{"id":1538,"date":"2024-10-23T07:16:00","date_gmt":"2024-10-22T23:16:00","guid":{"rendered":"https:\/\/blog.laoyulaoyu.top\/?p=1538"},"modified":"2024-09-27T20:19:47","modified_gmt":"2024-09-27T12:19:47","slug":"2025-%e5%b7%b2%e8%bf%91%ef%bc%8c%e4%bd%a0%e6%83%b3%e8%bf%9b%e5%85%a5%e9%87%8f%e5%8c%96%e9%87%91%e8%9e%8d%e8%a1%8c%e4%b8%9a%ef%bc%9f%e7%9c%8b%e8%bf%99%e4%b8%80%e7%af%87%e5%b0%b1%e5%a4%9f%ef%bc%81","status":"publish","type":"post","link":"https:\/\/laoyulaoyu.com\/index.php\/2024\/10\/23\/2025-%e5%b7%b2%e8%bf%91%ef%bc%8c%e4%bd%a0%e6%83%b3%e8%bf%9b%e5%85%a5%e9%87%8f%e5%8c%96%e9%87%91%e8%9e%8d%e8%a1%8c%e4%b8%9a%ef%bc%9f%e7%9c%8b%e8%bf%99%e4%b8%80%e7%af%87%e5%b0%b1%e5%a4%9f%ef%bc%81\/","title":{"rendered":"2025 \u5df2\u8fd1\uff0c\u4f60\u60f3\u8fdb\u5165\u91cf\u5316\u91d1\u878d\u884c\u4e1a\uff1f\u770b\u8fd9\u4e00\u7bc7\u5c31\u591f\uff01"},"content":{"rendered":"\n<p>\u4f5c\u8005\uff1a<a href=\"https:\/\/www.laoyulaoyu.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u8001\u4f59\u635e\u9c7c<\/a><\/p>\n\n\n\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-cyan-bluish-gray-color\">\u539f\u521b\u4e0d\u6613\uff0c\u8f6c\u8f7d\u8bf7\u6807\u660e\u51fa\u5904\u53ca\u539f\u4f5c\u8005\u3002<\/mark><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/www.laoyulaoyu.com\/wp-content\/uploads\/2024\/09\/26797716.jpg\" alt=\"\" class=\"wp-image-2248\"\/><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<pre class=\"wp-block-verse\"><strong>\u5199\u5728\u524d\u9762\u7684\u8bdd\uff1a<\/strong>\u8fd1\u6765\uff0c\u9646\u9646\u7eed\u7eed\u6709\u4e0d\u5c11\u8bfb\u8005\u5411\u6211\u54a8\u8be2\uff0c\u60f3\u5728<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-cyan-blue-color\">\u91cf\u5316\u91d1\u878d\u9886\u57df\u6301\u7eed\u63d0\u5347\u6216\u672a\u6765\u60f3\u6295\u8eab\u4e8e\u8fd9\u4e2a\u884c\u4e1a\uff0c<\/mark>\u5f53\u4e0b\u8be5\u5982\u4f55\u884c\u52a8\uff1f\u63d0\u95ee\u8005\u6db5\u76d6\u4e86\u91d1\u878d\u884c\u4e1a\u4ece\u4e1a\u8005\u3001\u72ec\u7acb\u6295\u8d44\u8005\u3001\u7a0b\u5e8f\u5458\uff0c\u8fd8\u6709\u4e00\u4e9b\u6b63\u5728\u5b66\u4e60\u667a\u6167\uff08\u6570\u5b57\uff09\u91d1\u878d\u4e13\u4e1a\u7684\u5927\u5b66\u751f\u3002\u4e3a\u6b64\uff0c\u6211\u7279\u610f\u64b0\u5199\u4e86\u8fd9\u7bc7\u6587\u7ae0\uff0c<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-black-color\">\u4e0e\u5927\u5bb6\u5206\u4eab\u4e00\u4e9b\u4e0e\u534e\u5c14\u8857\u540c\u6b65\u7684<\/mark><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-cyan-blue-color\">\u5168\u7403\u91cf\u5316\u4ea4\u6613\u9886\u57df\u9876\u7ea7\u7684\u5b66\u4e60\u8d44\u6e90<\/mark>\u3002\u5176\u4e2d\u5305\u542b\u884c\u4e1a\u5185\u5907\u53d7\u8ba4\u53ef\u7684<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-cyan-blue-color\">\u8ba4\u8bc1\u8bfe\u7a0b<\/mark>\u3001\u5b9e\u7528\u7684\u91cf\u5316\u4ea4\u6613<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-cyan-blue-color\">\u7ebf\u4e0a\u6559\u7a0b<\/mark>\u4ee5\u53ca<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-cyan-blue-color\">\u76f8\u5173\u4e66\u7c4d<\/mark>\u63a8\u8350\u3002\u671f\u671b\u80fd\u5bf9\u5927\u5bb6\u6709\u6240\u88e8\u76ca\u3002<\/pre>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4e00\u3001\u65f6\u4ee3\u7684\u53d8\u9769\u8ba9\u91cf\u5316\u91d1\u878d\u884c\u4e1a\u95e8\u69db\u4e0d\u518d\u9ad8\u4e0d\u53ef\u6500<\/strong><\/h2>\n\n\n\n<p>\u4e00\u4e9b\u4ea4\u6613\u521d\u5b66\u8005\u53ef\u80fd\u4f1a\u89c9\u5f97\uff0c\u8fc8\u5165\u91cf\u5316\u884c\u4e1a\u7684\u95e8\u69db\u9887\u9ad8\uff0c\u5f97\u63a5\u53d7\u957f\u671f\u7684\u3001\u6602\u8d35\u7684\u6559\u80b2\u624d\u884c\u3002\u7136\u800c\u5728\u8fc7\u53bb\u51e0\u5e74\uff0c\u5c24\u5176\u662f\u5728\u75ab\u60c5\u540e\u7684\u8fd9\u4e24\u5e74\uff0c\u4f34\u968f\u4eba\u5de5\u667a\u80fd\u7684\u5d1b\u8d77\uff0c\u6559\u80b2\u5df2\u7136\u53d1\u751f\u4e86\u6839\u672c\u6027\u7684\u8f6c\u53d8\uff0c\u91cf\u5316\u91d1\u878d\u884c\u4e1a\u4ea6\u4e0d\u4f8b\u5916\u3002<strong>\u5728\u5bb6\u4e2d\u4fbf\u80fd\u4ee5\u4f4e\u5ec9\u7684\u6210\u672c\u83b7\u53d6\u73cd\u8d35\u7684\u77e5\u8bc6<\/strong>\uff0c\u8fd9\u6bd4\u8fc7\u53bb\u662f\u672a\u6709\u8fc7\u7684\u5bb9\u6613\u3002\u5982\u4eca\uff0c\u60a8\u80fd\u591f\u627e\u5230\u5927\u91cf\u6709\u5173\u7b56\u7565\u7684\u8d44\u8baf\uff0c\u8fd0\u7528\u6700\u524d\u6cbf\u7684\u5de5\u5177\uff0c\u751a\u81f3\u8fd8\u53ef\u4ee5\u76f4\u63a5\u4e8e\u5b9e\u65f6\u5e02\u573a\u4e2d\u8fc5\u901f\u65bd\u884c\u6240\u5b66\u7684\u77e5\u8bc6\u3002<\/p>\n\n\n\n<p>\u8bf7\u4e0d\u8981\u8bef\u89e3\u6211\u7684\u610f\u601d\uff0c\u5f53\u7136\uff0c\u6765\u81ea\u77e5\u540d\u5b66\u5e9c\u7684\u76f8\u5173\u4e13\u4e1a\u5b66\u4f4d\u4ecd\u7136\u662f\u975e\u5e38\u5b9d\u8d35\u7684\u8d44\u4ea7\u3002\u4f46\u8fd9\u4e2a\u884c\u4e1a\u4e2d\u6700\u5b9d\u8d35\u7684\u8d44\u4ea7<strong>\u662f\u8d5a\u94b1\u7684\u80fd\u529b<\/strong>\u3002\u5982\u679c\u4f60\u80fd\u5b66\u4f1a\u5404\u79cd\u6709\u6548\u7684\u7b56\u7565\uff0c\u5e76\u5728\u4f60\u7684\u8d26\u6237\u4e2d\u6210\u529f\u5b9e\u65bd\u51fa\u6765\u3002\u90a3\u4e48\u53ea\u8981\u4f60\u60f3\uff0c\u4f60\u5c31\u53ef\u4ee5\u5411\u5404\u5927\u6295\u884c\u3001\u5404\u91d1\u878d\u8bc1\u5238\u516c\u53f8\u3001\u516c\u52df\u79c1\u52df\u6295\u7b80\u5386\u4e86\uff0c\u5411\u4ed6\u4eec\u5c55\u793a\u51fa\u4f60\u7684\u8d26\u6237\u4ea4\u6613\u8bb0\u5f55\uff0c\u4f60\u5927\u6982\u7387\u4f1a\u6bd4\u521a\u521a\u540d\u6821\u6bd5\u4e1a\u7684\u5b9e\u4e60\u751f\u62ff\u5230\u66f4\u591a\u9762\u8bd5\u7684\u673a\u4f1a\u3002<\/p>\n\n\n\n<p>\u73b0\u5728\uff0c\u9274\u4e8e\u5916\u9762\u6709\u6210\u5343\u4e0a\u4e07\u79cd\u8d44\u6e90\uff0c\u6211\u51b3\u5b9a\u628a\u5176\u4e2d\u4e00\u4e9b\u6211\u8ba4\u4e3a\u8d28\u91cf\u4e0a\u4e58\u7684\u8d44\u6e90\uff08\u56fd\u5185\u7684\u7531\u4e8e\u5404\u79cd\u539f\u56e0\u6211\u5c31\u4e0d\u63a8\u8350\u4e86\uff0c\u6240\u4ee5\u5927\u5bb6\u5b66\u4e60\u9700\u8981\u4e00\u70b9\u70b9\u82f1\u6587\u57fa\u7840\uff09\u653e\u5728\u4e00\u8d77\uff0c\u4fdd\u8bc1\u4f60\u80fd\u5f88\u597d\u5730\u5229\u7528\u5176\u65f6\u95f4\u3002\u5982\u679c\u4f60\u7684\u9884\u7b97\u5f88\u5c11\uff0c\u751a\u81f3\u4e3a\u96f6\uff0c\u4e5f\u4e0d\u7528\u62c5\u5fc3\uff0c\u56e0\u4e3a<strong>\u6211\u63d0\u4f9b\u4e86\u9002\u5408\u6240\u6709\u9884\u7b97\u7684\u9009\u62e9\u3002<\/strong>\u4ece\u63d0\u4f9b\u6743\u5a01\u8ba4\u8bc1\u7684\u8bfe\u7a0b\u5230\u5176\u4ed6\u660e\u663e\u66f4\u4fbf\u5b9c\u751a\u81f3\u514d\u8d39\u7684\u8bfe\u7a0b\uff0c\u6700\u91cd\u8981\u7684\u662f\uff0c\u4ece\u4e00\u5f00\u59cb\u4f60\u5c31\u80fd\u6709\u597d\u7684\u4f53\u9a8c\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4e8c\u3001\u5728\u4e1a\u5185\u5907\u53d7\u63a8\u5d07\u7684\u8ba4\u8bc1\u8bfe\u7a0b<\/strong><br><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2.1 EPAT (Executive Programme in Algorithmic Trading) by QuantInsti<\/strong><\/h3>\n\n\n\n<p><strong>\u9996\u9009\u7406\u7531\uff1a<\/strong>QuantInsti \u7684 EPAT \u8bfe\u7a0b\u5907\u53d7\u63a8\u5d07\uff0c\u662f\u7b97\u6cd5\u4ea4\u6613\u9886\u57df\u6700\u6743\u5a01\u7684\u8ba4\u8bc1\u4e4b\u4e00\u3002<strong>EPAT <\/strong>\u4e13\u4e3a\u5e0c\u671b\u5728\u7b97\u6cd5\u4ea4\u6613\u9886\u57df\u5f00\u521b\u4e8b\u4e1a\u7684\u4e13\u4e1a\u4eba\u58eb\u8bbe\u8ba1\uff0c\u6db5\u76d6\u4e86\u4ece\u7f16\u7a0b\u548c\u7b56\u7565\u5f00\u53d1\u5230\u6267\u884c\u548c\u98ce\u9669\u7ba1\u7406\u7684\u65b9\u65b9\u9762\u9762\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/www.laoyulaoyu.com\/wp-content\/uploads\/2024\/09\/image-230.png\" alt=\"\" class=\"wp-image-2252\"\/><\/figure>\n\n\n\n<p><strong>\u5b66\u4e60\u5185\u5bb9\uff1a<\/strong>EPAT \u6df1\u5165\u63a2\u8ba8\u5404\u79cd\u4e3b\u9898\uff0c\u5305\u62ec\u91d1\u878d\u5e02\u573a\u3001Python \u7f16\u7a0b\u3001\u7edf\u8ba1\u3001\u673a\u5668\u5b66\u4e60\u548c\u9ad8\u7ea7\u4ea4\u6613\u7b56\u7565\u3002\u8bfe\u7a0b\u5305\u62ec\u73b0\u573a\u6307\u5bfc\u548c\u5b9e\u9645\u6848\u4f8b\u7814\u7a76\uff0c\u786e\u4fdd\u5b66\u5458\u80fd\u591f\u5728\u5b9e\u9645\u73af\u5883\u4e2d\u5e94\u7528\u6280\u80fd\u3002\u8bfe\u7a0b\u5b9a\u671f\u66f4\u65b0\uff0c\u7d27\u8ddf\u91d1\u878d\u9886\u57df\u7684\u6700\u65b0\u8d8b\u52bf\u548c\u6280\u672f\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8d39\u7528\uff1a<\/strong>\u63d0\u524d\u62a5\u540d 7799 \u7f8e\u5143\u3002<\/li>\n\n\n\n<li><strong>\u671f\u9650\uff1a<\/strong>6 \u4e2a\u6708\uff0cpart-time\u3002<\/li>\n\n\n\n<li><strong>\u94fe\u63a5\uff1a<\/strong>&nbsp;<a href=\"https:\/\/www.quantinsti.com\/epat\">EPAT by QuantInsti<\/a>  <\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2.2 CQF (Certificate in Quantitative Finance) by Wilmott<\/strong><\/h3>\n\n\n\n<p><strong>\u63a8\u8350\u7406\u7531\uff1a<\/strong>CQF \u8bfe\u7a0b\u4ee5\u5176\u91d1\u878d\u6570\u5b66\u7684\u6df1\u5ea6\u800c\u95fb\u540d\uff0c\u9762\u5411\u5e0c\u671b\u5728\u6295\u8d44\u94f6\u884c\u3001\u5bf9\u51b2\u57fa\u91d1\u6216\u91d1\u878d\u5de5\u7a0b\u9886\u57df\u5de5\u4f5c\u7684\u4e13\u4e1a\u4eba\u58eb\u3002\u8bfe\u7a0b\u91cd\u70b9\u5173\u6ce8\u884d\u751f\u54c1\u3001\u98ce\u9669\u7ba1\u7406\u3001\u6295\u8d44\u7ec4\u5408\u4f18\u5316\u548c\u91d1\u878d\u5efa\u6a21\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.laoyulaoyu.com\/wp-content\/uploads\/2024\/09\/1727436256321-1024x856.png\" alt=\"\" class=\"wp-image-2254\"\/><\/figure>\n\n\n\n<p><strong>\u5b66\u4e60\u5185\u5bb9\uff1a<\/strong>\u8bfe\u7a0b\u5305\u62ec\u5bf9\u968f\u673a\u5fae\u79ef\u5206\u3001\u673a\u5668\u5b66\u4e60\u3001\u671f\u6743\u5b9a\u4ef7\u548c\u5b9a\u91cf\u98ce\u9669\u7ba1\u7406\u7684\u6df1\u5165\u63a2\u8ba8\u3002\u8bfe\u7a0b\u5f3a\u5ea6\u5927\uff0c\u4f46\u5728\u4e1a\u5185\u5907\u53d7\u63a8\u5d07\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8d39\u7528\uff1a<\/strong>\u63d0\u524d\u62a5\u540d\u53c2\u52a0\u5168\u90e8\u8bfe\u7a0b\u7684\u8d39\u7528\u7ea6\u4e3a 19,000 \u7f8e\u5143\u3002<\/li>\n\n\n\n<li><strong>\u671f\u9650\uff1a<\/strong>6 \u4e2a\u6708\uff0c part-time\u3002<\/li>\n\n\n\n<li><strong>\u94fe\u63a5\uff1a<\/strong><a href=\"https:\/\/www.cqf.com\/\">CQF by Wilmott<\/a> <\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4e09\u3001\u514d\u8d39\u6216\u4f4e\u4ef7\u7684\u5b9e\u7528\u91cf\u5316\u4ea4\u6613\u8bfe\u7a0b<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><br><strong>3.1 Quantra by QuantInsti (\u4fa7\u91cd\u5b9e\u6218)<\/strong><\/h3>\n\n\n\n<p><strong>\u63a8\u8350\u7406\u7531\uff1a<\/strong>Quantra \u4e3a\u90a3\u4e9b\u5e0c\u671b\u5728\u77ed\u65f6\u95f4\u5185\u5f00\u59cb\u4ea4\u6613\u5e76\u83b7\u5229\u7684\u4eba\u63d0\u4f9b\u5b9e\u7528\u6027\u5f88\u5f3a\u7684\u8bfe\u7a0b\u3002\u4ed6\u4eec\u7684\u8bfe\u7a0b\u4fa7\u91cd\u4e8e\u60a8\u53ef\u4ee5\u5728\u5e02\u573a\u4e2d\u5b9e\u65bd\u7684\u53ef\u64cd\u4f5c\u7b56\u7565\u3002\u4e0e\u8bb8\u591a\u5176\u4ed6\u5e73\u53f0\u4e0d\u540c\uff0cQuantra \u4ef7\u683c\u5408\u7406\uff0c\u5927\u591a\u6570\u4eba\u90fd\u53ef\u4ee5\u8d2d\u4e70\u5b66\u4e60\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.laoyulaoyu.com\/wp-content\/uploads\/2024\/09\/1727436589517-1024x344.png\" alt=\"\" class=\"wp-image-2255\"\/><\/figure>\n\n\n\n<p><strong>\u5b66\u4e60\u5185\u5bb9\uff1a<\/strong>\u60a8\u53ef\u4ee5\u5b66\u4e60\u5747\u503c\u56de\u5f52\u3001\u52a8\u91cf\u7b56\u7565\u548c\u8d27\u5e01\u5bf9\u4ea4\u6613\u7b49\u7279\u5b9a\u4e3b\u9898\u7684\u8bfe\u7a0b\u3002\u6bcf\u95e8\u8bfe\u7a0b\u90fd\u5305\u62ec Python \u4ee3\u7801\u5b9e\u8df5\u4f5c\u4e1a\uff0c\u5e76\u63d0\u4f9b\u53ef\u4e0b\u8f7d\u7684\u7b56\u7565\u4ee3\u7801\u3002\u5bf9\u4e8e\u90a3\u4e9b\u5e0c\u671b\u5feb\u901f\u63d0\u9ad8\u4ea4\u6613\u6280\u80fd\u548c\u90e8\u7f72\u7b56\u7565\u7684\u4eba\u6765\u8bf4\uff0c\u8fd9\u662f\u4e00\u4e2a\u5b8c\u7f8e\u7684\u8d44\u6e90\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8d39\u7528\uff1a<\/strong>\u6bcf\u95e8\u8bfe\u7a0b 49 \u7f8e\u5143\uff08\u7ecf\u5e38\u6709\u6298\u6263\uff09\u3002<\/li>\n\n\n\n<li><strong>\u94fe\u63a5\uff1a<\/strong>&nbsp;<a href=\"https:\/\/quantra.quantinsti.com\/\">Quantra by QuantInsti<\/a> <br><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3.2 QuantConnect\uff08\u56de\u6d4b\u548c\u5b9e\u65f6\u4ea4\u6613\u5e73\u53f0\uff09<\/strong><\/h3>\n\n\n\n<p><strong>\u63a8\u8350\u7406\u7531\uff1a<\/strong>QuantConnect \u662f\u6563\u6237\u4ea4\u6613\u8005\u6d4b\u8bd5\u548c\u5b9e\u65bd\u91cf\u5316\u7b56\u7565\u7684\u6700\u4f73\u5e73\u53f0\u4e4b\u4e00\uff0c\u65e0\u9700\u82b1\u8d39\u5927\u91cf\u8d44\u91d1\u3002\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5b8c\u5168\u96c6\u6210\u7684\u73af\u5883\uff0c\u53ef\u5728\u80a1\u7968\u3001\u671f\u8d27\u548c\u52a0\u5bc6\u8d27\u5e01\u5e02\u573a\u4e0a\u8fdb\u884c\u56de\u6eaf\u6d4b\u8bd5\u3001\u865a\u62df\u4ea4\u6613\u548c\u90e8\u7f72\u5b9e\u65f6\u7b97\u6cd5\u3002QuantConnect \u7684\u4e0e\u4f17\u4e0d\u540c\u4e4b\u5904\u5728\u4e8e\u5176\u5e9e\u5927\u7684\u7b97\u6cd5\u5e93\u4ee5\u53ca\u4ece\u7b80\u5355\u7b56\u7565\u5230\u9ad8\u5ea6\u590d\u6742\u6a21\u578b\u7684\u6269\u5c55\u80fd\u529b\u3002\u8be5\u5e73\u53f0\u975e\u5e38\u9002\u5408\u5e0c\u671b\u4eb2\u8eab\u4f53\u9a8c\u771f\u5b9e\u4e16\u754c\u6570\u636e\u7684\u4ea4\u6613\u8005\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.laoyulaoyu.com\/wp-content\/uploads\/2024\/09\/1727436903267-1024x574.png\" alt=\"\" class=\"wp-image-2256\"\/><\/figure>\n\n\n\n<p><strong>\u5b66\u4e60\u5185\u5bb9\uff1a<\/strong>QuantConnect \u4f7f\u7528\u81ea\u5df1\u7684\u5f00\u6e90\u7b97\u6cd5\u6846\u67b6 Lean\u3002\u8fd9\u662f\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u7684\u5de5\u5177\uff0c\u5141\u8bb8\u4ea4\u6613\u8005\u9ad8\u5ea6\u7075\u6d3b\u5730\u5f00\u53d1\u3001\u56de\u6eaf\u6d4b\u8bd5\u548c\u90e8\u7f72\u7b56\u7565\u3002\u8be5\u5e73\u53f0\u53ef\u8bbf\u95ee\u591a\u4e2a\u8d44\u4ea7\u7c7b\u522b\u7684\u9ad8\u8d28\u91cf\u5386\u53f2\u6570\u636e\uff0c\u5305\u62ec\u80a1\u7968\u3001\u5916\u6c47\u3001\u671f\u6743\u548c\u52a0\u5bc6\u8d27\u5e01\u3002\u4f60\u5f88\u5feb\u5c31\u4f1a\u53d1\u73b0\uff0c\u9ad8\u8d28\u91cf\u7684\u6570\u636e\u5f80\u5f80\u5f88\u96be\u627e\u5230\uff0c\u800c\u8fd9\u4e9b\u6570\u636e\u5bf9\u4e8e\u6d4b\u8bd5\u548c\u5b8c\u5584\u7b56\u7565\u81f3\u5173\u91cd\u8981\u3002\u9664\u6b64\u4e4b\u5916\uff0c\u6211\u5c06\u5176\u5217\u4e3a\u9876\u7ea7\u5b66\u4e60\u8d44\u6e90\u7684\u539f\u56e0\u8fd8\u5728\u4e8e\u4f60\u8fd8\u53ef\u4ee5\u627e\u5230\u4f18\u79c0\u7684\u6559\u7a0b\uff0c\u6307\u5bfc\u4f60\u4ece\u96f6\u5f00\u59cb\u521b\u5efa\u4ea4\u6613\u7b97\u6cd5\u3002\u60a8\u8fd8\u53ef\u4ee5\u627e\u5230\u5404\u79cd\u793e\u533a\u8d21\u732e\u7684\u7b97\u6cd5\uff0c\u4f9b\u60a8\u5b66\u4e60\u6216\u501f\u9274\u3002<\/p>\n\n\n\n<p>\u603b\u800c\u8a00\u4e4b\uff0c\u6211\u8ba4\u4e3aQuantConnect \u5bf9\u521d\u5b66\u8005\u6765\u8bf4\u786e\u5b9e\u662f\u4e00\u4e2a\u4e0d\u9519\u7684\u9009\u62e9\uff0c\u7279\u522b\u662f\u5f53\u4f60\u8003\u8651\u5230\u7f16\u5199\u7b56\u7565\u3001\u901a\u8fc7\u5386\u53f2\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5\u3001\u7acb\u5373\u67e5\u770b\u7ed3\u679c\u4ee5\u53ca\u6700\u7ec8\u4e0a\u7ebf\u4e0e Interactive Brokers \u548c Alpaca \u7b49\u7ecf\u7eaa\u5546\u8fde\u63a5\u662f\u591a\u4e48\u5bb9\u6613\u7684\u65f6\u5019\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8d39\u7528\uff1a<\/strong>QuantConnect \u5bf9\u4e00\u822c\u7528\u6237\u662f\u514d\u8d39\u7684\uff0c\u4f46\u5982\u679c\u60a8\u60f3\u589e\u52a0\u5904\u7406\u7684\u6570\u636e\u91cf\u3001\u53c2\u4e0e\u5b9e\u65f6\u4ea4\u6613\u7b49\uff0c\u5219\u9700\u8981\u9ad8\u7ea7\u670d\u52a1\u3002\u8ba2\u9605\u8d39\u7528\u4e3a\u6bcf\u6708 60 \u7f8e\u5143\u3002<\/li>\n\n\n\n<li><strong>\u94fe\u63a5<\/strong>\uff1a&nbsp;<a href=\"https:\/\/quantra.quantinsti.com\/\">QuantConnect<\/a><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3.3 Alpaca \u7b97\u6cd5\u4ea4\u6613\u8bfe\u7a0b<\/strong><\/h3>\n\n\n\n<p><strong>\u63a8\u8350\u7406\u7531\uff1a<\/strong>Alpaca \u662f\u4e00\u5bb6\u514d\u4f63\u91d1\u7684 API \u7ecf\u7eaa\u5546\uff0c\u5176\u7b97\u6cd5\u4ea4\u6613\u8bfe\u7a0b\u662f\u6563\u6237\u4ea4\u6613\u8005\u5b66\u4e60\u5728\u771f\u5b9e\u5e02\u573a\u4e2d\u5b9e\u65bd\u7b56\u7565\u7684\u7edd\u4f73\u8d77\u70b9\uff0c\u65e0\u9700\u9ad8\u6602\u7684\u524d\u671f\u8d39\u7528\u3002\u8bfe\u7a0b\u8bbe\u8ba1\u5b9e\u7528\uff0c\u91cd\u70b9\u662f\u76f4\u63a5\u901a\u8fc7 Alpaca \u7684 API \u7f16\u5199\u548c\u90e8\u7f72\u4ea4\u6613\u673a\u5668\u4eba\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.laoyulaoyu.com\/wp-content\/uploads\/2024\/09\/image-231-1024x666.png\" alt=\"\" class=\"wp-image-2258\"\/><\/figure>\n\n\n\n<p><strong>\u5b66\u4e60\u5185\u5bb9\uff1a<\/strong>\u60a8\u5c06\u5b66\u4e60\u5982\u4f55\u4f7f\u7528 Alpaca \u7684 Python API \u4ee5\u7f16\u7a0b\u65b9\u5f0f\u6267\u884c\u4ea4\u6613\u3002\u8bfe\u7a0b\u6db5\u76d6\u57fa\u7840\u548c\u4e2d\u7ea7\u4e3b\u9898\uff0c\u5305\u62ec\u5e02\u573a\u8ba2\u5355\u3001\u6b62\u635f\u4ee5\u53ca\u5747\u503c\u56de\u5f52\u548c\u52a8\u91cf\u7b56\u7565\u7b49\u57fa\u672c\u7b97\u6cd5\u3002\u7531\u4e8e\u8be5\u8bfe\u7a0b\u662f\u4e3a\u6563\u6237\u4ea4\u6613\u8005\u91cf\u8eab\u5b9a\u5236\u7684\uff0c\u56e0\u6b64\u91cd\u70b9\u5728\u4e8e\u6613\u7528\u6027\u548c\u6210\u672c\u6548\u76ca\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8d39\u7528\uff1a<\/strong>\u60a8\u53ef\u4ee5\u514d\u8d39\u5f00\u8bbe\u8d26\u6237\uff0c\u7136\u540e\u6839\u636e\u9700\u8981\u9009\u62e9\u4e0d\u540c\u7684\u9009\u9879\u3002<\/li>\n\n\n\n<li><strong>\u94fe\u63a5<\/strong>\uff1a<a href=\"https:\/\/alpaca.markets\/\">Alpaca Algorithmic Trading<\/a><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u56db\u3001\u5173\u4e8e\u91cf\u5316\u4ea4\u6613\u5fc5\u8bfb\u7684\u4e94\u672c\u4e66<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><br><strong>4.1  \u300a\u91cf\u5316\u4ea4\u6613\uff1a\u81ea\u5df1\u52a8\u624b\u505a\u7b97\u6cd5\u4ea4\u6613\u300b<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u82f1\u6587\u540d\uff1a<\/strong>Quantitative Trading: How to Build Your Own Algorithmic Trading Business<\/li>\n\n\n\n<li><strong>\u4f5c     \u8005\uff1a<\/strong>Ernest  P. Chan <\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/www.laoyulaoyu.com\/wp-content\/uploads\/2024\/09\/image-232.png\" alt=\"\" class=\"wp-image-2259\" style=\"width:320px;height:auto\"\/><\/figure>\n\n\n\n<p><strong>\u63a8\u8350\u7406\u7531\uff1a<\/strong>\u8fd9\u662f\u6211\u4e2a\u4eba\u6700\u559c\u6b22\u7684\u91cf\u5316\u91d1\u878d\u5165\u95e8\u4e66\u7c4d\uff0c<strong>\u6ca1\u6709\u4e4b\u4e00<\/strong>\u3002\u4f5c\u8005\u9488\u5bf9\u4e2a\u4eba\u6295\u8d44\u8005\u6784\u5efa\u91cf\u5316\u6295\u8d44\u4ea4\u6613\u7cfb\u7edf\uff08\u8fd0\u7528 MATLAB \u53ca Excel\uff09\u7684\u6d41\u7a0b\u8fdb\u884c\u4e86\u51fa\u8272\u7684\u9610\u91ca\uff0c\u8ba9\u91cf\u5316\u4ea4\u6613\u53d8\u5f97\u53ef\u4ee5\u5982\u6b64\u7b80\u5355\uff0c\u5e76\u5728\u4e66\u4e2d\u59cb\u7ec8\u6fc0\u52b1\u5927\u5bb6\u6210\u4e3a\u4e00\u540d\u91cf\u5316\u4ea4\u6613\u5458\u3002\u5c3d\u7ba1\u4e3a\u786e\u4fdd\u4e66\u7c4d\u6574\u4f53\u7684\u901a\u4fd7\u6613\u61c2\uff0c\u4e00\u4e9b\u7ec6\u8282\u6709\u6240\u5220\u51cf\uff0c\u4f46\u7740\u5b9e\u662f\u4e00\u672c\u6781\u4e3a\u51fa\u8272\u7684\u5165\u95e8\u8bfb\u7269\uff0c\u4e66\u4e2d\u63a2\u8ba8\u4e86\u600e\u6837\u521b\u9020 alpha \u6536\u76ca\uff08\u6a21\u578b\uff09\u3001\u98ce\u9669\u7ba1\u7406\u3001\u81ea\u52a8\u5316\u6307\u4ee4\u6267\u884c\u7cfb\u7edf\u4ee5\u53ca\u4e00\u4e9b\u7b56\u7565\uff08\u4e3b\u8981\u6db5\u76d6\u60ef\u6027\u53ca\u5747\u503c\u56de\u5f52\u7b56\u7565\uff09\u3002<\/p>\n\n\n\n<p><strong>\u8d2d\u4e70\u94fe\u63a5\uff1a<\/strong><a href=\"https:\/\/www.amazon.com\/Quantitative-Trading-Build-Algorithmic-Business\/dp\/0470284889\">Amazon Link<\/a><br><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>4.2  \u300a\u5236\u80dc\u7b56\u7565\u53ca\u5176\u539f\u7406\u300b<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u82f1\u6587\u540d\uff1a<\/strong>Algorithmic Trading: Winning Strategies and Their Rationale<\/li>\n\n\n\n<li><strong>\u4f5c     \u8005\uff1a<\/strong>Ernest P. Chan<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/www.laoyulaoyu.com\/wp-content\/uploads\/2024\/09\/image-233.png\" alt=\"\" class=\"wp-image-2260\" style=\"width:301px;height:auto\"\/><\/figure>\n\n\n\n<p><strong>\u63a8\u8350\u7406\u7531\uff1a<\/strong>Ernest Chan\u7cfb\u5217\u7684\u7b2c\u4e8c\u672c\uff0c\u8fd9\u672c\u4e66\u975e\u5e38\u9002\u5408\u60f3\u8981\u4e86\u89e3\u7b97\u6cd5\u4ea4\u6613\u7b56\u7565\u80cc\u540e\u5173\u952e\u6982\u5ff5\u7684\u4eba\u9605\u8bfb\u3002\u4ece\u5747\u503c\u56de\u5f52\u7b56\u7565\u3001\u52a8\u91cf\u7b56\u7565\u5230\u5957\u5229\u7b56\u7565\uff0c\u9648\u535a\u58eb\u4e00\u4e00\u4e3a\u4f60\u8bb2\u89e3\uff0c\u5e76\u63d0\u4f9b\u4e86\u5728\u73b0\u5b9e\u751f\u6d3b\u4e2d\u5b9e\u65bd\u8fd9\u4e9b\u7b56\u7565\u7684\u4ee3\u7801\u7247\u6bb5\u548c\u5b9e\u7528\u5efa\u8bae\u3002\u7b2c\u4e00\u672c\u4e66\u4e2d\u6ca1\u6709\u63d0\u53ca\u60ef\u6027\u3001\u5747\u503c\u56de\u5f52\u4e0e\u9ad8\u9891\u7b56\u7565\uff0c\u800c\u8fd9\u672c\u91cc\u5219\u5bf9\u8fd9\u51e0\u4e2a\u7b56\u7565\u8fdb\u884c\u4e86\u8be6\u7ec6\u7684\u8ba8\u8bba\uff0c\u5e76\u63d0\u4f9b\u4e86\u90e8\u5206\u5b9e\u73b0\u7ec6\u8282\uff0c\u672c\u4e66\u5bf9\u4e8e\u6570\u5b66\u6709\u4e00\u5b9a\u8981\u6c42(\u6d89\u53ca\u5361\u5c14\u66fc\u8fc7\u6ee4\u5668\u3001\u5e73\u7a33\/\u534f\u6574\uff0c\u6269\u5c55\u8fea\u57fa-\u798f\u52d2\u68c0\u9a8c\u7b49)\u3002\u4e66\u4e2d\u7684\u7b56\u7565\u5927\u90e8\u5206\u4f7f\u7528MATLAB\u5b9e\u73b0\uff0c\u4f46\u4f60\u53ef\u4ee5\u5f88\u8f7b\u677e\u5730\u7684\u7528C++\u3001Python\/pandas\u6216\u8005R\u91cd\u65b0\u5b9e\u73b0\u3002\u672c\u4e66\u4e5f\u6839\u636e\u65b0\u5174\u7684\u5e02\u573a\u884c\u4e3a\u5bf9\u7b2c\u4e00\u672c\u4e66\u505a\u4e86\u90e8\u5206\u66f4\u65b0\u3002<\/p>\n\n\n\n<p><strong>\u8d2d\u4e70\u94fe\u63a5\uff1a<\/strong><a href=\"https:\/\/www.amazon.com\/Quantitative-Trading-Build-Algorithmic-Business\/dp\/0470284889\">Amazon Link<\/a><br><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>4.3 \u300a\u91d1\u878d\u673a\u5668\u5b66\u4e60\u7684\u8fdb\u6b65\u300b<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u82f1\u6587\u540d\uff1a<\/strong>Advances in Financial Machine Learning<\/li>\n\n\n\n<li><strong>\u4f5c     \u8005\uff1a<\/strong>Marcos L\u00f3pez de Prado<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/www.laoyulaoyu.com\/wp-content\/uploads\/2024\/09\/image-234-678x1024.png\" alt=\"\" class=\"wp-image-2261\" style=\"width:294px;height:auto\"\/><\/figure>\n\n\n\n<p><strong>\u63a8\u8350\u7406\u7531\uff1a<\/strong>\u673a\u5668\u5b66\u4e60\u5728\u73b0\u4ee3\u4ea4\u6613\u7b56\u7565\u4e2d\u8d8a\u6765\u8d8a\u91cd\u8981\u3002\u672c\u4e66\u6db5\u76d6\u4e86\u5728\u91d1\u878d\u5e02\u573a\u4e2d\u5e94\u7528\u673a\u5668\u5b66\u4e60\u7684\u9ad8\u7ea7\u6280\u672f\u3002\u5176\u4e2d\u5305\u62ec\u6295\u8d44\u7ec4\u5408\u7ba1\u7406\u3001\u7528\u4e8e\u4ea4\u6613\u6267\u884c\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\u4ee5\u53ca\u7b97\u6cd5\u6267\u884c\u7b49\u4e3b\u9898\u3002<\/p>\n\n\n\n<p><strong>\u8d2d\u4e70\u94fe\u63a5\uff1a<\/strong><a href=\"https:\/\/www.amazon.com\/Advances-Financial-Machine-Learning-Marcos\/dp\/1119482089\">Amazon Link<\/a><br><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>4.4 \u300a\u9ed1\u76d2\u5b50\uff1a\u91cf\u5316\u4ea4\u6613\u7cbe\u8981\u300b<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u82f1\u6587\u540d\uff1aInside the Black Box: The Simple Truth About Quantitative Trading<\/li>\n\n\n\n<li>\u4f5c\u8005\uff1aRishi K. Narang<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/www.laoyulaoyu.com\/wp-content\/uploads\/2024\/09\/image-235.png\" alt=\"\" class=\"wp-image-2262\" style=\"width:288px;height:auto\"\/><\/figure>\n\n\n\n<p><strong>\u63a8\u8350\u7406\u7531\uff1a<\/strong>\u672c\u4e66\u8be6\u7ec6\u4ecb\u7ecd\u4e86\u91cf\u5316\u6295\u8d44\u57fa\u91d1\u7684\u8fd0\u4f5c\u8fc7\u7a0b\uff0c\u4e3a\u7cbe\u660e\u597d\u5b66\u7684\u6295\u8d44\u8005\u89e3\u91ca\u4e86\u4ed6\u4eec\u80fd\u5426\u5229\u7528\u91cf\u5316\u6295\u8d44\u57fa\u91d1\u8fd9\u4e2a\u201c\u9ed1\u76d2\u5b50\u201d\u8fdb\u884c\u6295\u8d44\u3002\u5c3d\u7ba1\u4e66\u4e2d\u5b8c\u5168\u6ca1\u6709\u6d89\u53ca\u4e2a\u4eba\u6295\u8d44\u8005\u76f8\u5173\u5185\u5bb9\uff0c\u4f46\u5305\u542b\u4e86\u5927\u91cf\u91cf\u5316\u4ea4\u6613\u7cfb\u7edf\u8be5\u5982\u4f55\u6784\u5efa\u7684\u5185\u5bb9\u3002\u4ea4\u6613\u6210\u672c\u548c\u98ce\u9669\u7ba1\u7406\u7684\u91cd\u8981\u6027\u90fd\u88ab\u63d0\u53ca\uff0c\u5e76\u4e3a\u8bfb\u8005\u6307\u51fa\u4e86\u8fdb\u4e00\u6b65\u5b66\u4e60\u7684\u8def\u7ebf\u3002\u4e2a\u4eba\u7b97\u6cd5\u4ea4\u6613\u8005\u53ef\u4ee5\u4ece\u6b64\u4e66\u4e2d\u4e86\u89e3\u5b66\u4e60\u5230\u4e13\u4e1a\u673a\u6784\u6295\u8d44\u8005\u662f\u5982\u4f55\u8fdb\u884c\u7b97\u6cd5\u4ea4\u6613\u7684\u3002<\/p>\n\n\n\n<p><strong>\u8d2d\u4e70\u94fe\u63a5\uff1a<\/strong><a href=\"https:\/\/www.amazon.com\/s?k=Inside+the+Black+Box%3A+The+Simple+Truth+About+Quantitative+Trading+%E4%BD%9C%E8%80%85%EF%BC%9ARishi+K.+Narang&amp;i=stripbooks-intl-ship&amp;crid=1S8AVIS3WX5RB&amp;sprefix=inside+the+black+box+the+simple+truth+about+quantitative+trading+%E4%BD%9C%E8%80%85+rishi+k.+narang%2Cstripbooks-intl-ship%2C322&amp;ref=nb_sb_noss\">Amazon Link<\/a><br><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>4.5 \u300a\u4ea4\u6613\u4e0e\u4ea4\u6613\u6240\uff1a\u5e02\u573a\u5fae\u89c2\u7ed3\u6784\u300b<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u82f1\u6587\u540d\uff1aTrading and Exchanges: Market Microstructure for Practitioners<\/li>\n\n\n\n<li>\u4f5c\u8005\uff1aLarry Harris<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/www.laoyulaoyu.com\/wp-content\/uploads\/2024\/09\/image-236.png\" alt=\"\" class=\"wp-image-2263\" style=\"width:296px;height:auto\"\/><\/figure>\n\n\n\n<p><strong>\u63a8\u8350\u7406\u7531\uff1a<\/strong>\u8fd9\u672c\u4e66\u4e3b\u8981\u5173\u6ce8\u4e8e\u5e02\u573a\u5fae\u89c2\u7ed3\u6784\uff0c\u4e2a\u4eba\u8ba4\u4e3a\u8fd9\u90e8\u5206\u5373\u4f7f\u5728\u521d\u5b66\u9636\u6bb5\u4e5f\u975e\u5e38\u6709\u5fc5\u8981\u5b66\u4e60\u3002\u5e02\u573a\u7684\u5fae\u89c2\u7ed3\u6784\u662f\u5173\u4e8e\u5e02\u573a\u53c2\u4e0e\u4eba\u5982\u4f55\u4e92\u76f8\u5f71\u54cd\uff0c\u4ea4\u6613\u6240\u8ba2\u5355\u7cfb\u7edf\u53c8\u662f\u5982\u4f55\u8fd0\u8f6c\u7684\u4e00\u95e8\u5b66\u95ee\uff0c\u5b83\u544a\u8bc9\u6211\u4eec\u4ea4\u6613\u6240\u5728\u5e02\u573a\u4e2d\u6240\u8d77\u7684\u4f5c\u7528\uff0c\u5f53\u4e00\u7b14\u4ea4\u6613\u6267\u884c\u65f6\u80cc\u540e\u5230\u5e95\u53d1\u751f\u4e86\u4ec0\u4e48\u3002\u672c\u4e66\u6ca1\u6709\u6d89\u53ca\u5177\u4f53\u7684\u4ea4\u6613\u7b56\u7565\uff0c\u66f4\u591a\u7684\u662f\u5728\u8ba8\u8bba\u6307\u4ee4\u6267\u884c\u7cfb\u7edf\u8bbe\u8ba1\u65f6\u9700\u8981\u8003\u8651\u7684\u4f17\u591a\u4e8b\u9879\u3002\u8bb8\u591a\u884c\u4e1a\u5927\u62ff\u90fd\u975e\u5e38\u63a8\u5d07\u8fd9\u672c\u4e66!<\/p>\n\n\n\n<p><strong>\u8d2d\u4e70\u94fe\u63a5\uff1a<\/strong><a href=\"https:\/\/www.amazon.com\/s?k=Trading+and+Exchanges%3A+Market+Microstructure+for+Practitioners&amp;i=stripbooks-intl-ship&amp;crid=IEZMLPMR160F&amp;sprefix=trading+and+exchanges+market+microstructure+for+practitioners%2Cstripbooks-intl-ship%2C508&amp;ref=nb_sb_noss_1\">Amazon Link<\/a><br><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4e94\u3001\u89c2\u70b9\u56de\u987e<\/strong><\/h2>\n\n\n\n<p>\u5728\u91cf\u5316\u91d1\u878d\u9886\u57df\uff0c\u5b66\u4e60\u662f\u505c\u4e0d\u4e0b\u6765\u7684\u3002\u4e0d\u7ba1\u60a8\u662f\u671f\u671b\u83b7\u53d6\u6b63\u5f0f\u8ba4\u8bc1\uff0c\u4ea6\u6216\u662f\u5728\u5bfb\u89c5\u80fd\u591f\u5373\u523b\u65bd\u884c\u7684\u5b9e\u7528\u5b9e\u8df5\u7b56\u7565\uff0c\u8fd9\u4e9b\u5728\u7ebf\u8d44\u6e90\u7686\u53ef\u4e3a\u60a8\u63d0\u4f9b\u8fc8\u5411\u6210\u529f\u6240\u9700\u7684\u4e00\u5207\u3002\u4ece\u8bf8\u5982 EPAT \u8fd9\u822c\u7684\u9ad8\u7ea7\u8bfe\u7a0b\uff0c\u5230\u50cf QuantConnect \u4e0e Alpaca \u8fd9\u6837\u7684\u4fbf\u6377\u5e73\u53f0\uff0c\u8fd9\u91cc\u62e5\u6709\u5951\u5408\u5404\u79cd\u9884\u7b97\u4ee5\u53ca\u6280\u80fd\u6c34\u51c6\u7684\u4e30\u5bcc\u9009\u9879\u3002\u5bf9\u81ea\u5df1\u7684\u63d0\u5347\u8fdb\u884c\u6295\u8d44\uff0c\u60a8\u4fbf\u80fd\u7740\u624b\u6784\u5efa\u76c8\u5229\u7684\u7b56\u7565\uff0c\u5e76\u4e3a\u81ea\u5df1\u5728\u91cf\u5316\u4ea4\u6613\u9886\u57df\u7684\u957f\u671f\u6210\u529f\u505a\u597d\u51c6\u5907\u3002<\/p>\n\n\n\n<ul 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