{"id":1218,"date":"2019-05-08T13:53:55","date_gmt":"2019-05-08T05:53:55","guid":{"rendered":"https:\/\/blog.jsjs.org\/?p=1218"},"modified":"2019-05-08T13:53:55","modified_gmt":"2019-05-08T05:53:55","slug":"%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e4%b9%a6%e5%8d%95%ef%bc%88%e5%a4%96%e6%96%87%e7%89%88%ef%bc%89","status":"publish","type":"post","link":"https:\/\/blog.jsjs.org\/?p=1218","title":{"rendered":"\u673a\u5668\u5b66\u4e60\u4e66\u5355\uff08\u5916\u6587\u7248\uff09"},"content":{"rendered":"\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/static.leiphone.com\/uploads\/new\/article\/740_740\/201701\/588317a4e2934.jpg?imageMogr2\/format\/jpg\/quality\/90\" alt=\"\u673a\u5668\u5b66\u4e60\u6f2b\u6e38\u6307\u5357 \u6700\u5b8c\u6574\u7684\u5165\u95e8\u4e66\u5355\uff08\u5916\u6587\u7248\uff09\"\/><\/figure>\n\n\n\n<p><em>\u7f16\u8005\u6ce8\uff1a<strong>\u6fb3\u5927\u5229\u4e9a\u673a\u5668\u5b66\u4e60\u4e13\u5bb6\u3001\u7545\u9500\u4e66\u4f5c\u8005 &nbsp;Jason Brownlee<\/strong>\uff0c\u5bf9<strong>\u673a\u5668\u5b66\u4e60<\/strong>\u9886\u57df\u7684\u5404\u7c7b\u4f18\u8d28\u4e66\u7c4d\u8fdb\u884c\u4e86\u76d8\u70b9\uff0c\u6c47\u603b\u6210\u8fd9\u4efd\u9605\u8bfb\u6307\u5357\u3002\u5728\u6240\u7b5b\u9009\u7684\u5b66\u4e60\u8d44\u6e90\u4e2d\uff0c\u8fd9\u582a\u79f0\u662f\u8fc4\u4eca\u4e3a\u6b62<strong>\u6700\u5168\u9762\u3001\u6700\u5b8c\u6574\u3001\u6743\u5a01\u6027\u6bd4\u8f83\u9ad8<\/strong>\u7684\u4e00\u4efd ML \u4e66\u5355\uff0c\u6db5\u76d6\u4e86\u6700\u503c\u5f97\u5b66\u4e60\u8005\u3001\u4ece\u4e1a\u8005\u3001\u5f00\u53d1\u8005\u8ba4\u771f\u7814\u8bfb\u7684\u7cbe\u54c1\u4e66\u76ee\u3002\u8fd9\u4efd\u6307\u5357\u9002\u5408\u591a\u6837\u80cc\u666f\u7684\u8bfb\u8005\uff1a\u4ece\u60f3\u8981\u4e86\u89e3\u673a\u5668\u5b66\u4e60\u7684\u666e\u901a\u4eba\uff0c\u5230\u5165\u95e8\u65b0\u624b\uff0c\u518d\u5230\u9ad8\u9636\u5f00\u53d1\u8005\u548c\u5b66\u672f\u7814\u7a76\u4eba\u5458\u3002\u56e0\u6b64\uff0c\u96f7\u950b\u7f51\u5bf9\u5176\u8fdb\u884c\u7f16\u8bd1\u6574\u7406\uff0c\u7279\u6765\u4e0e\u5927\u5bb6\u5206\u4eab\u3002<\/em><\/p>\n\n\n\n<p><em>\u53cb\u60c5\u63d0\u9192\uff1a\u8be5\u6307\u5357\u53ea\u8003\u8651\u4e86\u82f1\u6587\u5e02\u573a\u7684\u673a\u5668\u5b66\u4e60\u56fe\u4e66\uff0c\u9002\u5408\u5927\u5bb6\u4f5c\u4e3a\u56fd\u9645 ML \u8bfb\u7269\u7684\u53c2\u8003\u3002\u800c\u4f8b\u5982\u5468\u5fd7\u534e\u8001\u5e08 \u300a\u673a\u5668\u5b66\u4e60\u300b\u7b49\u56fd\u5185\u4f18\u79c0\u8457\u4f5c\u5e76\u6ca1\u6709\u4f53\u73b0\uff0c\u8bf7\u8bfb\u8005\u89c1\u8c05\u3002<\/em><\/p>\n\n\n\n<p>Jason Brownlee\uff1a<\/p>\n\n\n\n<p>\u6211\u559c\u6b22\u4e66\uff0c\u5bf9\u4e8e\u641e\u5230\u7684\u6bcf\u4e00\u672c\u673a\u5668\u5b66\u4e60\u4e66\u7c4d\uff0c\u6211\u90fd\u8981\u53bb\u8bfb\u3002<\/p>\n\n\n\n<p>\u6211\u8ba4\u4e3a\uff0c\u6709\u597d\u7684\u53c2\u8003\u8d44\u6e90\uff0c\u662f\u5bf9\u4f60\u5fc3\u4e2d\u673a\u5668\u5b66\u4e60\u8c1c\u9898\u8fdb\u884c\u201c\u89e3\u60d1\u201d\u7684\u6700\u5feb\u65b9\u5f0f\u3002\u9605\u8bfb\u591a\u672c\u4e66\uff0c\u4f60\u5c31\u6709\u4e86\u770b\u5f85\u7591\u96be\u95ee\u9898\u7684\u591a\u79cd\u89d2\u5ea6\u3002<\/p>\n\n\n\n<p><strong>\u8fd9\u4efd\u6307\u5357\u4e2d\uff0c\u4f60\u4f1a\u53d1\u73b0\u673a\u5668\u5b66\u4e60\u9886\u57df\u6700\u503c\u5f97\u4e00\u8bfb\u7684\u597d\u4e66\u3002<\/strong><\/p>\n\n\n\n<p>\u6709\u8bb8\u591a\u539f\u56e0\u4fc3\u4f7f\u4eba\u4eec\u60f3\u8981\u673a\u5668\u5b66\u4e60\u4e66\u7c4d\u3002\u56e0\u6b64\uff0c\u6211\u91c7\u7528\u4e86\u4e09\u79cd\u4e0d\u540c\u65b9\u5f0f\u5bf9\u673a\u5668\u5b66\u4e60\u4e66\u7c4d\u8fdb\u884c\u5206\u7c7b\u3001\u6392\u5217\uff0c\u4f7f\u8bfb\u8005\u4eec\u80fd\u6309\u56fe\u7d22\u9aa5\u5feb\u901f\u67e5\u627e\u3002\u6bd4\u65b9\u8bf4\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u4f9d\u636e\u7c7b\u522b\uff08\u96be\u6613\uff09\uff1a\u6559\u6750\uff0c\u79d1\u666e\u7b49\u3002<\/li><li>\u4f9d\u636e\u8bdd\u9898\uff1aPython\uff0c<a href=\"http:\/\/www.leiphone.com\/news\/201701\/LqwiP7VUJO9DgBPi.html\" target=\"_blank\" rel=\"noreferrer noopener\">\u6df1\u5ea6\u5b66\u4e60<\/a>\u7b49<\/li><li>\u4f9d\u636e\u51fa\u7248\u5546\uff1aPackt\uff0cO\u2019Reilly \u7b49<\/li><\/ul>\n\n\n\n<p>\u6240\u6709\u4e66\u90fd\u5305\u62ec\u4e86\u4e9a\u9a6c\u900a\u6216\u4eac\u4e1c\u94fe\u63a5\uff0c\u4f60\u53ef\u4ee5\u70b9\u51fb\u94fe\u63a5\u4e86\u89e3\u66f4\u591a\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5982\u4f55\u4f7f\u7528\u8fd9\u4efd\u6307\u5357\uff1f<\/h3>\n\n\n\n<ol class=\"wp-block-list\"><li>\u627e\u5230\u4e00\u4e2a\u4f60\u6700\u611f\u5174\u8da3\u7684\u8bdd\u9898<\/li><li>\u6d4f\u89c8\u6240\u9009\u7c7b\u522b\u7684\u4e66\u76ee<\/li><li>\u8d2d\u4e66\u3001\u501f\u4e66\u3001\u4e0b\u8f7d<\/li><li>\u4ece\u5934\u8bfb\u5230\u5c3e<\/li><li>\u91cd\u590d\u4ee5\u4e0a\u8fc7\u7a0b<\/li><\/ol>\n\n\n\n<p>\u628a\u4e66\u6446\u5728\u5bb6\u91cc\u3001\u529e\u516c\u5ba4\u663e\u773c\u7684\u5730\u65b9\uff0c\u8ddf\u4f60\u8bfb\u8fc7\u90a3\u672c\u4e66\u662f\u4e24\u7801\u4e8b\u3002\u522b\u778e\u641e\u6536\u85cf\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">1.0 \u4f9d\u636e\u96be\u6613\u6c34\u5e73<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1.1 \u673a\u5668\u5b66\u4e60\u79d1\u666e\u8bfb\u7269<\/h3>\n\n\n\n<p>\u8fd9\u662f\u9762\u5411\u666e\u901a\u5927\u4f17\u7684\u673a\u5668\u5b66\u4e60\u4e66\u76ee\u3002<strong>\u5b83\u4eec\u8ba9\u4f60\u4f53\u4f1a\u5230\u673a\u5668\u5b66\u4e60\u548c\u6570\u636e\u79d1\u5b66\u7684\u4f18\u70b9\u548c\u76ca\u5904\uff0c\u4f46\u514d\u53bb\u4e86\u7406\u8bba\u548c\u5e94\u7528\u7ec6\u8282\u3002<\/strong>\u6211\u8fd8\u52a0\u5165\u4e86\u4e00\u4e9b\u4e2a\u4eba\u975e\u5e38\u559c\u6b22\u7684\u3001\u504f\u201c\u7edf\u8ba1\u601d\u7ef4\u201d\u7684\u6d41\u884c\u79d1\u666e\u8bfb\u7269\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/www.amazon.cn\/dp\/0465065708\/ref=sr_1_1?ie=UTF8&amp;qid=1484993631&amp;sr=8-1&amp;keywords=The+Master+Algorithm%3A+How+the+Quest+for+the+Ultimate+Learning+Machine+Will+Remake+Our+World\" rel=\"noreferrer noopener\" target=\"_blank\">The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World<\/a>\u8bd1\u672c\uff1a<a href=\"https:\/\/www.amazon.cn\/dp\/B01N2RMYKL\/ref=sr_1_2?ie=UTF8&amp;qid=1484993631&amp;sr=8-2&amp;keywords=The+Master+Algorithm%3A+How+the+Quest+for+the+Ultimate+Learning+Machine+Will+Remake+Our+World\" rel=\"noreferrer noopener\" target=\"_blank\">\u7ec8\u6781\u7b97\u6cd5:\u673a\u5668\u5b66\u4e60\u548c\u4eba\u5de5\u667a\u80fd\u5982\u4f55\u91cd\u5851\u4e16\u754c<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/1119145678\/ref=sr_1_1?ie=UTF8&amp;qid=1484993784&amp;sr=8-1&amp;keywords=Predictive+Analytics%3A+The+Power+to+Predict+Who+Will+Click%2C+Buy%2C+Lie%2C+or+Die\" rel=\"noreferrer noopener\" target=\"_blank\">Predictive Analytics: The Power to Predict Who Will Click, Buy, Lie, or Die<\/a>\u8bd1\u672c\uff1a<a href=\"https:\/\/www.amazon.cn\/dp\/B00QLSKVWM\/ref=sr_1_2?ie=UTF8&amp;qid=1484993784&amp;sr=8-2&amp;keywords=Predictive+Analytics%3A+The+Power+to+Predict+Who+Will+Click%2C+Buy%2C+Lie%2C+or+Die\" rel=\"noreferrer noopener\" target=\"_blank\">\u5927\u6570\u636e\u9884\u6d4b<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/0143125087\/ref=sr_1_1?ie=UTF8&amp;qid=1484993868&amp;sr=8-1&amp;keywords=The+Signal+and+the+Noise%3A+Why+So+Many+Predictions+Fail%E2%80%93but+Some+Don%27t\" rel=\"noreferrer noopener\" target=\"_blank\">The Signal and the Noise: Why So Many Predictions Fail\u2013but Some Don&#8217;t<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/s\/ref=nb_sb_noss?__mk_zh_CN=%E4%BA%9A%E9%A9%AC%E9%80%8A%E7%BD%91%E7%AB%99&amp;url=search-alias%3Daps&amp;field-keywords=Naked+Statistics%3A+Stripping+the+Dread+from+the+Data\" rel=\"noreferrer noopener\" target=\"_blank\">Naked Statistics: Stripping the Dread from the Data<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/039334777X\/ref=sr_1_1?ie=UTF8&amp;qid=1484993906&amp;sr=8-1&amp;keywords=Naked+Statistics%3A+Stripping+the+Dread+from+the+Data\" rel=\"noreferrer noopener\" target=\"_blank\">The Drunkard&#8217;s Walk: How Randomness Rules Our Lives<\/a><\/li><\/ul>\n\n\n\n<p>\u8be5\u7c7b\u522b\u7684\u9996\u9009\u662f\uff1a&nbsp;The Signal and the Noise<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/static.leiphone.com\/uploads\/new\/article\/740_740\/201701\/588319151b379.jpg?imageMogr2\/format\/jpg\/quality\/90\" alt=\"\u673a\u5668\u5b66\u4e60\u6f2b\u6e38\u6307\u5357 \u6700\u5b8c\u6574\u7684\u5165\u95e8\u4e66\u5355\uff08\u5916\u6587\u7248\uff09\"\/><\/figure>\n\n\n\n<p>\u4e0e\u4e0a\u8ff0\u8bfb\u7269\u7684\u4e50\u89c2\u76f8\u6bd4\uff0c\u63d0\u4f9b\u4e86\u53cd\u9762\u89c2\u70b9\u7684\u662f\uff1a<a href=\"https:\/\/www.amazon.cn\/dp\/0553418815\/ref=sr_1_1?ie=UTF8&amp;qid=1484994007&amp;sr=8-1&amp;keywords=Weapons+of+Math+Destruction%3A+How+Big+Data+Increases+Inequality+and+Threatens+Democracy.\" rel=\"noreferrer noopener\" target=\"_blank\">Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy.<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1.2 \u521d\u5b66\u8005\u4e66\u7c4d<\/h3>\n\n\n\n<p>\u771f\u6b63\u9762\u5411\u96f6\u57fa\u7840\u521d\u5b66\u8005\u7684\u673a\u5668\u5b66\u4e60\u4e66\u7c4d\uff0c\u57fa\u672c\u4e0a\u662f\u4e00\u7247\u5e02\u573a\u7a7a\u767d\u3002\u4e0b\u9762\u7684\u8fd9\u4e9b\u4e66\uff0c<strong>\u65e2\u5305\u542b\u4e86\u79d1\u666e\u8bfb\u7269\uff08\u89c1 1.1\uff09\u4e2d\u4f7f\u7528\u673a\u5668\u5b66\u4e60\u7684\u76ca\u5904\uff0c\u4e5f\u90e8\u5206\u5305\u542b\u4e86\u591a\u89c1\u4e8e\u5165\u95e8\u4e66\u7c4d\uff08\u89c1 1.3\uff09\u7684\u5e94\u7528\u7ec6\u8282\u3002<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/www.amazon.cn\/dp\/1449361323\/ref=sr_1_1?ie=UTF8&amp;qid=1484994046&amp;sr=8-1&amp;keywords=Data+Science+for+Business%3A+What+You+Need+to+Know+about+Data+Mining+and+Data-Analytic+Thinking\" rel=\"noreferrer noopener\" target=\"_blank\">Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/111866146X\/ref=sr_1_1?ie=UTF8&amp;qid=1484994060&amp;sr=8-1&amp;keywords=Data+Smart%3A+Using+Data+Science+to+Transform+Information+into+Insight\" rel=\"noreferrer noopener\" target=\"_blank\">Data Smart: Using Data Science to Transform Information into Insight<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/0128042915\/ref=sr_1_3?ie=UTF8&amp;qid=1484994085&amp;sr=8-3&amp;keywords=Data+Mining%3A+Practical+Machine+Learning+Tools+and+Techniques\" rel=\"noreferrer noopener\" target=\"_blank\">Data Mining: Practical Machine Learning Tools and Techniques \uff08\u7b2c\u56db\u7248\uff09<\/a>\u8bd1\u672c\uff1a<a href=\"https:\/\/www.amazon.cn\/dp\/B00K5I91WK\/ref=sr_1_1?ie=UTF8&amp;qid=1484994085&amp;sr=8-1&amp;keywords=Data+Mining%3A+Practical+Machine+Learning+Tools+and+Techniques\" rel=\"noreferrer noopener\" target=\"_blank\">\u6570\u636e\u6316\u6398\uff1a\u5b9e\u7528\u673a\u5668\u5b66\u4e60\u5de5\u5177\u4e0e\u6280\u672f\uff08\u7b2c\u4e09\u7248\uff09<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/1449358659\/ref=sr_1_fkmr1_2?ie=UTF8&amp;qid=1484994171&amp;sr=8-2-fkmr1&amp;keywords=Doing+Data+Science%3A+Straight+Talk+from+the+Frontline\" rel=\"noreferrer noopener\" target=\"_blank\">Doing Data Science: Straight Talk from the Frontline<\/a><\/li><li>\u8bd1\u672c\uff1a<a href=\"https:\/\/www.amazon.cn\/dp\/B00UA81V9G\/ref=sr_1_fkmr1_1?ie=UTF8&amp;qid=1484994171&amp;sr=8-1-fkmr1&amp;keywords=Doing+Data+Science%3A+Straight+Talk+from+the+Frontline\" rel=\"noreferrer noopener\" target=\"_blank\">\u6570\u636e\u79d1\u5b66\u5b9e\u6218&nbsp;<\/a><\/li><\/ul>\n\n\n\n<p>\u8be5\u7c7b\u522b\u7684\u9996\u9009\u662f\uff1aData Mining: Practical Machine Learning Tools and Techniques \uff08\u6570\u636e\u6316\u6398\uff1a\u5b9e\u7528\u673a\u5668\u5b66\u4e60\u5de5\u5177\u4e0e\u6280\u672f\uff09<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/static.leiphone.com\/uploads\/new\/article\/740_740\/201701\/58831ca16cd76.jpg?imageMogr2\/format\/jpg\/quality\/90\" alt=\"\u673a\u5668\u5b66\u4e60\u6f2b\u6e38\u6307\u5357 \u6700\u5b8c\u6574\u7684\u5165\u95e8\u4e66\u5355\uff08\u5916\u6587\u7248\uff09\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">1.3 \u673a\u5668\u5b66\u4e60\u5165\u95e8\u4e66\u7c4d<\/h3>\n\n\n\n<p>\u4e0b\u9762\u662f\u83dc\u9e1f\u5165\u95e8\u7684\u9996\u9009\u4e66\u5355\u3002\u76f8\u5f53\u4e8e\u672c\u79d1\u751f\u7ea7\u522b\u7684\u673a\u5668\u5b66\u4e60\u8d44\u6e90\uff0c\u9002\u5408\u57fa\u7840\u5b66\u4e60\u8005\u4ee5\u53ca\u5f00\u53d1\u8005\u65b0\u624b\u3002\u5b83\u4eec\u8986\u76d6\u4e86\u5e7f\u6cdb\u7684\u673a\u5668\u5b66\u4e60\u8bdd\u9898\uff0c<strong>\u503e\u5411\u4e8e\u201c\u600e\u4e48\u505a\u201d\uff0c\u800c\u975e\u201c\u4e3a\u4ec0\u4e48\u201d\u6216\u662f\u63a2\u8ba8\u7406\u8bba<\/strong>\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/www.amazon.cn\/dp\/1449303714\/ref=sr_1_fkmr0_2?ie=UTF8&amp;qid=1484994264&amp;sr=8-2-fkmr0&amp;keywords=Machine+Learning+for+Hackers%3A+Case+Studies+and+Algorithms+to+Get+You+Started\" rel=\"noreferrer noopener\" target=\"_blank\">Machine Learning for Hackers: Case Studies and Algorithms to Get You Started<\/a>\u8bd1\u672c\uff1a<a href=\"https:\/\/www.amazon.cn\/dp\/B00CFCNGLG\/ref=sr_1_1?ie=UTF8&amp;qid=1484994624&amp;sr=8-1&amp;keywords=%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%3A%E5%AE%9E%E7%94%A8%E6%A1%88%E4%BE%8B%E8%A7%A3%E6%9E%90\" rel=\"noreferrer noopener\" target=\"_blank\">\u673a\u5668\u5b66\u4e60:\u5b9e\u7528\u6848\u4f8b\u89e3\u6790&nbsp;<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/1617290181\/ref=sr_1_2?ie=UTF8&amp;qid=1484994330&amp;sr=8-2&amp;keywords=Machine+Learning+in+Action\" rel=\"noreferrer noopener\" target=\"_blank\">Machine Learning in Action<\/a>\u8bd1\u672c\uff1a<a href=\"https:\/\/www.amazon.cn\/dp\/B00D747PTK\/ref=sr_1_1?ie=UTF8&amp;qid=1484994330&amp;sr=8-1&amp;keywords=Machine+Learning+in+Action\" rel=\"noreferrer noopener\" target=\"_blank\">\u673a\u5668\u5b66\u4e60\u5b9e\u6218&nbsp;<\/a><\/li><li><a href=\"https:\/\/item.jd.com\/19177525.html\" rel=\"noreferrer noopener\" target=\"_blank\">Programming Collective Intelligence: Building Smart Web 2.0 Applications<\/a>\u8bd1\u672c\uff1a<a href=\"https:\/\/www.amazon.cn\/dp\/B00UI93JD8\/ref=sr_1_fkmr0_1?ie=UTF8&amp;qid=1484994375&amp;sr=8-1-fkmr0&amp;keywords=Programming+Collective+Intelligence%3A+Building+Smart+Web+2.0+Applications\" rel=\"noreferrer noopener\" target=\"_blank\">\u96c6\u4f53\u667a\u6167\u7f16\u7a0b&nbsp;<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/1461471370\/ref=sr_1_1?ie=UTF8&amp;qid=1484994489&amp;sr=8-1&amp;keywords=An+Introduction+to+Statistical+Learning%3A+with+Applications+in+R\" rel=\"noreferrer noopener\" target=\"_blank\">An Introduction to Statistical Learning: with Applications in R<\/a>\u8bd1\u672c\uff1a<a href=\"https:\/\/www.amazon.cn\/dp\/B00YEF9SHS\/ref=sr_1_2?ie=UTF8&amp;qid=1484994489&amp;sr=8-2&amp;keywords=An+Introduction+to+Statistical+Learning%3A+with+Applications+in+R\" rel=\"noreferrer noopener\" target=\"_blank\">\u7edf\u8ba1\u5b66\u4e60\u5bfc\u8bba\uff1a\u57fa\u4e8eR\u5e94\u7528&nbsp;<\/a><\/li><li><a href=\"https:\/\/item.jd.com\/19459160.html\" rel=\"noreferrer noopener\" target=\"_blank\">Applied Predictive Modeling<\/a>\u8bd1\u672c\uff1a<a href=\"https:\/\/www.amazon.cn\/dp\/B01EREGLGG\/ref=sr_1_1?ie=UTF8&amp;qid=1484994553&amp;sr=8-1&amp;keywords=Applied+Predictive+Modeling\" rel=\"noreferrer noopener\" target=\"_blank\">\u5e94\u7528\u9884\u6d4b\u5efa\u6a21<\/a><\/li><\/ul>\n\n\n\n<p>\u8be5\u7c7b\u522b\u7684\u9996\u9009\u662f\uff1aAn Introduction to Statistical Learning: with Applications in R \uff08\u7edf\u8ba1\u5b66\u4e60\u5bfc\u8bba\uff1a\u57fa\u4e8eR\u5e94\u7528\uff09<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/static.leiphone.com\/uploads\/new\/article\/740_740\/201701\/58831f5f30c2a.jpg?imageMogr2\/format\/jpg\/quality\/90\" alt=\"\u673a\u5668\u5b66\u4e60\u6f2b\u6e38\u6307\u5357 \u6700\u5b8c\u6574\u7684\u5165\u95e8\u4e66\u5355\uff08\u5916\u6587\u7248\uff09\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">1.4 \uff08\u56fd\u5916\uff09\u673a\u5668\u5b66\u4e60\u6559\u79d1\u4e66<\/h3>\n\n\n\n<p>\u4e0b\u9762\u662f\u4e16\u754c\u4e00\u6d41\u673a\u5668\u5b66\u4e60\u6559\u6750\u7684\u5217\u8868\u3002<strong>\u8fd9\u4e9b\u662f\u7814\u7a76\u751f\u8bfe\u7a0b\u4e2d\u4f1a\u4f7f\u7528\u5230\u7684\u6559\u79d1\u4e66\uff0c\u8986\u76d6\u4e86\u4e00\u7cfb\u5217\u65b9\u6cd5\u548c\u80cc\u540e\u7684\u7406\u8bba\u3002<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/www.amazon.cn\/dp\/B00PRH2BXA\/ref=sr_1_1?ie=UTF8&amp;qid=1484994797&amp;sr=8-1&amp;keywords=The+Elements+of+Statistical+Learning%3A+Data+Mining%2C+Inference%2C+and+Prediction\" rel=\"noreferrer noopener\" target=\"_blank\">The Elements of Statistical Learning: Data Mining, Inference, and Prediction<\/a>\u8bd1\u672c\uff1a<a href=\"https:\/\/item.jd.com\/10173515.html\" rel=\"noreferrer noopener\" target=\"_blank\">\u7edf\u8ba1\u5b66\u4e60\u57fa\u7840\uff1a\u6570\u636e\u6316\u6398\u3001\u63a8\u7406\u4e0e\u9884\u6d4b<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/0387310738\/ref=sr_1_1?ie=UTF8&amp;qid=1484994976&amp;sr=8-1&amp;keywords=Pattern+Recognition+and+Machine+Learning\" rel=\"noreferrer noopener\" target=\"_blank\">Pattern Recognition and Machine Learning<\/a><\/li><li><a href=\"https:\/\/item.taobao.com\/item.htm?spm=a230r.1.14.1.n1rEka&amp;id=544041082795&amp;ns=1&amp;abbucket=9#detail\" rel=\"noreferrer noopener\" target=\"_blank\">Machine Learning: A Probabilistic Perspective<\/a><\/li><li><a href=\"http:\/\/learning%20from%20data\/\" rel=\"noreferrer noopener\" target=\"_blank\">Learning From Data<\/a><\/li><li><a href=\"https:\/\/item.jd.com\/19716516.html\" rel=\"noreferrer noopener\" target=\"_blank\">Machine Learning<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/1107422221\/ref=sr_1_1?ie=UTF8&amp;qid=1484995349&amp;sr=8-1&amp;keywords=Machine+Learning%3A+The+Art+and+Science+of+Algorithms+that+Make+Sense+of+Data\" rel=\"noreferrer noopener\" target=\"_blank\">Machine Learning: The Art and Science of Algorithms that Make Sense of Data<\/a>\u8bd1\u672c\uff1a<a href=\"https:\/\/www.amazon.cn\/dp\/B019CRHQ8K\/ref=sr_1_2?ie=UTF8&amp;qid=1484995349&amp;sr=8-2&amp;keywords=Machine+Learning%3A+The+Art+and+Science+of+Algorithms+that+Make+Sense+of+Data\" rel=\"noreferrer noopener\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/026201825X\/ref=sr_1_1?ie=UTF8&amp;qid=1484995371&amp;sr=8-1&amp;keywords=Foundations+of+Machine+Learning\" rel=\"noreferrer noopener\" target=\"_blank\">Foundations of Machine Learning<\/a><\/li><\/ul>\n\n\n\n<p>\u8be5\u7c7b\u522b\u7684\u9996\u9009\u662f\uff1a&nbsp;The Elements of Statistical Learning: Data Mining, Inference, and Prediction \uff08\u7edf\u8ba1\u5b66\u4e60\u57fa\u7840\uff1a\u6570\u636e\u6316\u6398\u3001\u63a8\u7406\u4e0e\u9884\u6d4b\uff09<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/static.leiphone.com\/uploads\/new\/article\/740_740\/201701\/588320e59efd2.jpg?imageMogr2\/format\/jpg\/quality\/90\" alt=\"\u673a\u5668\u5b66\u4e60\u6f2b\u6e38\u6307\u5357 \u6700\u5b8c\u6574\u7684\u5165\u95e8\u4e66\u5355\uff08\u5916\u6587\u7248\uff09\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">2.0 \u4f9d\u636e\u8bdd\u9898<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">2.1 \u4e0e R \u8bed\u8a00\u76f8\u5173<\/h3>\n\n\n\n<p>R \u8bed\u8a00\u5e73\u53f0\u7684\u5e94\u7528\u673a\u5668\u5b66\u4e60\u4e66\u76ee\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/www.amazon.cn\/s\/ref=nb_sb_noss?__mk_zh_CN=%E4%BA%9A%E9%A9%AC%E9%80%8A%E7%BD%91%E7%AB%99&amp;url=search-alias%3Daps&amp;field-keywords=R+for+Data+Science%3A+Import%2C+Tidy%2C+Transform%2C+Visualize%2C+and+Model+Data.&amp;rh=i%3Aaps%2Ck%3AR+for+Data+Science%3A+Import%5Cc+Tidy%5Cc+Transform%5Cc+Visualize%5Cc+and+Model+Data.\" rel=\"noreferrer noopener\" target=\"_blank\">R for Data Science: Import, Tidy, Transform, Visualize, and Model Data<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/B00G9581JM\/ref=sr_1_2?ie=UTF8&amp;qid=1484995574&amp;sr=8-2&amp;keywords=Machine+Learning+with+R.\" rel=\"noreferrer noopener\" target=\"_blank\">Machine Learning with R<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/B00VAG2X1C\/ref=sr_1_1?ie=UTF8&amp;qid=1484995638&amp;sr=8-1&amp;keywords=Machine+Learning+With+R+Cookbook+%E2%80%93+110+Recipes+for+Building+Powerful+Predictive+Models+with+R.\" rel=\"noreferrer noopener\" target=\"_blank\">Machine Learning With R Cookbook \u2013 110 Recipes for Building Powerful Predictive Models with R<\/a>\u56fd\u5185\u540d\u4e3a\uff1a<a href=\"https:\/\/search.jd.com\/Search?keyword=R%E8%AF%AD%E8%A8%80%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E5%8F%82%E8%80%83%E6%89%8B%E5%86%8C&amp;enc=utf-8&amp;wq=R%E8%AF%AD%E8%A8%80%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E5%8F%82%E8%80%83%E6%89%8B%E5%86%8C&amp;pvid=xti147yi.6j9r8w\" rel=\"noreferrer noopener\" target=\"_blank\">R\u8bed\u8a00\u673a\u5668\u5b66\u4e60\u53c2\u8003\u624b\u518c\uff08\u82f1\u6587\u5f71\u5370\u7248\uff09<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/B01A14X6KA\/ref=sr_1_1?ie=UTF8&amp;qid=1484995816&amp;sr=8-1&amp;keywords=R+Machine+Learning+By+Example.\" rel=\"noreferrer noopener\" target=\"_blank\">R Machine Learning By Example<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/178398774X\/ref=sr_1_1?ie=UTF8&amp;qid=1484995839&amp;sr=8-1&amp;keywords=R+Machine+Learning+Essentials.\" rel=\"noreferrer noopener\" target=\"_blank\">R Machine Learning Essentials<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/B013GKGL8U\/ref=sr_1_1?ie=UTF8&amp;qid=1484995852&amp;sr=8-1&amp;keywords=Mastering+Machine+Learning+with+R\" rel=\"noreferrer noopener\" target=\"_blank\">Mastering Machine Learning with R<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/1461471370\/ref=sr_1_1?ie=UTF8&amp;qid=1484995847&amp;sr=8-1&amp;keywords=An+Introduction+to+Statistical+Learning%3A+with+Applications+in+R.\" rel=\"noreferrer noopener\" target=\"_blank\">An Introduction to Statistical Learning: with Applications in R<\/a>\u8bd1\u672c\uff1a<a href=\"https:\/\/www.amazon.cn\/dp\/B00YEF9SHS\/ref=sr_1_2?ie=UTF8&amp;qid=1484995847&amp;sr=8-2&amp;keywords=An+Introduction+to+Statistical+Learning%3A+with+Applications+in+R.\" rel=\"noreferrer noopener\" target=\"_blank\">\u7edf\u8ba1\u5b66\u4e60\u5bfc\u8bba\uff1a\u57fa\u4e8eR\u5e94\u7528&nbsp;<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/1617291560\/ref=sr_1_2?ie=UTF8&amp;qid=1484995907&amp;sr=8-2&amp;keywords=Practical+Data+Science+with+R\" rel=\"noreferrer noopener\" target=\"_blank\">Practical Data Science with R<\/a>\u8bd1\u672c\uff1a<a href=\"https:\/\/www.amazon.cn\/dp\/B01DUARILK\/ref=sr_1_1?ie=UTF8&amp;qid=1484995907&amp;sr=8-1&amp;keywords=Practical+Data+Science+with+R\" rel=\"noreferrer noopener\" target=\"_blank\">\u6570\u636e\u79d1\u5b66:\u7406\u8bba\u3001\u65b9\u6cd5\u4e0eR\u8bed\u8a00\u5b9e\u8df5<\/a><\/li><li><a href=\"https:\/\/item.jd.com\/19459160.html\" rel=\"noreferrer noopener\" target=\"_blank\">Applied Predictive Modeling<\/a>\u8bd1\u672c\uff1a<a href=\"https:\/\/www.amazon.cn\/dp\/B01EREGLGG\/ref=sr_1_1?ie=UTF8&amp;qid=1484994553&amp;sr=8-1&amp;keywords=Applied+Predictive+Modeling\" rel=\"noreferrer noopener\" target=\"_blank\">\u5e94\u7528\u9884\u6d4b\u5efa\u6a21<\/a><\/li><li><a rel=\"noreferrer noopener\" target=\"_blank\">R and Data Mining: Examples and Case Studies<\/a>\u8bd1\u672c\uff1a<a href=\"https:\/\/www.amazon.cn\/dp\/B00NNFMUQG\/ref=sr_1_1?ie=UTF8&amp;qid=1484996046&amp;sr=8-1&amp;keywords=R+and+Data+Mining%3A+Examples+and+Case+Studies\" rel=\"noreferrer noopener\" target=\"_blank\">\u8ba1\u7b97\u673a\u79d1\u5b66\u4e1b\u4e66:R\u8bed\u8a00\u4e0e\u6570\u636e\u6316\u6398\u6700\u4f73\u5b9e\u8df5\u548c\u7ecf\u5178\u6848\u4f8b<\/a><\/li><\/ul>\n\n\n\n<p>\u8be5\u7c7b\u522b\u7684\u9996\u9009\u662f\uff1aApplied Predictive Modeling\uff08\u5e94\u7528\u9884\u6d4b\u5efa\u6a21\uff09<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/static.leiphone.com\/uploads\/new\/article\/740_740\/201701\/5883224d34b1d.jpg?imageMogr2\/format\/jpg\/quality\/90\" alt=\"\u673a\u5668\u5b66\u4e60\u6f2b\u6e38\u6307\u5357 \u6700\u5b8c\u6574\u7684\u5165\u95e8\u4e66\u5355\uff08\u5916\u6587\u7248\uff09\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">2.2 \u4e0e Python \u76f8\u5173<\/h3>\n\n\n\n<p>\u4f7f\u7528 Python \u6216 SciPy&nbsp;\u8bed\u8a00\u5e73\u53f0\u7684\u5e94\u7528\u673a\u5668\u5b66\u4e60\u4e66\u76ee\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/www.amazon.cn\/dp\/B0196CXRFM\/ref=sr_1_2?ie=UTF8&amp;qid=1484998323&amp;sr=8-2&amp;keywords=Python+Machine+Learning\" rel=\"noreferrer noopener\" target=\"_blank\">Python Machine Learning<\/a>\u56fd\u5185\u540d\u4e3a\uff1aPython \u8bed\u8a00\u6784\u5efa\u673a\u5668\u5b66\u4e60\u7cfb\u7edf\uff08\u82f1\u6587\u5f71\u5370\u7248\uff09<\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/149190142X\/ref=sr_1_fkmr0_1?ie=UTF8&amp;qid=1484998559&amp;sr=8-1-fkmr0&amp;keywords=Data+Science+from+Scratch%3A+First+Principles+with+Python\" rel=\"noreferrer noopener\" target=\"_blank\">Data Science from Scratch: First Principles with Python<\/a>\u8bd1\u672c\uff1a<a href=\"https:\/\/www.amazon.cn\/dp\/B01M72IRMR\/ref=sr_1_fkmr0_2?ie=UTF8&amp;qid=1484998559&amp;sr=8-2-fkmr0&amp;keywords=Data+Science+from+Scratch%3A+First+Principles+with+Python\" rel=\"noreferrer noopener\" target=\"_blank\">\u6570\u636e\u79d1\u5b66\u5165\u95e8 (\u56fe\u7075\u7a0b\u5e8f\u8bbe\u8ba1\u4e1b\u4e66)<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/1491962291\/ref=sr_1_1?ie=UTF8&amp;qid=1484998737&amp;sr=8-1&amp;keywords=Hands-On+Machine+Learning+with+Scikit-Learn+and+TensorFlow%3A+Concepts%2C+Tools%2C+and+Techniques+for+Building+Intelligent+Systems\" rel=\"noreferrer noopener\" target=\"_blank\">Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques for Building Intelligent Systems<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/1449369413\/ref=sr_1_1?ie=UTF8&amp;qid=1484998790&amp;sr=8-1&amp;keywords=Introduction+to+Machine+Learning+with+Python%3A+A+Guide+for+Data+Scientists\" rel=\"noreferrer noopener\" target=\"_blank\">Introduction to Machine Learning with Python: A Guide for Data Scientists<\/a><\/li><li><a href=\"https:\/\/www.amazon.com\/dp\/B01N4FUDSE?tag=inspiredalgor-20\" rel=\"noreferrer noopener\" target=\"_blank\">Vital Introduction to Machine Learning with Python: Best Practices to Improve and Optimize Machine Learning Systems and Algorithms<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/1118961749\/ref=sr_1_2?ie=UTF8&amp;qid=1484999014&amp;sr=8-2&amp;keywords=Machine+Learning+in+Python%3A+Essential+Techniques+for+Predictive+Analysis\" rel=\"noreferrer noopener\" target=\"_blank\">Machine Learning in Python: Essential Techniques for Predictive Analysis&nbsp;<\/a>\u8bd1\u672c\uff1a<a href=\"https:\/\/www.amazon.cn\/s\/ref=nb_sb_noss?__mk_zh_CN=%E4%BA%9A%E9%A9%AC%E9%80%8A%E7%BD%91%E7%AB%99&amp;url=search-alias%3Daps&amp;field-keywords=Machine+Learning+in+Python%3A+Essential+Techniques+for+Predictive+Analysis&amp;rh=i%3Aaps%2Ck%3AMachine+Learning+in+Python%3A+Essential+Techniques+for+Predictive+Analysis\" rel=\"noreferrer noopener\" target=\"_blank\">Python\u673a\u5668\u5b66\u4e60:\u9884\u6d4b\u5206\u6790\u6838\u5fc3\u7b97\u6cd5&nbsp;<\/a><\/li><li><a href=\"https:\/\/item.jd.com\/11106727349.html\" rel=\"noreferrer noopener\" target=\"_blank\">Python Data Science Handbook: Essential Tools for Working with Data<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/1633430030\/ref=sr_1_1?ie=UTF8&amp;qid=1484999282&amp;sr=8-1&amp;keywords=Introducing+Data+Science\" rel=\"noreferrer noopener\" target=\"_blank\">Introducing Data Science: Big Data, Machine Learning, and more, using Python tools<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/1617291927\/ref=sr_1_1?ie=UTF8&amp;qid=1484999389&amp;sr=8-1&amp;keywords=Real-World+Machine+Learning\" rel=\"noreferrer noopener\" target=\"_blank\">Real-World Machine Learning<\/a><\/li><\/ul>\n\n\n\n<p>\u8be5\u7c7b\u522b\u7684\u9996\u9009\u662f\uff1a&nbsp;Python Machine Learning \uff08Python \u8bed\u8a00\u6784\u5efa\u673a\u5668\u5b66\u4e60\u7cfb\u7edf\uff09<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/static.leiphone.com\/uploads\/new\/article\/740_740\/201701\/588321d7caabc.jpg?imageMogr2\/format\/jpg\/quality\/90\" alt=\"\u673a\u5668\u5b66\u4e60\u6f2b\u6e38\u6307\u5357 \u6700\u5b8c\u6574\u7684\u5165\u95e8\u4e66\u5355\uff08\u5916\u6587\u7248\uff09\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">2.3 \u6df1\u5ea6\u5b66\u4e60<\/h3>\n\n\n\n<p>\u6df1\u5ea6\u5b66\u4e60\u4e66\u76ee\u3002\u73b0\u5728\u6ca1\u51e0\u672c\u6df1\u5ea6\u5b66\u4e60\u7684\u597d\u4e66\uff0c\u6240\u4ee5\u6211\u53ea\u5f97\u7528\u6570\u91cf\u5f25\u8865\u8d28\u91cf\u3002\u5176\u4e2d\u6709\u8bb8\u591a\u4e13\u95e8\u9488\u5bf9 Tesnorflow \u7684\u6559\u7a0b\u3002\u96f7\u950b\u7f51\u6ce8\uff1a\u8be5\u7c7b\u63a8\u8350\u4e66\u76ee\u201c\u5168\u519b\u8986\u6ca1\u201d\u2014\u2014\u6ca1\u6709\u4e00\u672c\u4e66\u6709\u4e2d\u6587\u8bd1\u672c\u3002\u8fd9\u6216\u8bb8\u662f\u56e0\u4e3a\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u7406\u8bba\u6846\u67b6\u5c1a\u4e0d\u5b8c\u5584\uff0c\u7f3a\u4e4f\u5f71\u54cd\u529b\u5de8\u5927\u7684\u8457\u4f5c\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/www.amazon.cn\/dp\/0262035618\/ref=sr_1_1?ie=UTF8&amp;qid=1484999507&amp;sr=8-1&amp;keywords=Deep+Learning\" rel=\"noreferrer noopener\" target=\"_blank\">Deep Learning<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/1491914254\/ref=sr_1_1?ie=UTF8&amp;qid=1484999610&amp;sr=8-1&amp;keywords=Deep+Learning%3A+A+Practitioner%27s+Approach\" rel=\"noreferrer noopener\" target=\"_blank\">Deep Learning: A Practitioner&#8217;s Approach<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/1491925612\/ref=sr_1_1?ie=UTF8&amp;qid=1484999628&amp;sr=8-1&amp;keywords=Fundamentals+of+Deep+Learning%3A+Designing+Next-Generation+Machine+Intelligence+Algorithms\" rel=\"noreferrer noopener\" target=\"_blank\">Fundamentals of Deep Learning: Designing Next-Generation Machine Intelligence Algorithms<\/a><\/li><li><a href=\"https:\/\/www.amazon.com\/dp\/1491978511?tag=inspiredalgor-20\" rel=\"noreferrer noopener\" target=\"_blank\">Learning TensorFlow: A guide to building deep learning systems<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/1617293873\/ref=sr_1_3?ie=UTF8&amp;qid=1484999710&amp;sr=8-3&amp;keywords=Machine+Learning+with+TensorFlow\" rel=\"noreferrer noopener\" target=\"_blank\">Machine Learning with TensorFlow<\/a><\/li><li><a href=\"https:\/\/www.amazon.com\/dp\/1786462168?tag=inspiredalgor-20\" rel=\"noreferrer noopener\" target=\"_blank\">TensorFlow Machine Learning Cookbook<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/B01H1JD6JO\/ref=sr_1_1?ie=UTF8&amp;qid=1484999803&amp;sr=8-1&amp;keywords=Getting+Started+with+TensorFlow\" rel=\"noreferrer noopener\" target=\"_blank\">Getting Started with TensorFlow<\/a><\/li><li><a href=\"https:\/\/www.amazon.com\/dp\/1939902452?tag=inspiredalgor-20\" rel=\"noreferrer noopener\" target=\"_blank\">TensorFlow for Machine Intelligence: A Hands-On Introduction to Learning Algorithms<\/a><\/li><\/ul>\n\n\n\n<p>\u8be5\u7c7b\u522b\u6beb\u65e0\u7591\u95ee\u7684\u9996\u9009\u662f\uff1aDeep Learning.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/static.leiphone.com\/uploads\/new\/article\/740_740\/201701\/588322ed55451.jpg?imageMogr2\/format\/jpg\/quality\/90\" alt=\"\u673a\u5668\u5b66\u4e60\u6f2b\u6e38\u6307\u5357 \u6700\u5b8c\u6574\u7684\u5165\u95e8\u4e66\u5355\uff08\u5916\u6587\u7248\uff09\"\/><\/figure>\n\n\n\n<p>\u53e6\u5916\uff0cMichael&nbsp;Nielsen \u7684\u514d\u8d39\u7535\u5b50\u4e66&nbsp;<a href=\"http:\/\/neuralnetworksanddeeplearning.com\/\" rel=\"noreferrer noopener\" target=\"_blank\">Neural Networks and Deep Learning<\/a>&nbsp;\u7b80\u5355\u6613\u61c2\uff0c\u6df1\u53d7\u8bb8\u591a\u5165\u95e8\u5b66\u4e60\u8005\u7684\u559c\u7231\uff0c\u96f7\u950b\u7f51\u5c06\u5176\u6dfb\u52a0\u5728\u8fd9\u91cc\uff0c\u4ee5\u4f5c\u8865\u5145\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2.4&nbsp;\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b<\/h3>\n\n\n\n<p>\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u9886\u57df\u6700\u503c\u5f97\u4e00\u8bfb\u7684\u4e66\u76ee\u3002\u5728\u8be5\u6280\u672f\u7684\u5e94\u7528\u65b9\u9762\uff0c\u76ee\u524d R \u8bed\u8a00\u662f\u9738\u4e3b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/www.amazon.cn\/dp\/1118675029\/ref=sr_1_1?s=books&amp;ie=UTF8&amp;qid=1485000270&amp;sr=1-1&amp;keywords=Time+Series+Analysis%3A+Forecasting+and+Control\" rel=\"noreferrer noopener\" target=\"_blank\">Time Series Analysis: Forecasting and Control<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/0991576632\/ref=sr_1_1?s=books&amp;ie=UTF8&amp;qid=1485000302&amp;sr=1-1&amp;keywords=Practical+Time+Series+Forecasting+with+R%3A+A+Hands-On+Guide\" rel=\"noreferrer noopener\" target=\"_blank\">Practical Time Series Forecasting with R: A Hands-On Guide<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/3319298526\/ref=sr_1_1?s=books&amp;ie=UTF8&amp;qid=1485000310&amp;sr=1-1&amp;keywords=Introduction+to+Time+Series+and+Forecasting\" rel=\"noreferrer noopener\" target=\"_blank\">Introduction to Time Series and Forecasting<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/0987507109\/ref=sr_1_1?s=books&amp;ie=UTF8&amp;qid=1485000356&amp;sr=1-1&amp;keywords=Forecasting%3A+principles+and+practice\" rel=\"noreferrer noopener\" target=\"_blank\">Forecasting: principles and practice<\/a><\/li><\/ul>\n\n\n\n<p>\u8be5\u7c7b\u522b\u7684\u5165\u95e8\u9996\u9009\u662f\uff1aForecasting: principles and practice.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/static.leiphone.com\/uploads\/new\/article\/740_740\/201701\/588323922c348.jpg?imageMogr2\/format\/jpg\/quality\/90\" alt=\"\u673a\u5668\u5b66\u4e60\u6f2b\u6e38\u6307\u5357 \u6700\u5b8c\u6574\u7684\u5165\u95e8\u4e66\u5355\uff08\u5916\u6587\u7248\uff09\"\/><\/figure>\n\n\n\n<p>\u8be5\u7c7b\u522b\u7684\u9996\u9009\u6559\u6750\u662f\uff1aTime Series Analysis: Forecasting and Control.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/static.leiphone.com\/uploads\/new\/article\/740_740\/201701\/588323c5ba223.jpg?imageMogr2\/format\/jpg\/quality\/90\" alt=\"\u673a\u5668\u5b66\u4e60\u6f2b\u6e38\u6307\u5357 \u6700\u5b8c\u6574\u7684\u5165\u95e8\u4e66\u5355\uff08\u5916\u6587\u7248\uff09\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">3.0 \u4f9d\u636e\u51fa\u7248\u5546<\/h2>\n\n\n\n<p>\u6709\u4e09\u4e2a\u51fa\u7248\u5546\u5728\u673a\u5668\u5b66\u4e60\u9886\u57df\u4e0b\u4e86\u5927\u529b\u6c14\uff0c\u5e76\u4e14\u5728\u8ba4\u771f\u51fa\u7248\u56fe\u4e66\u3002<\/p>\n\n\n\n<p>\u5b83\u4eec\u662f: O&#8217;Reilly, Manning \u548c Packt\u3002\u5b83\u4eec\u7684\u7126\u70b9\u662f\u5e94\u7528\u4e66\u7c4d\u3002\u8be5\u699c\u5355\u4e0a\u7684\u4e66\u7c4d\u8d28\u91cf\u53c2\u5dee\u4e0d\u9f50\uff1a\u4ece\u4e25\u8c28\u8bbe\u8ba1\u3001\u7f16\u6392\u7684\u56fe\u4e66\u5230\u88c5\u8ba2\u5728\u4e00\u8d77\u7684\u535a\u6587\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3.1 O&#8217;Reilly \u673a\u5668\u5b66\u4e60\u4e66\u7c4d<\/h3>\n\n\n\n<p>\u5728\u5b83\u4eec\u7684\u201c\u6570\u636e\u201d\u7c7b\u522b\uff0cO&#8217;Reilly&nbsp;\u6709\u8d85\u8fc7 100 \u672c\u56fe\u4e66\uff0c\u8bb8\u591a\u4e0e\u673a\u5668\u5b66\u4e60\u76f8\u5173\u3002\u4ee5\u4e0b\u662f\u6700\u7545\u9500\u7684\u51e0\u672c\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/item.jd.com\/10706636883.html\" rel=\"noreferrer noopener\" target=\"_blank\">Programming Collective Intelligence: Building Smart Web 2.0 Applications<\/a>\u8bd1\u672c\uff1a<a href=\"https:\/\/www.amazon.cn\/dp\/B00UI93JD8\/ref=sr_1_fkmr0_1?s=books&amp;ie=UTF8&amp;qid=1485000430&amp;sr=1-1-fkmr0&amp;keywords=Programming+Collective+Intelligence%3A+Building+Smart+Web+2.0+Applications\" rel=\"noreferrer noopener\" target=\"_blank\">\u96c6\u4f53\u667a\u6167\u7f16\u7a0b<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/1449369413\/ref=sr_1_1?s=books&amp;ie=UTF8&amp;qid=1485000568&amp;sr=1-1&amp;keywords=Introduction+to+Machine+Learning+with+Python%3A+A+Guide+for+Data+Scientists\" rel=\"noreferrer noopener\" target=\"_blank\">Introduction to Machine Learning with Python: A Guide for Data Scientists<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/1491914254\/ref=sr_1_1?s=books&amp;ie=UTF8&amp;qid=1485000602&amp;sr=1-1&amp;keywords=Deep+Learning%3A+A+Practitioner%27s+Approach\" rel=\"noreferrer noopener\" target=\"_blank\">Deep Learning: A Practitioner&#8217;s Approach<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/1491925612\/ref=sr_1_1?s=books&amp;ie=UTF8&amp;qid=1485000615&amp;sr=1-1&amp;keywords=Fundamentals+of+Deep+Learning%3A+Designing+Next-Generation+Machine+Intelligence+Algorithms\" rel=\"noreferrer noopener\" target=\"_blank\">Fundamentals of Deep Learning: Designing Next-Generation Machine Intelligence Algorithms<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/149190142X\/ref=sr_1_fkmr0_1?s=books&amp;ie=UTF8&amp;qid=1485000609&amp;sr=1-1-fkmr0&amp;keywords=Data+Science+from+Scratch%3A+First+Principles+with+Python\" rel=\"noreferrer noopener\" target=\"_blank\">Data Science from Scratch: First Principles with Python<\/a>\u8bd1\u672c\uff1a<a href=\"https:\/\/www.amazon.cn\/dp\/B01DLBQPQC\/ref=sr_1_fkmr0_2?s=books&amp;ie=UTF8&amp;qid=1485000609&amp;sr=1-2-fkmr0&amp;keywords=Data+Science+from+Scratch%3A+First+Principles+with+Python\" rel=\"noreferrer noopener\" target=\"_blank\">\u6570\u636e\u79d1\u5b66\u5165\u95e8<\/a><\/li><li><a href=\"https:\/\/item.jd.com\/11106727349.html\" rel=\"noreferrer noopener\" target=\"_blank\">Python Data Science Handbook: Essential Tools for Working with Data<\/a><\/li><\/ul>\n\n\n\n<p>\u8fd9\u4e9b\u4e66\u4e2d\uff0cProgramming Collective Intelligence: Building Smart Web 2.0 Applications \uff08\u96c6\u4f53\u667a\u6167\u7f16\u7a0b\uff09 \u6216\u8bb8\u662f\u5f00\u521b\u4e86 O&#8217;Reilly \u8be5\u76ee\u5f55\u7684\u4e66\uff0c\u4e00\u76f4\u5f88\u53d7\u6b22\u8fce\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/static.leiphone.com\/uploads\/new\/article\/740_740\/201701\/588330a871f35.jpg?imageMogr2\/format\/jpg\/quality\/90\" alt=\"\u673a\u5668\u5b66\u4e60\u6f2b\u6e38\u6307\u5357 \u6700\u5b8c\u6574\u7684\u5165\u95e8\u4e66\u5355\uff08\u5916\u6587\u7248\uff09\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">3.2&nbsp;Manning \u673a\u5668\u5b66\u4e60\u4e66\u7c4d<\/h3>\n\n\n\n<p>Manning \u7684\u4e66\u504f\u5b9e\u7528\uff0c\u5e76\u4e14\u8d28\u91cf\u8fd8\u884c\uff0c\u867d\u7136\u6570\u91cf\u6ca1&nbsp;O\u2019Reilly \u548c Packt \u90a3\u4e48\u591a\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/www.amazon.cn\/dp\/1617290181\/ref=sr_1_2?s=books&amp;ie=UTF8&amp;qid=1485000825&amp;sr=1-2&amp;keywords=Machine+Learning+in+Action\" rel=\"noreferrer noopener\" target=\"_blank\">Machine Learning in Action<\/a>\u8bd1\u672c\uff1a<a href=\"https:\/\/www.amazon.cn\/dp\/B00D747PTK\/ref=sr_1_1?s=books&amp;ie=UTF8&amp;qid=1485000825&amp;sr=1-1&amp;keywords=Machine+Learning+in+Action\" rel=\"noreferrer noopener\" target=\"_blank\">\u673a\u5668\u5b66\u4e60\u5b9e\u6218<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/1617291927\/ref=sr_1_1?s=books&amp;ie=UTF8&amp;qid=1485000881&amp;sr=1-1&amp;keywords=Real-World+Machine+Learning\" rel=\"noreferrer noopener\" target=\"_blank\">Real-World Machine Learning<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/1633430030\/ref=sr_1_1?s=books&amp;ie=UTF8&amp;qid=1485000948&amp;sr=1-1&amp;keywords=Introducing+Data+Science%3A\" rel=\"noreferrer noopener\" target=\"_blank\">Introducing Data Science: Big Data, Machine Learning, and more, using Python tools<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/1617291560\/ref=sr_1_2?s=books&amp;ie=UTF8&amp;qid=1485000941&amp;sr=1-2&amp;keywords=Practical+Data+Science+with+R\" rel=\"noreferrer noopener\" target=\"_blank\">Practical Data Science with R<\/a>\u8bd1\u672c\uff1a<a href=\"https:\/\/www.amazon.cn\/dp\/B01DUARILK\/ref=sr_1_1?s=books&amp;ie=UTF8&amp;qid=1485000941&amp;sr=1-1&amp;keywords=Practical+Data+Science+with+R\" rel=\"noreferrer noopener\" target=\"_blank\">\u6570\u636e\u79d1\u5b66:\u7406\u8bba\u3001\u65b9\u6cd5\u4e0eR\u8bed\u8a00\u5b9e\u8df5<\/a><\/li><\/ul>\n\n\n\n<p>Manning \u76ee\u5f55\u91cc\u8f83\u7a81\u51fa\u7684\u4e00\u672c\u662f Machine Learning in Action\uff08\u673a\u5668\u5b66\u4e60\u5b9e\u6218\uff09\uff0c\u8fd9\u4e5f\u8bb8\u540c\u6837\u662f\u56e0\u4e3a\uff0c\u5b83\u662f\u8be5\u51fa\u7248\u793e\u5728\u673a\u5668\u5b66\u4e60\u548c\u6570\u636e\u79d1\u5b66\u9886\u57df\u7684\u7b2c\u4e00\u672c\u51fa\u7248\u7269\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/static.leiphone.com\/uploads\/new\/article\/740_740\/201701\/588331a982cf9.jpg?imageMogr2\/format\/jpg\/quality\/90\" alt=\"\u673a\u5668\u5b66\u4e60\u6f2b\u6e38\u6307\u5357 \u6700\u5b8c\u6574\u7684\u5165\u95e8\u4e66\u5355\uff08\u5916\u6587\u7248\uff09\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">3.3 Packt \u673a\u5668\u5b66\u4e60\u4e66\u7c4d<\/h3>\n\n\n\n<p>\u611f\u89c9\u4e0a&nbsp;Packt \u5168\u9762\u62e5\u62b1\u4e86\u6570\u636e\u79d1\u5b66\u548c\u673a\u5668\u5b66\u4e60\u9886\u57df\u7684\u56fe\u4e66\u51fa\u7248\u3002\u4ed6\u4eec\u6709\u4e00\u5927\u5806\u9488\u5bf9\u6666\u6da9\u96be\u61c2\u673a\u5668\u5b66\u4e60\u5e93\u7684\u4e66\u3002\u5728\u6d41\u884c\u8bdd\u9898\u4e0a\u9762\uff0c\u6bd4\u5982&nbsp;R \u548c Python\uff0c\u4e5f\u6709\u4e0d\u5c11\u4e66\u7c4d\u51fa\u7248\u3002\u96f7\u950b\u7f51\u6ce8\uff1a\u53ef\u60dc\u7684\u662f\uff0cPackt \u4f3c\u4e4e\u4e0d\u91cd\u89c6\u6c49\u8bed\u5e02\u573a\uff0c\u65d7\u4e0b\u4e3b\u8981\u673a\u5668\u5b66\u4e60\u56fe\u4e66\u5e76\u6ca1\u6709\u4e2d\u6587\u8bd1\u672c\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u662f\u4e00\u4e9b\u8f83\u6d41\u884c\u7684\u4e66\u76ee\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/www.amazon.cn\/dp\/B00G9581JM\/ref=sr_1_2?ie=UTF8&amp;qid=1484995574&amp;sr=8-2&amp;keywords=Machine+Learning+with+R.\" rel=\"noreferrer noopener\" target=\"_blank\">Machine Learning with R<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/B00YSILNL0\/ref=sr_1_1?s=books&amp;ie=UTF8&amp;qid=1485001096&amp;sr=1-1&amp;keywords=Python+Machine+Learning\" rel=\"noreferrer noopener\" target=\"_blank\">Python Machine Learning<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/B00YSIL7MA\/ref=sr_1_2?s=books&amp;ie=UTF8&amp;qid=1485001111&amp;sr=1-2&amp;keywords=Practical+Machine+Learning\" rel=\"noreferrer noopener\" target=\"_blank\">Practical Machine Learning<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/B011OEPZO6\/ref=sr_1_1?s=books&amp;ie=UTF8&amp;qid=1485001126&amp;sr=1-1&amp;keywords=Machine+Learning+in+Java\" rel=\"noreferrer noopener\" target=\"_blank\">Machine Learning in Java<\/a><\/li><li><a href=\"https:\/\/www.amazon.cn\/dp\/B01D8HIIHS\/ref=sr_1_1?s=books&amp;ie=UTF8&amp;qid=1485001121&amp;sr=1-1&amp;keywords=Mastering+.NET+Machine+Learning\" rel=\"noreferrer noopener\" target=\"_blank\">Mastering .NET Machine Learnin<\/a><\/li><\/ul>\n\n\n\n<p>\u5206\u7c7b:&nbsp;<a href=\"https:\/\/www.cnblogs.com\/sddai\/category\/860955.html\" target=\"_blank\" rel=\"noreferrer noopener\">\u673a\u5668\u5b66\u4e60<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7f16\u8005\u6ce8\uff1a\u6fb3\u5927\u5229\u4e9a\u673a\u5668\u5b66\u4e60\u4e13\u5bb6\u3001\u7545\u9500\u4e66\u4f5c\u8005 &nbsp;Jason Brownlee\uff0c\u5bf9\u673a\u5668\u5b66\u4e60\u9886\u57df\u7684\u5404\u7c7b\u4f18\u8d28\u4e66\u7c4d\u8fdb\u884c\u4e86\u76d8\u70b9\uff0c\u6c47\u603b\u6210\u8fd9\u4efd\u9605\u8bfb\u6307\u5357\u3002\u5728\u6240\u7b5b\u9009\u7684\u5b66\u4e60\u8d44\u6e90\u4e2d\uff0c\u8fd9\u582a\u79f0\u662f\u8fc4\u4eca\u4e3a\u6b62\u6700\u5168\u9762\u3001\u6700\u5b8c\u6574\u3001\u6743\u5a01\u6027\u6bd4\u8f83\u9ad8\u7684\u4e00\u4efd ML \u4e66\u5355\uff0c\u6db5\u76d6\u4e86\u6700\u503c\u5f97\u5b66\u4e60\u8005\u3001\u4ece\u4e1a\u8005\u3001\u5f00\u53d1\u8005\u8ba4\u771f\u7814\u8bfb\u7684\u7cbe\u54c1\u4e66\u76ee\u3002\u8fd9\u4efd\u6307\u5357\u9002\u5408\u591a\u6837\u80cc\u666f\u7684\u8bfb\u8005\uff1a\u4ece\u60f3\u8981\u4e86\u89e3\u673a\u5668\u5b66\u4e60\u7684\u666e\u901a\u4eba\uff0c\u5230\u5165\u95e8\u65b0\u624b\uff0c\u518d\u5230\u9ad8\u9636\u5f00\u53d1\u8005\u548c\u5b66\u672f\u7814\u7a76\u4eba\u5458\u3002\u56e0\u6b64\uff0c\u96f7\u950b\u7f51\u5bf9\u5176\u8fdb\u884c\u7f16\u8bd1\u6574\u7406\uff0c\u7279\u6765\u4e0e\u5927\u5bb6\u5206\u4eab\u3002 \u53cb\u60c5\u63d0\u9192\uff1a\u8be5\u6307\u5357\u53ea\u8003\u8651\u4e86\u82f1\u6587\u5e02\u573a\u7684\u673a\u5668\u5b66\u4e60\u56fe\u4e66\uff0c\u9002\u5408\u5927\u5bb6\u4f5c\u4e3a\u56fd\u9645 ML \u8bfb\u7269\u7684\u53c2\u8003\u3002\u800c\u4f8b\u5982\u5468\u5fd7\u534e\u8001\u5e08 \u300a\u673a\u5668\u5b66\u4e60\u300b\u7b49\u56fd\u5185\u4f18\u79c0\u8457\u4f5c\u5e76\u6ca1\u6709\u4f53\u73b0\uff0c\u8bf7\u8bfb\u8005\u89c1\u8c05\u3002 Jason Brownlee\uff1a \u6211\u559c\u6b22\u4e66\uff0c\u5bf9\u4e8e\u641e\u5230\u7684\u6bcf\u4e00\u672c\u673a\u5668\u5b66\u4e60\u4e66\u7c4d\uff0c\u6211\u90fd\u8981\u53bb\u8bfb\u3002 \u6211\u8ba4\u4e3a\uff0c\u6709\u597d\u7684\u53c2\u8003\u8d44\u6e90\uff0c\u662f\u5bf9\u4f60\u5fc3\u4e2d\u673a\u5668\u5b66\u4e60\u8c1c\u9898\u8fdb\u884c\u201c\u89e3\u60d1\u201d\u7684\u6700\u5feb\u65b9\u5f0f\u3002\u9605\u8bfb\u591a\u672c\u4e66\uff0c\u4f60\u5c31\u6709\u4e86\u770b\u5f85\u7591\u96be\u95ee\u9898\u7684\u591a\u79cd\u89d2\u5ea6\u3002 \u8fd9\u4efd\u6307\u5357\u4e2d\uff0c\u4f60\u4f1a\u53d1\u73b0\u673a\u5668\u5b66\u4e60\u9886\u57df\u6700\u503c\u5f97\u4e00\u8bfb\u7684\u597d\u4e66\u3002 \u6709\u8bb8\u591a\u539f\u56e0\u4fc3\u4f7f\u4eba\u4eec\u60f3\u8981\u673a\u5668\u5b66\u4e60\u4e66\u7c4d\u3002\u56e0\u6b64\uff0c\u6211\u91c7\u7528\u4e86\u4e09\u79cd\u4e0d\u540c\u65b9\u5f0f\u5bf9\u673a\u5668\u5b66\u4e60\u4e66\u7c4d\u8fdb\u884c\u5206\u7c7b\u3001\u6392\u5217\uff0c\u4f7f\u8bfb\u8005\u4eec\u80fd\u6309\u56fe\u7d22\u9aa5\u5feb\u901f\u67e5\u627e\u3002\u6bd4\u65b9\u8bf4\uff1a \u4f9d\u636e\u7c7b\u522b\uff08\u96be\u6613\uff09\uff1a\u6559\u6750\uff0c\u79d1\u666e\u7b49\u3002 \u4f9d\u636e\u8bdd\u9898\uff1aPython\uff0c\u6df1\u5ea6\u5b66\u4e60\u7b49 \u4f9d\u636e\u51fa\u7248\u5546\uff1aPackt\uff0cO\u2019Reilly \u7b49 \u6240\u6709\u4e66\u90fd\u5305\u62ec\u4e86\u4e9a\u9a6c\u900a\u6216\u4eac\u4e1c\u94fe\u63a5\uff0c\u4f60\u53ef\u4ee5\u70b9\u51fb\u94fe\u63a5\u4e86\u89e3\u66f4\u591a\u3002 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center 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