{"id":927,"date":"2021-06-28T18:22:10","date_gmt":"2021-06-28T10:22:10","guid":{"rendered":"https:\/\/104.es\/?page_id=927"},"modified":"2021-06-28T18:22:10","modified_gmt":"2021-06-28T10:22:10","slug":"python-data-analysis-keypoints","status":"publish","type":"page","link":"https:\/\/104.es\/index.php\/python-data-analysis-keypoints\/","title":{"rendered":"Python\u8cc7\u6599\u5206\u6790\u8ab2\u7a0b\u91cd\u9ede"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">\u8ab2\u7a0b\u4f7f\u7528\u6559\u6750\uff1a<\/h2>\n\n\n\n<p><a href=\"https:\/\/www.books.com.tw\/products\/0010828697?sloc=main\">Python\u7a0b\u5f0f\u8a2d\u8a08\u57fa\u790e<\/a>\u6295\u5f71\u7247\u53ca\u7bc4\u4f8b\u7a0b\u5f0f\u78bc\uff1a<\/p>\n\n\n\n<p>https:\/\/104.es\/python-ppt\/<\/p>\n\n\n\n<p><a href=\"https:\/\/www.books.com.tw\/products\/0010871074?sloc=main\">Python\u722c\u87f2\u57fa\u790e<\/a>\u7bc4\u4f8b\u7a0b\u5f0f\u78bc\uff1a<\/p>\n\n\n\n<p>https:\/\/github.com\/skynettw\/book-mP21926<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u8a8d\u8b58Python\u7684\u865b\u64ec\u74b0\u5883<\/h2>\n\n\n\n<ul class=\"wp-block-list\"><li>virtualenv myenv<\/li><li>python -m venv myenv<\/li><li>conda create &#8211;name myenv python=3.5<\/li><\/ul>\n\n\n\n<p><a href=\"https:\/\/medium.com\/python4u\/%E7%94%A8conda%E5%BB%BA%E7%AB%8B%E5%8F%8A%E7%AE%A1%E7%90%86python%E8%99%9B%E6%93%AC%E7%92%B0%E5%A2%83-b61fd2a76566\">Conda\u865b\u64ec\u74b0\u5883\u6559\u5b78<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u8a8d\u8b58\u8cc7\u6599\u6a94\u6848\u683c\u5f0f<\/h2>\n\n\n\n<ul class=\"wp-block-list\"><li>Plain Text<\/li><li>CSV<\/li><li>JSON<\/li><li>HTML<\/li><li>Image files<\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Python\u6a94\u6848\u8655\u7406<\/h2>\n\n\n\n<ul class=\"wp-block-list\"><li>File read for text-based data<\/li><li>File write for text-based data<\/li><li>File operations for data structures of Python<\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Python\u8cc7\u6599\u5eab<\/h2>\n\n\n\n<ul class=\"wp-block-list\"><li>Sqlite3<\/li><li>MySQL<\/li><li>NoSQL (MongoDB)<\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u8cc7\u6599\u64f7\u53d6<\/h2>\n\n\n\n<ul class=\"wp-block-list\"><li>Open Data&#8217;s dataset<\/li><li>Kaggle\uff08<a href=\"https:\/\/www.kaggle.com\/datasets\">https:\/\/www.kaggle.com\/datasets<\/a>\uff09<\/li><li>Scikit-learn Datasets (<a href=\"https:\/\/scikit-learn.org\/stable\/datasets\/toy_dataset.html\">https:\/\/scikit-learn.org\/stable\/datasets\/toy_dataset.html<\/a>)<\/li><li>\u7db2\u9801\u8cc7\u6599\u64f7\u53d6<\/li><li>\u722c\u87f2\u7a0b\u5f0f\u8207\u5c08\u6848<\/li><\/ul>\n\n\n\n<p>NumPy<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Array data structure<\/li><li>Array operations<\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Pandas<\/h2>\n\n\n\n<ul class=\"wp-block-list\"><li>Series<\/li><li>DataFrame<\/li><li>Pandas functions<\/li><li>DataFrame operations and data manipulations<\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Matplotlib<\/h2>\n\n\n\n<ul class=\"wp-block-list\"><li>Basic plots<\/li><li>Axes adjustments<\/li><li>Advanced plots for data analysis<\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Scikit-Learn<\/h2>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u9435\u9054\u5c3c\u865f\u5206\u6790\u5be6\u4f8b<\/h2>\n\n\n\n<p><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" title=\"A Data Science Framework: To Achieve 99% Accuracy\" src=\"https:\/\/www.kaggle.com\/embed\/ldfreeman3\/a-data-science-framework-to-achieve-99-accuracy?kernelSessionId=2051374#?secret=2UrUNvRN1M\" data-secret=\"2UrUNvRN1M\" height=\"960\" frameborder=\"0\" scrolling=\"auto\"><\/iframe><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8ab2\u7a0b\u4f7f\u7528\u6559\u6750\uff1a Python\u7a0b\u5f0f\u8a2d\u8a08\u57fa\u790e\u6295\u5f71\u7247\u53ca\u7bc4\u4f8b\u7a0b\u5f0f\u78bc\uff1a https:\/\/104.es\/python-pp&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-927","page","type-page","status-publish","hentry"],"jetpack-related-posts":[],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/104.es\/index.php\/wp-json\/wp\/v2\/pages\/927","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/104.es\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/104.es\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/104.es\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/104.es\/index.php\/wp-json\/wp\/v2\/comments?post=927"}],"version-history":[{"count":0,"href":"https:\/\/104.es\/index.php\/wp-json\/wp\/v2\/pages\/927\/revisions"}],"wp:attachment":[{"href":"https:\/\/104.es\/index.php\/wp-json\/wp\/v2\/media?parent=927"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}