{"id":308,"date":"2021-08-12T15:54:21","date_gmt":"2021-08-12T07:54:21","guid":{"rendered":"http:\/\/blog.yuekegu.com\/?p=308"},"modified":"2021-08-12T15:54:21","modified_gmt":"2021-08-12T07:54:21","slug":"%e6%95%b0%e7%90%86%e7%bb%9f%e8%ae%a1%e4%bb%8b%e7%bb%8d","status":"publish","type":"post","link":"https:\/\/book.yuekegu.com\/index.php\/2021\/08\/12\/%e6%95%b0%e7%90%86%e7%bb%9f%e8%ae%a1%e4%bb%8b%e7%bb%8d\/","title":{"rendered":"\u6570\u7406\u7edf\u8ba1\u4ecb\u7ecd"},"content":{"rendered":"\n<p>\u5177\u4f53\u5305\u542b\u7684\u8bfe\u7a0b\u5305\u62ec\u2236<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Introduction to Probability and Data<\/li><li>Inferential Statistics <\/li><li>Linear Regression and Modeling<\/li><li>Bayesian Statistics<\/li><\/ul>\n\n\n\n<p>\u8bfe\u7a0b0verview<\/p>\n\n\n\n<p>\u8036\u9c81\u6210\u7acb\u6570\u636e\u79d1\u5b66\u7cfb<\/p>\n\n\n\n<p>https\u2236\/www.kaggle.com\/Kaggle\u4e2dR\u548cpython\u662f\u4e3b\u8981\u7f16\u7a0b\u8bed\u8a00\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u00b7\u6570\u7406\u7edf\u8ba1\u4ecb\u7ecd\u6570\u636e\u79d1\u5b66\u4ecb\u7ecd<\/li><li>\u00b7\u7edf\u8ba1\u6559\u6750\u4ecb\u7ecd\u00b7\u7ec8\u751f\u5b66\u4e60\u8005\u7279\u4f9b<\/li><li>\u00b7R\u548c RStudio \u4ecb\u7ecd<\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li>\u00b7Reproducible research \u4ecb\u7ecd<\/li><li>\u00b7\u6982\u7387\u77e5\u8bc6\u4ecb\u7ecd\u00b7 Descriptive statistics<\/li><li>\u00b7\u7edf\u8ba1\u5b66\u6a21\u62df<\/li><li>\u00b7\u4f20\u7edf\u7edf\u8ba1\u5b66\u4e09\u5927\u5185\u5bb9<\/li><li>\u00b7\u7edf\u8ba1p\u503c\u65b9\u6cd5\u7684\u5ba1\u89c6<\/li><\/ul>\n\n\n\n<p>\u6574\u5bb9\u7248\u672c\u7ef4\u57fa\u767e\u79d1\u3011\uff08https\u2236\/www.wikiwand.com\/\uff09\u548c google<\/p>\n\n\n\n<p>\u6570\u636e\u79d1\u5b66\u4ecb\u7ecd<\/p>\n\n\n\n<p>\u6570\u636e\u79d1\u5b66\u662f\u4e00\u4e2a\u975e\u5e38\u6709\u8da3\u7684\u5b66\u79d1\uff0c\u5b83\u4e3b\u8981\u7814\u7a76\u5982\u4f55\u628a\u539f\u59cb\u6570\u636e\u53d8\u6210\u5bf9\u4e8e\u73b0\u5b9e\u7684\u7406\u89e3\u95ee\u9898\u7684\u6d1e\u89c1\u548c\u77e5\u8bc6\u3002\u6570\u636e\u79d1\u5b66\u662f\u4e2a\u6d89\u53ca\u975e\u5e38\u5e7f\u6cdb\u7684\u9886\u57df\uff0c\u5178\u578b\u7684\u6570\u636e\u79d1\u5b66\u7684\u662f\u957f\u6210\u8fd9\u6837\u7684<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/book.yuekegu.com\/wp-content\/uploads\/2021\/08\/%E5%9B%BE%E7%89%87.png\" alt=\"\" class=\"wp-image-309\"\/><\/figure>\n\n\n\n<p>\u4e00\u4e2a\u5178\u578b\u7684R\u8bed\u8a00\u4e0b\u7684\u6570\u636e\u79d1\u5b66\u7cfb\u7edf\u5316\u8bad\u7ec3\u8bfe\u7a0b\u4f53\u7cfb\u5982\u4e0b John Hopskins \u7684 Data science specialization\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>1.The Data Scientist&#8217;s Toolbox <\/li><li>2. R programing<\/li><li>3. Getting and Cleaning Data <\/li><li>4. Exploratory Data Analysis<\/li><li>\u00a05. Reproducible Research <\/li><li>6. Statistical Inference<\/li><li>\u00a07. Regression Models <\/li><li>8. Practical Machine Learning<\/li><li>\u00a09. Developing Data Products <\/li><li>10. Data Science Capstone<\/li><\/ul>\n\n\n\n<p>\u53ef\u4ee5\u770b\u51fa\u8bfe\u7a0b\u7684\u5b89\u6392\u6309\u7167 Hadley \u4e66\u4e2d\u7684\u6d41\u7a0b\u56fe\u5f88\u76f8\u4f3c\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5177\u4f53\u5305\u542b\u7684\u8bfe\u7a0b\u5305\u62ec\u2236 Introduction to Probability and Data Inferential Statistics Linear Regression and Modeling Bayesian Statistics \u8bfe\u7a0b0verview \u8036\u9c81\u6210\u7acb\u6570\u636e\u79d1\u5b66\u7cfb https\u2236\/www.kaggle.com\/Kaggle\u4e2dR\u548cpython\u662f\u4e3b\u8981\u7f16\u7a0b\u8bed\u8a00\u3002 \u00b7\u6570\u7406\u7edf\u8ba1\u4ecb\u7ecd\u6570\u636e\u79d1\u5b66\u4ecb\u7ecd \u00b7\u7edf\u8ba1\u6559\u6750\u4ecb\u7ecd\u00b7\u7ec8\u751f\u5b66\u4e60\u8005\u7279\u4f9b \u00b7R\u548c RStudio \u4ecb\u7ecd \u00b7Reproducible research \u4ecb\u7ecd \u00b7\u6982\u7387\u77e5\u8bc6\u4ecb\u7ecd\u00b7 Descriptive statistics \u00b7\u7edf\u8ba1\u5b66\u6a21\u62df \u00b7\u4f20\u7edf\u7edf\u8ba1\u5b66\u4e09\u5927\u5185\u5bb9 \u00b7\u7edf\u8ba1p\u503c\u65b9\u6cd5\u7684\u5ba1\u89c6 \u6574\u5bb9\u7248\u672c\u7ef4\u57fa\u767e\u79d1\u3011\uff08https\u2236\/www.wikiwand.com\/\uff09\u548c google \u6570\u636e\u79d1\u5b66\u4ecb\u7ecd \u6570\u636e\u79d1\u5b66\u662f\u4e00\u4e2a\u975e\u5e38\u6709\u8da3\u7684\u5b66\u79d1\uff0c\u5b83\u4e3b\u8981\u7814\u7a76\u5982\u4f55\u628a\u539f\u59cb\u6570\u636e\u53d8\u6210\u5bf9\u4e8e\u73b0\u5b9e\u7684\u7406\u89e3\u95ee\u9898\u7684\u6d1e\u89c1\u548c\u77e5\u8bc6\u3002\u6570\u636e\u79d1\u5b66\u662f\u4e2a\u6d89\u53ca\u975e\u5e38\u5e7f\u6cdb\u7684\u9886\u57df\uff0c\u5178\u578b\u7684\u6570\u636e\u79d1\u5b66\u7684\u662f\u957f\u6210\u8fd9\u6837\u7684 \u4e00\u4e2a\u5178\u578b\u7684R\u8bed\u8a00\u4e0b\u7684\u6570\u636e\u79d1\u5b66\u7cfb\u7edf\u5316\u8bad\u7ec3\u8bfe\u7a0b\u4f53\u7cfb\u5982\u4e0b John Hopskins \u7684 Data science specialization\u3002 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[24],"tags":[],"class_list":["post-308","post","type-post","status-publish","format-standard","hentry","category-psychology"],"_links":{"self":[{"href":"https:\/\/book.yuekegu.com\/index.php\/wp-json\/wp\/v2\/posts\/308","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/book.yuekegu.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/book.yuekegu.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/book.yuekegu.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/book.yuekegu.com\/index.php\/wp-json\/wp\/v2\/comments?post=308"}],"version-history":[{"count":0,"href":"https:\/\/book.yuekegu.com\/index.php\/wp-json\/wp\/v2\/posts\/308\/revisions"}],"wp:attachment":[{"href":"https:\/\/book.yuekegu.com\/index.php\/wp-json\/wp\/v2\/media?parent=308"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/book.yuekegu.com\/index.php\/wp-json\/wp\/v2\/categories?post=308"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/book.yuekegu.com\/index.php\/wp-json\/wp\/v2\/tags?post=308"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}