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hcb-fetch-image-from=\"https:\/\/www.youtube.com\/watch?v=xvEKQefqQ7A&amp;t=2s\" title=\"\ud83d\udd25Data Science Full Course 2022 | Data Science | Data Science For Beginners | Simplilearn\" width=\"1170\" height=\"658\" src=\"https:\/\/www.youtube.com\/embed\/xvEKQefqQ7A?start=2&#038;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><\/figure>\n\n<p>\u4eca\u65e5\u306e\u6280\u8853\u4e3b\u5c0e\u306e\u4e16\u754c\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u91cd\u8981\u6027\u306f\u3001\u4e16\u754c\u304c\u60c5\u5831\u306b\u4f9d\u5b58\u3057\u3001\u65e5\u3005\u306e\u6d3b\u52d5\u306e\u307b\u3068\u3093\u3069\u3092\u30c7\u30fc\u30bf\u306b\u4fdd\u5b58\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u5f37\u8abf\u3057\u3059\u304e\u308b\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002 \u60c5\u5831\u304c\u4e16\u754c\u306e\u65b0\u3057\u3044\u901a\u8ca8\u3067\u3042\u308b\u3068\u8a00\u308f\u308c\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-applied-data-science-capstone-ibm\"><a href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fapplied-data-science-capstone\" target=\"_blank\" rel=\"noreferrer noopener\">\u5fdc\u7528\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30ad\u30e3\u30c3\u30d7\u30b9\u30c8\u30fc\u30f3\uff08IBM\uff09<\/a><\/h2>\n\n<p>\u3053\u306e\u30b3\u30fc\u30b9\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u306f\u4f55\u304b\u306b\u3064\u3044\u3066\u306e\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3057\u3001\u30b5\u30f3\u30d7\u30eb\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u3092\u4f53\u9a13\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u5b66\u751f\u304cFoursquareAPI\u3078\u306eRESTfulAPI\u547c\u3073\u51fa\u3057\u3092\u5b66\u7fd2\u3057\u3001\u4e16\u754c\u4e2d\u306e\u3055\u307e\u3056\u307e\u306a\u5730\u57df\u306e\u4f1a\u5834\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u60c5\u5831\u3092\u53d6\u5f97\u3059\u308b\u306e\u306b\u975e\u5e38\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 Applied Data Science Capstone\u306f\u3001Coursera\u30ab\u30bf\u30ed\u30b0\u306e\u4e0b\u3067IBM\u304c\u63d0\u4f9b\u3059\u308b\u30e6\u30cb\u30fc\u30af\u306a\u30b3\u30fc\u30b9\u3067\u3059\u3002<\/p>\n\n<p>Folium\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3057\u3066\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u30de\u30c3\u30d4\u30f3\u30b0\u3057\u3001\u7d50\u679c\u3092\u7c21\u5358\u306b\u4f1d\u9054\u3059\u308b\u65b9\u6cd5\u3092\u5b66\u7fd2\u3057\u307e\u3059\u3002<\/p>\n\n<p>\u30b3\u30fc\u30b9\u3092\u4fee\u4e86\u3059\u308b\u3068\u3001IBM\u306e\u30c7\u30b8\u30bf\u30eb\u30d0\u30c3\u30b8\u304c\u4ed8\u3044\u305f\u8a3c\u660e\u66f8\u3092\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002<\/p>\n\n<p>\u3053\u306e\u30b3\u30fc\u30b9\u306e\u826f\u3044\u5229\u70b9\u306e1\u3064\u306f\u3001\u30d5\u30e9\u30f3\u30b9\u8a9e\u3001\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u3001\u4e2d\u56fd\u8a9e\u3001\u30a4\u30bf\u30ea\u30a2\u8a9e\u3001\u30b9\u30da\u30a4\u30f3\u8a9e\u3001\u30ed\u30b7\u30a2\u8a9e\u3001\u3055\u3089\u306b\u306f\u30a2\u30e9\u30d3\u30a2\u8a9e\u306a\u3069\u3001\u591a\u304f\u306e\u4e3b\u8981\u306a\u4e16\u754c\u8a00\u8a9e\u3067\u5b57\u5e55\u304c\u4ed8\u3051\u3089\u308c\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u3002 \u3042\u306a\u305f\u306f\u307e\u305f\u3042\u306a\u305f\u306e\u30b9\u30d4\u30fc\u30c9\u3067\u5b66\u3076\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3001\u305d\u308c\u306f\u3088\u308a\u826f\u3044\u7406\u89e3\u3092\u610f\u5473\u3057\u307e\u3059\u3002<\/p>\n\n<p><strong>\u30b3\u30fc\u30b9\u306f4\u3064\u306e\u30bb\u30b0\u30e1\u30f3\u30c8\u306b\u5206\u304b\u308c\u3066\u3044\u307e\u3059\uff084\uff09<\/strong><\/p>\n\n<ul class=\"wp-block-list\"><li>\u5e8f\u7ae0<\/li><li>Foursquare API<\/li><li>\u8fd1\u96a3\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3068\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0<\/li><li>\u8fd1\u6240\u306e\u6226\u3044<\/li><li>\u8fd1\u6240\u306e\u6226\u3044\uff08\u7d50\u8ad6\uff09<\/li><\/ul>\n\n<div class=\"wp-block-buttons is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-499968f5 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fapplied-data-science-capstone\" target=\"_blank\" rel=\"noreferrer noopener\">\u4eca\u3059\u3050\u767b\u9332<\/a><\/div>\n<\/div>\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n<h2 class=\"wp-block-heading\" id=\"h-genomic-data-science-johns-hopkins-university\"><a href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Fspecializations%2Fgenomic-data-science\" target=\"_blank\" rel=\"noreferrer noopener\">\u30b2\u30ce\u30e0\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\uff08\u30b8\u30e7\u30f3\u30ba\u30db\u30d7\u30ad\u30f3\u30b9\u5927\u5b66\uff09<\/a><\/h2>\n\n<p>\u30b2\u30ce\u30e0\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306f\u3001\u30b8\u30e7\u30f3\u30ba\u30db\u30d7\u30ad\u30f3\u30b9\u5927\u5b66\u304c\u63d0\u4f9b\u3059\u308b\u30b2\u30ce\u30e0\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30b9\u30da\u30b7\u30e3\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u306e\u4e00\u90e8\u3067\u3059\u3002 \u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u524d\u63d0\u6761\u4ef6\u3068\u3057\u3066\u3001Python\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3001\u30d0\u30a4\u30aa\u30a4\u30f3\u30d5\u30a9\u30de\u30c6\u30a3\u30af\u30b9\u3001\u30d0\u30a4\u30aa\u30d4\u30c8\u30f3\u3001\u30b2\u30ce\u30df\u30af\u30b9\u306b\u95a2\u3059\u308b\u6df1\u3044\u77e5\u8b58\u3068\u30b9\u30ad\u30eb\u30bb\u30c3\u30c8\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002 Coursera\u3067\u63d0\u4f9b\u3055\u308c\u308b\u3053\u306e\u30b3\u30fc\u30b9\u306b\u306f10\u4e07\u4eba\u4ee5\u4e0a\u306e\u5b66\u751f\u304c\u767b\u9332\u3057\u3066\u304a\u308a\u3001\u3053\u306e\u30b3\u30fc\u30b9\u306f\u30d5\u30eb\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u63d0\u4f9b\u3057\u307e\u3059<\/p>\n\n<p>Python\u3001Galaxy\u3001Bioconductor\u306a\u3069\u306e\u6b21\u4e16\u4ee3\u30b7\u30fc\u30b1\u30f3\u30b9\u5b9f\u9a13\u3092\u3088\u308a\u9069\u5207\u306b\u5206\u6790\u304a\u3088\u3073\u7406\u89e3\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u65b0\u3057\u3044\u30ea\u30bd\u30fc\u30b9\u3092\u5b66\u7fd2\u3057\u307e\u3059\u3002 \u3053\u306e\u30b3\u30fc\u30b9\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u8a08\u7b97\u624b\u6cd5\u306e\u7d4c\u9a13\u304c\u5fc5\u8981\u306a\u5206\u5b50\u751f\u7269\u5b66\u8005\u3084\u79d1\u5b66\u8005\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n<p>\u30b3\u30fc\u30b9\u30bb\u30c3\u30b7\u30e7\u30f3\u4e2d\u306b\u3001\u5171\u6709\u53ef\u80fd\u306a\u8a3c\u660e\u66f8\u3092\u53d6\u5f97\u3057\u3066\u53d6\u5f97\u3059\u308b\u305f\u3081\u306b\u3001\u3044\u304f\u3064\u304b\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u8a66\u3057\u3066\u307f\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n<p><strong>\u3053\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u306b\u542b\u307e\u308c\u308b\u30b3\u30fc\u30b9\u306e\u6982\u8981\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/strong><\/p>\n\n<ul class=\"wp-block-list\"><li>\u30b2\u30ce\u30e0\u6280\u8853\u5165\u9580<\/li><li>Galaxy\u3092\u4f7f\u7528\u3057\u305f\u30b2\u30ce\u30e0\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9<\/li><li>\u30b2\u30ce\u30e0\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u305f\u3081\u306ePython<\/li><li>DNA\u30b7\u30fc\u30b1\u30f3\u30b7\u30f3\u30b0\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/li><li>\u30b2\u30ce\u30e0\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u7528\u306e\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u30c4\u30fc\u30eb<\/li><li>\u30b2\u30ce\u30e0\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u305f\u3081\u306e\u751f\u4f53\u4f1d\u5c0e\u4f53<\/li><li>\u30b2\u30ce\u30e0\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u7d71\u8a08<\/li><\/ul>\n\n<div class=\"wp-block-buttons is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-499968f5 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Fspecializations%2Fgenomic-data-science\" target=\"_blank\" rel=\"noreferrer noopener\">\u4eca\u3059\u3050\u767b\u9332<\/a><\/div>\n<\/div>\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n<h2 class=\"wp-block-heading\" id=\"h-data-science-for-business-innovation-eit-digital\"><a href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fdata-science-for-business-innovation\" target=\"_blank\" rel=\"noreferrer noopener\">\u30d3\u30b8\u30cd\u30b9\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\uff08EIT\u30c7\u30b8\u30bf\u30eb\uff09<\/a><\/h2>\n\n<p>\u3042\u306a\u305f\u304c\u4f01\u696d\u304a\u3088\u3073\u4e2d\u9593\u7ba1\u7406\u8077\u306e\u4e00\u90e8\u3067\u3042\u308b\u5834\u5408\u3001\u3053\u306e\u30b3\u30fc\u30b9\u306f\u30c7\u30fc\u30bf\u4e3b\u5c0e\u306e\u5275\u9020\u6027\u3092\u4fc3\u9032\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3042\u306a\u305f\u306b\u3068\u3063\u3066\u7406\u60f3\u7684\u3067\u3059\u3002 \u30c8\u30d4\u30c3\u30af\u306f\u3001\u30c7\u30fc\u30bf\u306e\u4f7f\u7528\u306b\u95a2\u3059\u308b\u91cd\u8981\u306a\u30c8\u30d4\u30c3\u30af\u3068\u8996\u70b9\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002 \u307e\u305f\u3001\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u3001\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30d7\u30ed\u30fc\u30c1\u3001\u9577\u6240\u3068\u77ed\u6240\u3001\u304a\u3088\u3073\u6a5f\u80fd\u306e\u9069\u7528\u6027\u306e\u554f\u984c\u3082\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n\n<p>\u3053\u306e\u30b3\u30fc\u30b9\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3001\u3055\u307e\u3056\u307e\u306a\u5206\u91ce\u3067\u4e0d\u53ef\u6b20\u3067\u3042\u308b\u7406\u7531\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u304c\u751f\u307f\u51fa\u3059\u4fa1\u5024\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3067\u89e3\u6c7a\u3067\u304d\u308b\u3053\u3068\u3001\u8a18\u8ff0\u7684\u3067\u4e88\u6e2c\u7684\u306a\u30e2\u30c7\u30ea\u30f3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306e\u9055\u3044\u3001\u30b3\u30b0\u30cb\u30c6\u30a3\u30d6\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u6a5f\u80fd\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002 \u3053\u306e\u30b3\u30fc\u30b9\u3067\u306f\u3001\u5206\u6790\u306e\u89b3\u70b9\u304b\u3089\u3001\u30bd\u30fc\u30c8\u3001\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3001\u304a\u3088\u3073\u56de\u5e30\u306e\u30d7\u30ed\u30bb\u30b9\u304b\u3089\u5b66\u7fd2\u3067\u304d\u308b\u3001\u6559\u5e2b\u3042\u308a\u3001\u6559\u5e2b\u306a\u3057\u3001\u304a\u3088\u3073\u534a\u6559\u5e2b\u3042\u308a\u306e\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002 NoSQL\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u3068\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3002\u30de\u30c3\u30d7\u30ea\u30c0\u30af\u30b7\u30e7\u30f3\u304a\u3088\u3073\u30a2\u30ca\u30ed\u30b0\u30d1\u30e9\u30c0\u30a4\u30e0\u30d9\u30fc\u30b9\u306e\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u306e\u6a5f\u80fd\u3068\u5f71\u97ff\u3002<\/p>\n\n<p>\u30b3\u30fc\u30b9\u30bb\u30c3\u30b7\u30e7\u30f3\u4e2d\u306b\u3001\u5171\u6709\u53ef\u80fd\u306a\u8a3c\u660e\u66f8\u3092\u53d6\u5f97\u3057\u3066\u53d6\u5f97\u3059\u308b\u305f\u3081\u306b\u3001\u3044\u304f\u3064\u304b\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u8a66\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n\n<p><strong>\u4ee5\u4e0b\u306f\u3001\u3053\u306e\u5c02\u9580\u30b3\u30fc\u30b9\u306e\u30e2\u30b8\u30e5\u30fc\u30eb\u3067\u3059\u3002<\/strong><\/p>\n\n<ul class=\"wp-block-list\"><li>\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u30d3\u30b8\u30cd\u30b9\u5165\u9580<\/li><li>\u7528\u8a9e\u3068\u57fa\u672c\u7684\u306a\u6982\u5ff5<\/li><li>\u30d3\u30b8\u30cd\u30b9\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u624b\u6cd5<\/li><li>\u8ab2\u984c\u3068\u7d50\u8ad6<\/li><\/ul>\n\n<div class=\"wp-block-buttons is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-499968f5 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fdata-science-for-business-innovation\" target=\"_blank\" rel=\"noreferrer noopener\">\u4eca\u3059\u3050\u767b\u9332<\/a><\/div>\n<\/div>\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n<h2 class=\"wp-block-heading\" id=\"h-learn-sql-basics-for-data-science-specialization-ucdavis-university-of-california\"><a href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Fspecializations%2Flearn-sql-basics-data-science\" target=\"_blank\" rel=\"noreferrer noopener\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5c02\u9580\u5206\u91ce\u306eSQL\u306e\u57fa\u790e\u3092\u5b66\u3076\uff08\u30ab\u30ea\u30d5\u30a9\u30eb\u30cb\u30a2\u5927\u5b66UCDAVIS\u5927\u5b66\uff09<\/a><\/h2>\n\n<p>\u3053\u306e\u5c02\u9580\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0\u306f\u3001\u81ea\u5206\u306e\u30da\u30fc\u30b9\u3067\u69cb\u6210\u3055\u308c\u3066\u304a\u308a\u3001\u77ed\u6642\u9593\u3067\u72ec\u81ea\u306e\u4ed5\u4e8b\u306e\u30b9\u30ad\u30eb\u3092\u5b66\u3076\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 UCDAVIS\u306b\u3088\u3063\u3066\u63d0\u4f9b\u3055\u308c\u308b\u3053\u306e\u5c02\u9580\u5206\u91ce\u306f\u3001\u30c7\u30fc\u30bf\u3068SQL\u30af\u30a8\u30ea\u306b\u3064\u3044\u3066\u6700\u521d\u304b\u3089\u6559\u3048\u3089\u308c\u308b\u305f\u3081\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u7d4c\u9a13\u306f\u307b\u3068\u3093\u3069\u307e\u305f\u306f\u307e\u3063\u305f\u304f\u5fc5\u8981\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n<p>SQL\u306e\u57fa\u790e\u3001SQL\u3001\u5206\u6790\u3001AB\u30c6\u30b9\u30c8\u3001ApacheSpark\u3092\u4f7f\u7528\u3057\u305f\u5206\u6563\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306a\u3069\u306e\u91cd\u8981\u306a\u30c8\u30d4\u30c3\u30af\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n\n<p>\u3053\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3092\u3055\u3089\u306b\u9032\u3081\u308b\u3068\u3001\u30af\u30a8\u30ea\u306e\u8a18\u8ff0\u3001\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3001\u4e26\u3079\u66ff\u3048\u3001\u8981\u7d04\u3001\u3055\u3089\u306b\u306f\u30c7\u30fc\u30bf\u306e\u64cd\u4f5c\u306e\u65b9\u6cd5\u3092\u5b66\u3073\u307e\u3059\u3002 \u30c7\u30fc\u30bf\u30d6\u30ea\u30c3\u30af\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30c7\u30fc\u30bf\u306e\u8aad\u307f\u53d6\u308a\u3068\u5909\u63db\u304c\u53ef\u80fd\u306a\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n<p>\u3053\u306e\u30b3\u30fc\u30b9\u3092\u9078\u629e\u3057\u305f\u5b66\u751f\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u8005\u307e\u305f\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u30a2\u30ca\u30ea\u30b9\u30c8\u3068\u3057\u3066\u3042\u3089\u3086\u308b\u5206\u91ce\u3067\u4ed5\u4e8b\u3092\u78ba\u4fdd\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059<\/p>\n\n<p><strong>\u3053\u306e\u5c02\u9580\u30b3\u30fc\u30b9\u306e\u3053\u308c\u3089\u306e4\u3064\u306e\u30e2\u30b8\u30e5\u30fc\u30eb\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/strong><\/p>\n\n<ul class=\"wp-block-list\"><li>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u305f\u3081\u306eSQL<\/li><li>SQL\u3092\u4f7f\u7528\u3057\u305f\u30c7\u30fc\u30bf\u306e\u30e9\u30f3\u30b0\u30ea\u30f3\u30b0\u3001\u5206\u6790\u3001\u304a\u3088\u3073AB\u30c6\u30b9\u30c8<\/li><li>SparkSQL\u3092\u4f7f\u7528\u3057\u305f\u5206\u6563\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0<\/li><li>SQL for Data Science Capstone Project<\/li><\/ul>\n\n<div class=\"wp-block-buttons is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-499968f5 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Fspecializations%2Flearn-sql-basics-data-science\" target=\"_blank\" rel=\"noreferrer noopener\">\u4eca\u3059\u3050\u767b\u9332<\/a><\/div>\n<\/div>\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n<h2 class=\"wp-block-heading\" id=\"h-ibm-data-science-ibm\"><a href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Fprofessional-certificates%2Fibm-data-science\" target=\"_blank\" rel=\"noreferrer noopener\">IBM\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\uff08IBM\uff09<\/a><\/h2>\n\n<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306f\u3001\u305d\u306e\u5074\u9762\u3067\u306e\u9577\u5e74\u306e\u7d4c\u9a13\u306b\u3088\u308a\u3001IBM\u306e\u6570\u591a\u304f\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5c02\u9580\u5206\u91ce\u306e1\u3064\u3067\u3059\u3002<\/p>\n\n<p>\u5b66\u751f\u3068\u3057\u3066\u3001\u3053\u306e\u30b3\u30fc\u30b9\u3092\u53d7\u8b1b\u3059\u308b\u3068\u3001\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u89e6\u308c\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u3053\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u30b3\u30fc\u30b9\u3092\u901a\u3058\u3066\u4e88\u6e2c\u3055\u308c\u308b\u4eba\u751f\u7d4c\u9a13\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u6a5f\u68b0\u8a9e\u306e\u4e21\u65b9\u3001\u3064\u307e\u308a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u3064\u3044\u3066\u8cb4\u91cd\u306a\u6d1e\u5bdf\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u305f\u3081\u3001\u5b9f\u969b\u306e\u53d6\u5f15\u3067\u3059\u3002 \u30b3\u30fc\u30b9\u306e\u7d42\u308f\u308a\u306b\u306f\u3001\u8003\u3048\u65b9\u304c\u5909\u308f\u308a\u3001\u5b66\u3093\u3060\u3053\u3068\u3092\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u554f\u984c\u306b\u9069\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306e\u3088\u3046\u306b\u8003\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n<p>\u4f7f\u7528\u65b9\u6cd5\u3092\u6559\u3048\u3089\u308c\u308b\u30b9\u30ad\u30eb\u3068\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306b\u306f\u3001Watson Studio\u3001JupyterLab\u3001GitHub\u3001RStudio\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n<p><strong>\u3053\u306e\u30b3\u30fc\u30b9\u3067\u306f\u3001\u6b21\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/strong><\/p>\n\n<ul class=\"wp-block-list\"><li>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f<\/li><li>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb<\/li><li>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u65b9\u6cd5\u8ad6<\/li><li>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068AI\u306e\u305f\u3081\u306ePython<\/li><li>Python\u3092\u4f7f\u7528\u3057\u305f\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068SQL<\/li><li>Python\u306b\u3088\u308b\u30c7\u30fc\u30bf\u5206\u6790<\/li><li>Python\u306b\u3088\u308b\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316<\/li><li>Python\u306b\u3088\u308b\u6a5f\u68b0\u5b66\u7fd2<\/li><li>\u5fdc\u7528\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30ad\u30e3\u30c3\u30d7\u30b9\u30c8\u30fc\u30f3<\/li><\/ul>\n\n<div class=\"wp-block-buttons is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-499968f5 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Fprofessional-certificates%2Fibm-data-science\" target=\"_blank\" rel=\"noreferrer noopener\">\u4eca\u3059\u3050\u767b\u9332<\/a><\/div>\n<\/div>\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n<h2 class=\"wp-block-heading\" id=\"h-data-visualization-dashboarding-with-r-specialization\"><a href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Fspecializations%2Fjhu-data-visualization-dashboarding-with-r\" target=\"_blank\" rel=\"noreferrer noopener\">R\u30b9\u30da\u30b7\u30e3\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u308b\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3068\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9<\/a><\/h2>\n\n<p>\u60c5\u5831\u304c\u4e16\u754c\u306e\u65b0\u3057\u3044\u901a\u8ca8\u3067\u3042\u308b\u3068\u8a00\u308f\u308c\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002 \u3053\u308c\u304c\u30b8\u30e7\u30f3\u30db\u30d7\u30ad\u30f3\u30b9\u5927\u5b66\u304c\u63d0\u4f9b\u3059\u308b\u3053\u306e\u30b3\u30fc\u30b9\u3067\u3059\u3002 R\u3092\u4f7f\u7528\u3057\u305f\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3068\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306f\u3001\u30c7\u30fc\u30bf\u306e\u524d\u63d0\u6761\u4ef6\u3068\u306a\u308b\u57fa\u76e4\u306b\u57fa\u3065\u3044\u3066\u69cb\u7bc9\u3055\u308c\u305f5\u3064\u306e\u30e2\u30b8\u30e5\u30fc\u30eb\u30d1\u30c3\u30b1\u30fc\u30b8\u3067\u3059\u3002 \u696d\u754c\u306e\u5c02\u9580\u5bb6\u304c\u3001R\u4f5c\u54c1\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3059\u308b\u65b9\u6cd5\u3092\u6559\u3048\u3066\u304f\u308c\u307e\u3059\u3002 Web\u4e0a\u3067\u516c\u958b\u3059\u308b\u9759\u7684\u304a\u3088\u3073\u52d5\u7684\u306a\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n\n<p>\u30b3\u30fc\u30b9\u306e\u6982\u8981\u3092\u7d42\u3048\u308b\u3068\u3001\u691c\u8a3c\u6e08\u307f\u306e\u8a3c\u660e\u66f8\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306e\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n<p><strong>\u4ee5\u4e0b\u306f\u3001\u3053\u306e\u5c02\u9580\u5206\u91ce\u3067\u898b\u3064\u304b\u308b\u30e2\u30b8\u30e5\u30fc\u30eb\u3067\u3059\u3002<\/strong><\/p>\n\n<ul class=\"wp-block-list\"><li>R\u3067\u306e\u30c7\u30fc\u30bf\u8996\u899a\u5316\u306e\u958b\u59cb<\/li><li>ggplot2\u3092\u4f7f\u7528\u3057\u305fR\u3067\u306e\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316<\/li><li>Advanced-R\u306b\u3088\u308b\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316<\/li><li>\u30b7\u30e3\u30a4\u30cb\u30fc\u3068\u30d5\u30ec\u30c3\u30af\u30b9\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f7f\u7528\u3057\u305fR\u3067\u306e\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u306e\u516c\u958b<\/li><li>\u30c7\u30fc\u30bf\u8996\u899a\u5316\u30ad\u30e3\u30c3\u30d7\u30b9\u30c8\u30fc\u30f3<\/li><\/ul>\n\n<div class=\"wp-block-buttons is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-499968f5 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Fspecializations%2Fjhu-data-visualization-dashboarding-with-r\" target=\"_blank\" rel=\"noreferrer noopener\">\u4eca\u3059\u3050\u767b\u9332<\/a><\/div>\n<\/div>\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n<h2 class=\"wp-block-heading\" id=\"h-satellite-imagery-spatial-analysis-in-gis-university-of-toronto\"><a href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fspatial-analysis-satellite-imagery-in-a-gis\" target=\"_blank\" rel=\"noreferrer noopener\">\u885b\u661f\u753b\u50cf\u3001GIS\u3067\u306e\u7a7a\u9593\u5206\u6790\uff08\u30c8\u30ed\u30f3\u30c8\u5927\u5b66\uff09<\/a><\/h2>\n\n<p>GIS\u306e\u539f\u5247\u3068\u6226\u7565\u306b\u8208\u5473\u304c\u3042\u308a\u3001\u81ea\u5206\u3067\u7df4\u7fd2\u3057\u305f\u3044\u3067\u3059\u304b\uff1f \u305d\u306e\u5f8c\u3001\u3053\u306e\u30b3\u30fc\u30b9\u306f\u3042\u306a\u305f\u306e\u305f\u3081\u3067\u3059\u3002 \u3053\u308c\u306f\u3001\u30de\u30c3\u30d4\u30f3\u30b0\u3068GIS\u306e\u521d\u5fc3\u8005\u306b\u6700\u9069\u306a\u5c02\u9580\u5206\u91ce\u3067\u3059\u3002 \u30c8\u30ed\u30f3\u30c8\u5927\u5b66\u304cCoursera\u306e\u9060\u9694\u5b66\u7fd2\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4ecb\u3057\u3066\u6559\u3048\u308b\u30b3\u30fc\u30b9\u306f\u3001\u5e02\u5834\u3067\u6700\u3082\u512a\u308c\u305f\u30a2\u30d5\u30bf\u30fc\u30b9\u30ad\u30eb\u306e1\u3064\u3092\u5b66\u3076\u7d76\u597d\u306e\u6a5f\u4f1a\u3067\u3059\u3002 \u7a7a\u9593\u7684\u306a\u8cea\u554f\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u306e\u3044\u304f\u3064\u304b\u306e\u30c7\u30fc\u30bf\u578b\u3068\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u4f7f\u7528\u3057\u3066\u3001\u30de\u30c3\u30d7\u30c7\u30fc\u30bf\u30b9\u30ad\u30eb\u306e\u89e3\u91c8\u3092\u5b66\u3076\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u307e\u305f\u3001\u7279\u5b9a\u306e\u30af\u30a8\u30ea\u306b\u56de\u7b54\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092\u898b\u3064\u3051\u308b\u305f\u3081\u306b\u3001\u3055\u307e\u3056\u307e\u306a\u5f62\u5f0f\u306e\u30af\u30a8\u30ea\u3092\u4f7f\u7528\u3057\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u51e6\u7406\u306b\u3064\u3044\u3066\u3082\u7d39\u4ecb\u3057\u307e\u3059\u3002 \u30b3\u30fc\u30b9\u306e\u5c02\u9580\u5206\u91ce\u306b\u57fa\u3065\u3044\u3066\u69cb\u7bc9\u3059\u308b\u5834\u5408\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u304a\u3088\u3073\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u9593\u306e\u7a7a\u9593\u76f8\u95a2\u3092\u898b\u3064\u3051\u308b\u305f\u3081\u306b\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u3092\u5206\u6790\u304a\u3088\u3073\u4f7f\u7528\u3059\u308b\u305f\u3081\u306e\u6280\u8853\u3068\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u7d4c\u9a13\u3057\u307e\u3059\u3002<\/p>\n\n<p><strong>\u3053\u306e\u5c02\u9580\u5206\u91ce\u3067\u898b\u3064\u304b\u308b\u30e2\u30b8\u30e5\u30fc\u30eb\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/strong><\/p>\n\n<ul class=\"wp-block-list\"><li>\u30af\u30a8\u30ea\u3092\u4f7f\u7528\u3057\u305f\u30c7\u30fc\u30bf\u306e\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0<\/li><li>\u30d9\u30af\u30c8\u30eb\u89e3\u6790<\/li><li>GIS\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u3057\u3066\u306e\u30ea\u30e2\u30fc\u30c8\u30bb\u30f3\u30b7\u30f3\u30b0<\/li><li>\u30e9\u30b9\u30bf\u30fc\u5206\u6790<\/li><li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\uff1a\u7a7a\u9593\u5206\u6790<\/li><\/ul>\n\n<div class=\"wp-block-buttons is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-499968f5 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fspatial-analysis-satellite-imagery-in-a-gis\" target=\"_blank\" rel=\"noreferrer noopener\">\u4eca\u3059\u3050\u767b\u9332<\/a><\/div>\n<\/div>\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n<h2 class=\"wp-block-heading\" id=\"h-applied-data-science-with-python-university-of-michigan\"><a href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Fspecializations%2Fdata-science-python\" target=\"_blank\" rel=\"noreferrer noopener\">Python\u3092\u4f7f\u7528\u3057\u305f\u5fdc\u7528\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\uff08\u30df\u30b7\u30ac\u30f3\u5927\u5b66\uff09<\/a><\/h2>\n\n<p>\u30df\u30b7\u30ac\u30f3\u5927\u5b66\u306f\u30c8\u30c3\u30d7\u30af\u30e9\u30b9\u306e\u5927\u5b66\u3068\u3057\u3066\u3001Coursera\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u901a\u3058\u3066\u5fdc\u7528\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3092\u5b66\u3076\u6a5f\u4f1a\u3092\u4e16\u754c\u4e2d\u306e\u5b66\u751f\u306b\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n<p>\u3053\u306e\u30b3\u30fc\u30b9\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3001\u30c7\u30fc\u30bf\u306e\u5fdc\u7528\u3001\u6280\u8853\u3001\u304a\u3088\u3073\u30c7\u30fc\u30bf\u5206\u6790\u306b\u3064\u3044\u3066\u306e\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n<p>\u3053\u306e\u30b3\u30fc\u30b9\u3092\u5b66\u3076\u3053\u3068\u3067\u3001\u77e5\u8b58\u304c\u5e83\u304c\u308a\u3001Python\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3001\u30c7\u30fc\u30bf\u8996\u899a\u5316\u3001\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3001Scikit-Learn\u3001\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0\u306a\u3069\u306e\u975e\u5e38\u306b\u5fc5\u8981\u306a\u30b9\u30ad\u30eb\u3092\u7fd2\u5f97\u3067\u304d\u307e\u3059\u3002<\/p>\n\n<p>Applied Data Science with Python\u306f\u3001Python\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u5341\u5206\u306a\u77e5\u8b58\uff08\u4e2d\u7d1a\uff09\u3092\u6301\u3061\u3001\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3092\u5b9f\u969b\u306e\u30b7\u30ca\u30ea\u30aa\u306b\u9069\u7528\u3059\u308b\u65b9\u6cd5\u3092\u771f\u5263\u306b\u5b66\u3076\u5b66\u751f\u5411\u3051\u306e5\u30b3\u30fc\u30b9\uff085\uff09\u306e\u30ab\u30ea\u30ad\u30e5\u30e9\u30e0\u3067\u3059\u3002<\/p>\n\n<p><strong>\u3053\u306e\u30b3\u30fc\u30b9\u306b\u542b\u307e\u308c\u308b\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u691c\u7d22\u3057\u307e\u3059\u3002<\/strong><\/p>\n\n<ul class=\"wp-block-list\"><li>Python\u3067\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5165\u9580<\/li><li>Python\u3067\u306e\u5fdc\u7528\u30d7\u30ed\u30c3\u30c8\u3001\u30b0\u30e9\u30d5\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u8868\u73fe<\/li><li>Python\u3067\u306e\u5fdc\u7528\u6a5f\u68b0\u5b66\u7fd2<\/li><li>Python\u3067\u306e\u5fdc\u7528\u30c6\u30ad\u30b9\u30c8\u30de\u30a4\u30cb\u30f3\u30b0<\/li><li>Python\u3067\u306e\u5fdc\u7528\u30bd\u30fc\u30b7\u30e3\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5206\u6790<\/li><\/ul>\n\n<div class=\"wp-block-buttons is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-499968f5 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Fspecializations%2Fdata-science-python\" target=\"_blank\" rel=\"noreferrer noopener\">\u4eca\u3059\u3050\u767b\u9332<\/a><\/div>\n<\/div>\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n<h2 class=\"wp-block-heading\" id=\"h-excel-skills-for-business-intermediate-macquarie-university\"><a href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fexcel-intermediate-1\" target=\"_blank\" rel=\"noreferrer noopener\">\u30d3\u30b8\u30cd\u30b9\u306e\u305f\u3081\u306eExcel\u30b9\u30ad\u30eb\uff1a\u4e2d\u7d1a\uff08\u30de\u30c3\u30b3\u30fc\u30ea\u30fc\u5927\u5b66\uff09<\/a><\/h2>\n\n<p>Excel\u306f\u3001\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u3067\u5e83\u304f\u666e\u53ca\u3057\u3066\u3044\u308b\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3067\u3042\u308b\u305f\u3081\u3001\u5e38\u306b\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30d3\u30b8\u30cd\u30b9\u306e\u4e00\u90e8\u306b\u306a\u308a\u307e\u3059\u3002 \u30de\u30c3\u30b3\u30fc\u30ea\u30fc\u5927\u5b66\u304c\u63d0\u4f9b\u3059\u308b\u3053\u306eExcel\u30b3\u30fc\u30b9\u306f\u3001IT\u306e\u4ed5\u4e8b\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306e\u8cb4\u91cd\u306a\u57fa\u672c\u8cc7\u7523\u3067\u3042\u308b\u3053\u3068\u3092\u8003\u3048\u308b\u3068\u3001\u3059\u3070\u3089\u3057\u3044\u30b3\u30fc\u30b9\u3067\u3059\u3002<\/p>\n\n<p>Coursera\u3067\u3053\u306e\u30b3\u30fc\u30b9\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u306f\u3001IT\u3078\u306e\u65b0\u305f\u306a\u53c2\u5165\u306b\u7406\u60f3\u7684\u3067\u3059\u3002 \u30d3\u30b8\u30cd\u30b9\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u3057\u3066\u306eExcel\u306e\u57fa\u76e4\u306b\u89e6\u308c\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u7ba1\u7406\u306b\u95a2\u3059\u308b\u77e5\u8b58\u30b9\u30ad\u30eb\u3092\u9ad8\u3081\u3001\u610f\u5473\u306e\u3042\u308b\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n\n<p>\u30b3\u30fc\u30b9\u306e\u6700\u5f8c\u306b\u306f\u3001Microsoft Excel\u3001\u9023\u7d50\u3001\u30d4\u30dc\u30c3\u30c8\u30b0\u30e9\u30d5\u3001\u304a\u3088\u3073\u30c6\u30fc\u30d6\u30eb\u3067\u5fc5\u8981\u306a\u30b9\u30ad\u30eb\u30bb\u30c3\u30c8\u3092\u7fd2\u5f97\u3057\u305f\u306e\u3067\u3001\u5c31\u8077\u6d3b\u52d5\u306e\u6e96\u5099\u304c\u6574\u3044\u307e\u3059\u3002<\/p>\n\n<p>\u30b3\u30fc\u30b9\u7d42\u4e86\u5f8c\u3001\u5171\u6709\u53ef\u80fd\u306a\u8a8d\u5b9a\u8cc7\u683c\u3092\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002<\/p>\n\n<p><strong>\u4ee5\u4e0b\u306f\u3001\u30b3\u30fc\u30b9\u4e2d\u306b\u30ab\u30d0\u30fc\u3059\u308b\u30c8\u30d4\u30c3\u30af\u3067\u3059\u3002<\/strong><\/p>\n\n<ul class=\"wp-block-list\"><li>\u8907\u6570\u306e\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u3068\u30ef\u30fc\u30af\u30d6\u30c3\u30af\u306e\u64cd\u4f5c<\/li><li>\u30c6\u30ad\u30b9\u30c8\u304a\u3088\u3073\u65e5\u4ed8\u95a2\u6570<\/li><li>\u540d\u524d\u4ed8\u304d\u7bc4\u56f2<\/li><li>\u30c7\u30fc\u30bf\u306e\u8981\u7d04<\/li><li>\u30c6\u30fc\u30d6\u30eb<\/li><li>\u30d4\u30dc\u30c3\u30c8\u30c6\u30fc\u30d6\u30eb\u3001\u30b0\u30e9\u30d5\u3001\u304a\u3088\u3073\u30b9\u30e9\u30a4\u30b5\u30fc<\/li><li>\u6700\u7d42\u8a55\u4fa1<\/li><\/ul>\n\n<div class=\"wp-block-buttons is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-499968f5 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fexcel-intermediate-1\" target=\"_blank\" rel=\"noreferrer noopener\">\u4eca\u3059\u3050\u767b\u9332<\/a><\/div>\n<\/div>\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n<h2 class=\"wp-block-heading\" id=\"h-analyzing-big-data-with-sql-cloudera\"><a href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fcloudera-big-data-analysis-sql-queries\" target=\"_blank\" rel=\"noreferrer noopener\">SQL\u3092\u4f7f\u7528\u3057\u305f\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u5206\u6790\uff08CLOUDERA\uff09<\/a><\/h2>\n\n<p>SQL\u3092\u4f7f\u7528\u3057\u305f\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u5206\u6790\u306f\u3001Coursera\u30ab\u30bf\u30ed\u30b0\u306e\u6700\u65b0\u306e\u9700\u8981\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30b3\u30fc\u30b9\u3067\u3042\u308a\u3001\u5b66\u751f\u306f\u3001\u4eca\u65e5\u306eIT\u696d\u754c\u3067\u95a2\u9023\u6027\u3092\u7dad\u6301\u3059\u308b\u305f\u3081\u306e\u30b9\u30ad\u30eb\u3092\u5b66\u3076\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 CLOUDERA\u304c\u63d0\u4f9b\u3059\u308bSQL\u3092\u4f7f\u7528\u3057\u3066\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u3068\u3001SQL\u95a2\u6570\u3092\u6df1\u304f\u7406\u89e3\u3067\u304d\u307e\u3059\u3002 \u3053\u306e\u30b3\u30fc\u30b9\u3067\u306f\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bfSQL\u30a8\u30f3\u30b8\u30f3\u3067\u3042\u308bAPACHEHive\u3068APACHEImpala\u306b\u7126\u70b9\u3092\u5f53\u3066\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u63a2\u7d22\u304a\u3088\u3073\u30af\u30a8\u30ea\u3059\u308b\u65b9\u6cd5\u3092\u5b66\u7fd2\u3057\u307e\u3059\u3002 \u307e\u305f\u3001\u30b0\u30eb\u30fc\u30d7\u306b\u5bc4\u308a\u304b\u304b\u3063\u3066\u96c6\u8a08\u3057\u3001\u5206\u6790\u7684\u306a\u8cea\u554f\u306b\u7c21\u5358\u306b\u7b54\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n<p>\u3053\u306e\u30b3\u30fc\u30b9\u3092\u5b66\u7fd2\u3059\u308b\u306b\u306f\u3001\u524d\u63d0\u6761\u4ef6\u3068\u3057\u3066\u3001\u4eee\u60f3\u30de\u30b7\u30f3\u3092\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n<p>\u3053\u306e\u30b3\u30fc\u30b9\u306f\u3001SELECT\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u306e\u57fa\u672c\u3001\u7d50\u679c\u306e\u30d5\u30a3\u30eb\u30bf\u30fc\u51e6\u7406\u3001\u5206\u6790\u306e\u8cea\u554f\u3078\u306e\u56de\u7b54\u3001\u304a\u3088\u3073\u51fa\u529b\u306e\u4e26\u3079\u66ff\u3048\u3068\u5236\u9650\u306e\u64cd\u4f5c\u3092\u5b66\u7fd2\u3059\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u7ba1\u7406\u3068\u7ba1\u7406\u306b\u53d6\u308a\u7d44\u3080\u3053\u3068\u306b\u95a2\u5fc3\u306e\u3042\u308b\u5b66\u7fd2\u8005\u306b\u6700\u9069\u3067\u3059\u3002<\/p>\n\n<p>\u5b66\u7fd2\u3059\u308b\u30b9\u30ad\u30eb\u306f\u3001Apache Impala\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3001SQL\u3001Apache Hive\u3001ApacheAnalysis\u306a\u3069\u3067\u3059\u3002<\/p>\n\n<p>\u5b8c\u4e86\u3059\u308b\u3068\u3001\u52b4\u50cd\u8005\u306e\u96c7\u7528\u4e3b\u3068\u5171\u6709\u3067\u304d\u308b\u8a3c\u660e\u66f8\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002<\/p>\n\n<p><strong>\u4ee5\u4e0b\u306e\u30e2\u30b8\u30e5\u30fc\u30eb\u306f\u3001\u3053\u306e\u30b3\u30fc\u30b9\u3067\u53d6\u308a\u4e0a\u3052\u308b\u30a8\u30ad\u30b5\u30a4\u30c6\u30a3\u30f3\u30b0\u306a\u30c8\u30d4\u30c3\u30af\u3067\u3059\u3002<\/strong><\/p>\n\n<ul class=\"wp-block-list\"><li>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3067\u306eSQL\u306e\u65b9\u5411\u6027<\/li><li>SQL SELECT Essentials<\/li><li>\u30c7\u30fc\u30bf\u306e\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0<\/li><li>\u30c7\u30fc\u30bf\u306e\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0<\/li><li>\u30c7\u30fc\u30bf\u306e\u30b0\u30eb\u30fc\u30d7\u5316\u3068\u96c6\u7d04<\/li><li>\u30c7\u30fc\u30bf\u306e\u4e26\u3079\u66ff\u3048\u3068\u5236\u9650<\/li><li>\u30c7\u30fc\u30bf\u306e\u7d44\u307f\u5408\u308f\u305b<\/li><\/ul>\n\n<div class=\"wp-block-buttons is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-499968f5 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fcloudera-big-data-analysis-sql-queries\" target=\"_blank\" rel=\"noreferrer noopener\">\u4eca\u3059\u3050\u767b\u9332<\/a><\/div>\n<\/div>\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u30b3\u30fc\u30b9\u3092\u53d7\u8b1b\u3059\u308b\u3053\u3068\u3092&hellip;<\/p>\n","protected":false},"author":1,"featured_media":136879,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_lmt_disableupdate":"","_lmt_disable":"","footnotes":""},"categories":[1783],"tags":[],"class_list":["post-386358","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-impara-ja"],"acf":[],"_links":{"self":[{"href":"https:\/\/iotworlds.com\/ja\/wp-json\/wp\/v2\/posts\/386358","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/iotworlds.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/iotworlds.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/iotworlds.com\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/iotworlds.com\/ja\/wp-json\/wp\/v2\/comments?post=386358"}],"version-history":[{"count":0,"href":"https:\/\/iotworlds.com\/ja\/wp-json\/wp\/v2\/posts\/386358\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/iotworlds.com\/ja\/wp-json\/wp\/v2\/media\/136879"}],"wp:attachment":[{"href":"https:\/\/iotworlds.com\/ja\/wp-json\/wp\/v2\/media?parent=386358"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/iotworlds.com\/ja\/wp-json\/wp\/v2\/categories?post=386358"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/iotworlds.com\/ja\/wp-json\/wp\/v2\/tags?post=386358"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}