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"4-2\u3000\u8a08\u7b97\u91cf\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/h0blm-UrcjQ?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\">(c) 2023 Hiroyuki Okamura<\/figcaption><\/figure>\n\n\n\n<ul class=\"list_none wp-block-list\">\n<li class=\"btn\"><a href=\"https:\/\/aidi.hiroshima-u.ac.jp\/consortium\/wp-content\/uploads\/2024\/05\/deb-04-02.pdf\">4-2:\u8a08\u7b97\u91cf<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"4-3\u3000\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u8a08\u7b97\u91cf\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/cr5x4_Yu5jw?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\">(c) 2023 Hiroyuki Okamura<\/figcaption><\/figure>\n\n\n\n<ul class=\"list_none wp-block-list\">\n<li class=\"btn\"><a href=\"https:\/\/aidi.hiroshima-u.ac.jp\/consortium\/wp-content\/uploads\/2024\/05\/deb-04-03.pdf\" data-type=\"link\" data-id=\"https:\/\/aidi.hiroshima-u.ac.jp\/consortium\/wp-content\/uploads\/2024\/05\/deb-04-03.pdf\">4-3:\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u8a08\u7b97\u91cf<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">5<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column box_col_03 is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"5-1\u3000\u30c7\u30fc\u30bf\u69cb\u9020\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/FAUTNqEUOiU?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\">(c) 2023 Hiroyuki Okamura<\/figcaption><\/figure>\n\n\n\n<ul class=\"list_none wp-block-list\">\n<li class=\"btn\"><a href=\"https:\/\/aidi.hiroshima-u.ac.jp\/consortium\/wp-content\/uploads\/2024\/05\/deb-05-01.pdf\">5-1:\u30c7\u30fc\u30bf\u69cb\u9020<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"5-2\u3000Pandas\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/x5MzKuUStkM?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\">(c) 2023 Hiroyuki Okamura<\/figcaption><\/figure>\n\n\n\n<ul class=\"list_none wp-block-list\">\n<li class=\"btn\"><a href=\"https:\/\/aidi.hiroshima-u.ac.jp\/consortium\/wp-content\/uploads\/2024\/05\/deb-05-04.pdf\">5-2:Pandas<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"5-3\u3000\u968e\u5c64\u69cb\u9020\u3068\u6728\u69cb\u9020\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/za5uaMipRog?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\">(c) 2023 Hiroyuki Okamura<\/figcaption><\/figure>\n\n\n\n<ul class=\"list_none wp-block-list\">\n<li class=\"btn\"><a href=\"https:\/\/aidi.hiroshima-u.ac.jp\/consortium\/wp-content\/uploads\/2024\/05\/deb-05-03.pdf\" data-type=\"link\" data-id=\"https:\/\/aidi.hiroshima-u.ac.jp\/consortium\/wp-content\/uploads\/2024\/05\/deb-05-03.pdf\">5-3:\u968e\u5c64\u69cb\u9020\u3068\u6728\u69cb\u9020<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">6<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column box_col_03 is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"8-1\u3000\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u57fa\u790e\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/9nzqPNHJKH8?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\">(c) 2023 Hiroyuki Okamura<\/figcaption><\/figure>\n\n\n\n<ul class=\"list_none wp-block-list\">\n<li class=\"btn\"><a href=\"https:\/\/aidi.hiroshima-u.ac.jp\/consortium\/wp-content\/uploads\/2024\/05\/deb-08-01.pdf\">6-1:\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u57fa\u790e<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"8-2\u3000\u6697\u53f7\u6280\u8853\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/d2qF1OyzxmA?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\">(c) 2023 Hiroyuki Okamura<\/figcaption><\/figure>\n\n\n\n<ul class=\"list_none wp-block-list\">\n<li class=\"btn\"><a href=\"https:\/\/aidi.hiroshima-u.ac.jp\/consortium\/wp-content\/uploads\/2024\/05\/deb-08-02.pdf\">6-2:\u6697\u53f7\u6280\u8853<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"8-3\u3000\u8a8d\u8a3c\u30fb\u8a8d\u53ef\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/dAAJ1SJnisY?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\">(c) 2023 Hiroyuki Okamura<\/figcaption><\/figure>\n\n\n\n<ul class=\"list_none wp-block-list\">\n<li class=\"btn\"><a href=\"https:\/\/aidi.hiroshima-u.ac.jp\/consortium\/wp-content\/uploads\/2024\/05\/deb-08-03.pdf\" data-type=\"link\" data-id=\"https:\/\/aidi.hiroshima-u.ac.jp\/consortium\/wp-content\/uploads\/2024\/05\/deb-05-03.pdf\">6-3:\u8a8d\u8a3c\u30fb\u8a8d\u53ef<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>1 2 3 4 5 6<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":188,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":"","_wp_rev_ctl_limit":""},"class_list":["post-745","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/aidi.hiroshima-u.ac.jp\/consortium\/wp-json\/wp\/v2\/pages\/745","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aidi.hiroshima-u.ac.jp\/consortium\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/aidi.hiroshima-u.ac.jp\/consortium\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/aidi.hiroshima-u.ac.jp\/consortium\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aidi.hiroshima-u.ac.jp\/consortium\/wp-json\/wp\/v2\/comments?post=745"}],"version-history":[{"count":14,"href":"https:\/\/aidi.hiroshima-u.ac.jp\/consortium\/wp-json\/wp\/v2\/pages\/745\/revisions"}],"predecessor-version":[{"id":1105,"href":"https:\/\/aidi.hiroshima-u.ac.jp\/consortium\/wp-json\/wp\/v2\/pages\/745\/revisions\/1105"}],"up":[{"embeddable":true,"href":"https:\/\/aidi.hiroshima-u.ac.jp\/consortium\/wp-json\/wp\/v2\/pages\/188"}],"wp:attachment":[{"href":"https:\/\/aidi.hiroshima-u.ac.jp\/consortium\/wp-json\/wp\/v2\/media?parent=745"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}