{"id":36641,"date":"2025-06-23T22:29:34","date_gmt":"2025-06-24T05:29:34","guid":{"rendered":"https:\/\/teach.udemy.com\/?page_id=36641"},"modified":"2026-06-02T13:48:41","modified_gmt":"2026-06-02T20:48:41","slug":"how-to-create-labs-for-your-course","status":"publish","type":"page","link":"https:\/\/teach.udemy.com\/zh-hant\/how-to-create-labs-for-your-course\/","title":{"rendered":"\u4f7f\u7528\u6307\u5357\uff1a\u8ab2\u7a0b\u5167\u5be6\u9a57\u5ba4"},"content":{"rendered":"<h2><strong>\u4ec0\u9ebc\u662f\u8ab2\u7a0b\u5167\u5be6\u9a57\u5ba4\uff1f<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">\u8ab2\u7a0b\u5167\u5be6\u9a57\u5ba4\u662f\u5168\u65b0\u7684\u8ab2\u7a0b\u9805\u76ee\uff0c\u80fd\u8b93\u5b78\u7fd2\u8005\u5728\u7a31\u70ba\u5de5\u4f5c\u7a7a\u9593\u7684\u771f\u5be6\u74b0\u5883\u4e2d\u7df4\u7fd2\u6280\u8853\u6280\u80fd\u3002\u9019\u4e9b\u5be6\u4f5c\u7d93\u9a57\u80fd\u8b93\u5b78\u7fd2\u8005\u5c07\u8ab2\u7a0b\u6982\u5ff5\u76f4\u63a5\u61c9\u7528\u5728\u5be6\u969b\u64cd\u4f5c\u4e2d\uff0c\u9032\u800c\u57f9\u990a\u81ea\u4fe1\u8207\u8077\u5834\u5373\u6230\u529b\u3002\u672c\u6307\u5357\u5c07\u5354\u52a9\u60a8\u70ba\u8ab2\u7a0b\u8a2d\u8a08\u51fa\u5f15\u4eba\u5165\u52dd\u7684\u5be6\u9a57\u5ba4\u3002<\/span><\/p>\n<h2><strong>\u70ba\u4ec0\u9ebc\u8981\u5728\u8ab2\u7a0b\u4e2d\u52a0\u5165\u5be6\u9a57\u5ba4\uff1f<\/strong><\/h2>\n<p><i><span style=\"font-weight: 400;\">\u8ab2\u7a0b\u5167\u5be6\u9a57\u5ba4\u80fd\u5e6b\u52a9\u5b78\u7fd2\u8005\uff1a<\/span><\/i><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u5728\u4e0d\u96e2\u958b\u8ab2\u7a0b\u7684\u60c5\u6cc1\u4e0b\u5728\u771f\u5be6\u5de5\u4f5c\u7a7a\u9593\u4e2d\u7df4\u7fd2\u6280\u80fd<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u63d0\u5347\u8077\u5834\u5373\u6230\u529b\uff0c\u8b93\u5b78\u7fd2\u8005\u80fd\u5c07\u6240\u5b78\u6280\u80fd\u61c9\u7528\u65bc\u5be6\u969b\u60c5\u5883\u4e2d<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u66f4\u7a4d\u6975\u6295\u5165\u5167\u5bb9\uff0c\u63d0\u5347\u8a18\u61b6\u8207\u5b78\u7fd2\u6210\u6548<\/span><\/li>\n<\/ul>\n<h2><strong>\u8ab2\u7a0b\u5167\u5be6\u9a57\u5ba4\u5305\u542b\u4e09\u5927\u7279\u8272\uff1a<\/strong><\/h2>\n<ol>\n<li style=\"font-weight: 400;\"><b>\u5f71\u7247\u6559\u5b78\uff1a<\/b><span style=\"font-weight: 400;\">\u5ef6\u7e8c\u5ee3\u53d7\u6b61\u8fce\u7684\u5f71\u7247\u8b1b\u5ea7\u5f62\u5f0f\uff0c\u8ab2\u7a0b\u5167\u5be6\u9a57\u5ba4\u4ee5\u5f71\u7247\u6559\u5b78\u70ba\u6838\u5fc3\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>\u5be6\u9a57\u5ba4\u4efb\u52d9\uff1a<\/b><span style=\"font-weight: 400;\">\u7d50\u69cb\u5316\u7684\u4efb\u52d9\u70ba\u5b78\u7fd2\u8005\u63d0\u4f9b\u5f15\u5c0e\u8207\u8cc7\u6e90\uff0c\u5e6b\u52a9\u4ed6\u5011\u9010\u6b65\u7df4\u7fd2\u65b0\u6280\u80fd\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>\u6280\u8853\u5de5\u4f5c\u7a7a\u9593\uff1a <\/b><span style=\"font-weight: 400;\">\u9810\u5148\u5efa\u7f6e\u7684\u74b0\u5883\u8b93\u5b78\u7fd2\u8005\u53ef\u76f4\u63a5\u958b\u59cb\u5be6\u4f5c\u7df4\u7fd2\uff0c\u7121\u9700\u984d\u5916\u8a2d\u5b9a\u3002<\/span><\/li>\n<\/ol>\n<h1><strong>\u6253\u9020\u512a\u8cea\u7684\u5be6\u9a57\u5ba4<\/strong><\/h1>\n<h3><span style=\"font-weight: 400;\">\u6c7a\u5b9a\u8981\u5728\u8ab2\u7a0b\u4e2d\u7684\u54ea\u500b\u4f4d\u7f6e\u52a0\u5165\u8ab2\u7a0b\u5167\u5be6\u9a57\u5ba4\u3002<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u627e\u51fa\u8ab2\u7a0b\u4e2d\u6700\u9069\u5408\u900f\u904e\u8ab2\u7a0b\u5167\u5be6\u9a57\u5ba4\u4f86\u7df4\u7fd2\u91cd\u9ede\u6280\u80fd\u3001\u9054\u6210\u5b78\u7fd2\u76ee\u6a19\u7684\u8981\u9ede\u7ae0\u7bc0\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u2705 <\/span><b>\u6700\u4f73\u5be6\u52d9\uff1a<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u6839\u64da\u5b78\u7fd2\u76ee\u6a19\u9078\u64c7\u5408\u9069\u7684\u5be6\u9a57\u5ba4\u985e\u578b\uff1a<\/span>\n<ul>\n<li style=\"font-weight: 400;\"><b>\u8ddf\u8457\u505a\u5be6\u9a57\u5ba4\uff1a<\/b><span style=\"font-weight: 400;\">\u4ee5\u9010\u6b65\u6307\u5c0e\u7684\u65b9\u5f0f\u793a\u7bc4\u8207\u8b1b\u89e3\u6d41\u7a0b\uff0c\u8b93\u5b78\u7fd2\u8005\u80fd\u5920\u4f9d\u6a23\u64cd\u4f5c<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>\u5f15\u5c0e\u5f0f\u6311\u6230\u5be6\u9a57\u5ba4\uff1a<\/b><span style=\"font-weight: 400;\"> \u63d0\u4f9b\u8f03\u5ee3\u6cdb\u7684\u4efb\u52d9\u8207\u90e8\u5206\u5f15\u5c0e\uff0c\u9f13\u52f5\u5b78\u7fd2\u8005\u5728\u67b6\u69cb\u8207\u8cc7\u6e90\u7684\u8f14\u52a9\u4e0b\u81ea\u4e3b\u89e3\u6c7a\u554f\u984c<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u78ba\u4fdd\u6bcf\u500b\u8ab2\u7a0b\u5167\u5be6\u9a57\u5ba4\u90fd\u80fd\u76f4\u63a5\u652f\u63f4\u5c0d\u61c9\u7684\u8b1b\u5ea7\u4e2d\u6240\u6559\u6388\u7684\u6280\u80fd<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u660e\u78ba\u5730\u5c07\u8ab2\u7a0b\u5167\u5be6\u9a57\u5ba4\u8207\u65e2\u5b9a\u7684\u5b78\u7fd2\u76ee\u6a19\u9023\u7d50\u8d77\u4f86<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u8a2d\u8a08\u8ab2\u7a0b\u5167\u5be6\u9a57\u5ba4\u6642\uff0c\u61c9\u78ba\u4fdd\u8de8\u88dd\u7f6e\u76f8\u5bb9\u6027\uff0c\u80fd\u5728 PC \u8207 Mac \u7cfb\u7d71\u4e0a\u540c\u6a23\u9806\u66a2\u904b\u4f5c<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\ud83d\udca1 <\/span><b>\u7bc4\u4f8b\uff1a<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Jupyter Notebook<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\">\u5728\u6559\u6388\u4f7f\u7528 matplotlib \u9032\u884c\u8cc7\u6599\u8996\u89ba\u5316\u7684\u8b1b\u5ea7\u5f8c\uff0c<span style=\"font-weight: 400;\">\u52a0\u5165\u4e00\u500b Jupyter Notebook <\/span><b>\u8ddf\u8457\u505a\u5be6\u9a57\u5ba4<\/b><span style=\"font-weight: 400;\">\uff0c\u8b93\u5b78\u751f\u5be6\u969b\u88fd\u4f5c\u4e92\u52d5\u5f0f\u5716\u8868\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\">\u5728\u6559\u6388 pandas \u57fa\u790e\u64cd\u4f5c\u5f8c\uff0c<span style=\"font-weight: 400;\">\u5b89\u6392\u4e00\u500b<\/span><b>\u5f15\u5c0e\u5f0f\u6311\u6230\u5be6\u9a57\u5ba4<\/b><span style=\"font-weight: 400;\">\uff0c\u8b93\u5b78\u751f\u80fd\u5920\u7368\u7acb\u6e05\u7406\u4e26\u5206\u6790\u4e00\u4efd\u8cc7\u6599\u96c6\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u751f\u6210\u5f0f AI<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\">\u5728\u6559\u6388\u63d0\u793a\u5de5\u7a0b\u7684\u8b1b\u5ea7\u5f8c\uff0c<span style=\"font-weight: 400;\">\u52a0\u5165\u4e00\u500b<\/span><b>\u8ddf\u8457\u505a\u5be6\u9a57\u5ba4<\/b><span style=\"font-weight: 400;\">\uff0c\u8b93\u5b78\u751f\u80fd\u5920\u4f7f\u7528 GPT \u6a21\u578b\u64b0\u5beb\u4e26\u6e2c\u8a66\u63d0\u793a\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\">\u5728\u5fae\u8abf\u6559\u5b78\u6a21\u7d44\u5f8c\uff0c<span style=\"font-weight: 400;\">\u5b89\u6392\u4e00\u500b<\/span><b>\u5f15\u5c0e\u5f0f\u6311\u6230\u5be6\u9a57\u5ba4<\/b><span style=\"font-weight: 400;\">\uff0c\u8b93\u5b78\u751f\u5efa\u7acb\u81ea\u5df1\u5c08\u5c6c\u7684 AI Assistant\u3002<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">AWS<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\">\u5728\u96f2\u7aef\u904b\u7b97\u57fa\u790e\u7684\u8b1b\u5ea7\u5f8c\uff0c<span style=\"font-weight: 400;\">\u52a0\u5165\u4e00\u500b <\/span><b>AWS \u8ddf\u8457\u505a\u5be6\u9a57\u5ba4<\/b><span style=\"font-weight: 400;\">\uff0c\u8b93\u5b78\u751f\u555f\u52d5\u4e26\u8a2d\u5b9a\u4ed6\u5011\u7684\u7b2c\u4e00\u500b EC2 \u57f7\u884c\u500b\u9ad4\u3002<\/span><\/li>\n<li>\u5728\u7121\u4f3a\u670d\u5668\u904b\u7b97\u7684\u8ab2\u7a0b\u7ae0\u7bc0\u4e2d\uff0c<span style=\"font-weight: 400;\">\u52a0\u5165\u4e00\u500b<\/span><b>\u5f15\u5c0e\u5f0f\u6311\u6230\u5be6\u9a57\u5ba4<\/b><span style=\"font-weight: 400;\">\uff0c\u8b93\u5b78\u751f\u4f7f\u7528 AWS Lambda \u548c API Gateway \u5efa\u7acb\u4e00\u500b\u5b8c\u6574\u7684 API\u3002<\/span><\/li>\n<\/ul>\n<h1><strong>\u5efa\u7acb\u542b\u6709\u5be6\u9a57\u5ba4\u7684\u8b1b\u5ea7<\/strong><\/h1>\n<p><span style=\"font-weight: 400;\">\u9078\u64c7\u300c\u542b\u6709\u5be6\u9a57\u5ba4\u7684\u8b1b\u5ea7\u300d\u7684\u8ab2\u7a0b\u9805\u76ee\u4ee5\u958b\u59cb\u5efa\u7acb\u3002\u64b0\u5beb\u6e05\u6670\u4e14\u5177\u63cf\u8ff0\u6027\u7684\u6a19\u984c\uff0c\u80fd\u5920\u6293\u4f4f\u5be6\u9a57\u5ba4\u7684\u6838\u5fc3\uff0c\u4e26\u7a81\u986f\u5b78\u7fd2\u8005\u5c07\u8981\u7df4\u7fd2\u7684\u6280\u80fd\u3002\u6b64\u6a19\u984c\u5c07\u4f5c\u70ba\u60a8\u8ab2\u7a0b\u5167\u5bb9\u4e2d\u7684\u8ab2\u7a0b\u9805\u76ee\u51fa\u73fe\u3002<\/span><\/p>\n<p><a href=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-35368 size-large\" src=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-1-1024x638.png\" alt=\"\" width=\"600\" height=\"374\" srcset=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-1-1024x638.png 1024w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-1-300x187.png 300w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-1-768x479.png 768w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-1.png 1266w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/a><a href=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-2.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-35354 size-large\" src=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-2-1024x337.png\" alt=\"\" width=\"600\" height=\"197\" srcset=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-2-1024x337.png 1024w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-2-300x99.png 300w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-2-768x252.png 768w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-2-1536x505.png 1536w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-2.png 1743w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/a><\/p>\n<p><span style=\"font-weight: 400;\">\u2705 <\/span><b>\u6700\u4f73\u5be6\u52d9\uff1a<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u5efa\u7acb\u5177\u9ad4\u4e14\u660e\u78ba\u7b26\u5408\u5b78\u7fd2\u76ee\u6a19\u7684\u6a19\u984c<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u805a\u7126\u65bc\u5b78\u7fd2\u8005\u4e3b\u8981\u7df4\u7fd2\u7684\u6280\u80fd<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u8b93\u6a19\u984c\u5177\u6709\u5438\u5f15\u529b\uff0c\u4e26\u8207\u5b78\u7fd2\u8005\u7684\u76ee\u6a19\u76f8\u95dc<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\ud83d\udca1 <\/span><b>\u5be6\u9a57\u5ba4\u6a19\u984c\u7bc4\u4f8b\uff1a<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Jupyter Notebook<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u8ddf\u8457\u505a\u5be6\u9a57\u5ba4\uff1a\u300c\u4e92\u52d5\u5f0f\u8cc7\u6599\u8996\u89ba\u5316\uff1a\u4f7f\u7528 Matplotlib \u5efa\u7acb\u52d5\u614b\u5716\u8868\u300d<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u5f15\u5c0e\u5f0f\u6311\u6230\u5be6\u9a57\u5ba4\uff1a\u300c\u8cc7\u6599\u6574\u7406\u6311\u6230\uff1a\u4f7f\u7528 Pandas \u6e05\u7406\u4e26\u5206\u6790\u771f\u5be6\u4e16\u754c\u7684\u8cc7\u6599\u96c6\u300d<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u751f\u6210\u5f0f AI<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u8ddf\u8457\u505a\u5be6\u9a57\u5ba4\uff1a\u300c\u7cbe\u901a\u63d0\u793a\u5de5\u7a0b\uff1a\u64b0\u5beb\u6709\u6548\u7684 GPT \u63d0\u793a\uff0c\u7372\u5f97\u7cbe\u6e96\u8f38\u51fa\u300d<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u5f15\u5c0e\u5f0f\u6311\u6230\u5be6\u9a57\u5ba4\uff1a\u300c\u6253\u9020\u4f60\u7684 AI Assistant\uff1a\u57f7\u884c\u5c08\u9580\u4efb\u52d9\u7684\u5fae\u8abf\u6a21\u578b\u300d<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">AWS<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u8ddf\u8457\u505a\u5be6\u9a57\u5ba4\uff1a\u300c\u555f\u52d5\u4f60\u7684\u7b2c\u4e00\u500b\u96f2\u7aef\u4f3a\u670d\u5668\uff1a\u52d5\u624b\u505a EC2 \u57f7\u884c\u500b\u9ad4\u8a2d\u5b9a\u300d<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u5f15\u5c0e\u5f0f\u6311\u6230\u5be6\u9a57\u5ba4\uff1a\u300c\u7121\u4f3a\u670d\u5668 API \u6311\u6230\uff1a\u4f7f\u7528 Lambda \u8207 API Gateway \u5efa\u7acb\u7aef\u5230\u7aef\u89e3\u6c7a\u65b9\u6848\u300d<\/span><\/li>\n<\/ul>\n<div class=\"section-break\"><\/div>\n<h3><span style=\"font-weight: 400;\">\u4e0a\u50b3\u60a8\u7684\u5be6\u9a57\u5ba4\u5f71\u7247<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u91cd\u8981\u63d0\u9192\uff1a\u300c\u5be6\u9a57\u5ba4\u300d\u9078\u9805\u50c5\u5728\u60a8\u4e0a\u50b3\u8b1b\u5ea7\u5f71\u7247\u5f8c\u624d\u6703\u958b\u555f\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u4e0a\u50b3\u60a8\u7684\u5be6\u9a57\u5ba4\u5f71\u7247\uff0c\u4e26\u7b49\u5f85\u8655\u7406\u5b8c\u6210\u3002\u63a5\u8457\u9ede\u64ca\u300c+\u5be6\u9a57\u5ba4\u300d\u6309\u9215\uff0c\u5373\u53ef\u5efa\u7acb\u5be6\u9a57\u5ba4\u4e26\u9032\u5165\u5be6\u9a57\u5ba4\u7de8\u8f2f\u5668\u3002<\/span><\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-3.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-35397\" src=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-3-1024x468.png\" alt=\"\" width=\"600\" height=\"274\" srcset=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-3-1024x468.png 1024w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-3-300x137.png 300w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-3-768x351.png 768w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-3.png 1478w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/a><a href=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-4.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-35383\" src=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-4-1024x470.png\" alt=\"\" width=\"600\" height=\"275\" srcset=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-4-1024x470.png 1024w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-4-300x138.png 300w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-4-768x352.png 768w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-4.png 1475w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/a><\/p>\n<h3><strong>\u5728\u5be6\u9a57\u5ba4\u7de8\u8f2f\u5668\u4e2d\u7de8\u8f2f\u60a8\u7684\u8ab2\u7a0b\u5167\u5be6\u9a57\u5ba4<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">\u5efa\u7acb\u60a8\u7684\u8ab2\u7a0b\u5167\u5be6\u9a57\u5ba4\u9808\u9075\u5faa\u4ee5\u4e0b\u4e09\u500b\u6b65\u9a5f\uff1a<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u898f\u5283\u60a8\u7684\u8ab2\u7a0b\u5167\u5be6\u9a57\u5ba4\uff1a\u9078\u64c7\u5de5\u4f5c\u7a7a\u9593\u4e26\u4e0a\u50b3\u8d77\u59cb\u7a0b\u5f0f\u78bc<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u5efa\u7acb\u4efb\u52d9\uff1a\u5c07\u5be6\u9a57\u5ba4\u62c6\u5206\u70ba\u5404\u500b\u4efb\u52d9\u55ae\u5143<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u767c\u4f48\u8ab2\u7a0b\u5167\u5be6\u9a57\u5ba4\uff1a\u88dc\u5145\u76f8\u95dc\u8aaa\u660e\u4e26\u5b8c\u6210\u6700\u7d42\u8a2d\u5b9a<\/span><\/li>\n<\/ol>\n<h3><strong>\u898f\u5283\u60a8\u7684\u5be6\u9a57\u5ba4<\/strong><\/h3>\n<h5><strong>\u9078\u64c7\u5be6\u9a57\u5ba4\u5de5\u4f5c\u7a7a\u9593\uff1a<\/strong><\/h5>\n<p><span style=\"font-weight: 400;\">\u5f9e\u53ef\u7528\u7684\u9078\u9805\u4e2d\u9078\u64c7\u60a8\u7684\u5782\u76f4\u9818\u57df\u8ab2\u7a0b\u5167\u5be6\u9a57\u5ba4\u53ca\u5de5\u4f5c\u7a7a\u9593\u985e\u578b\u3002\u00a0<\/span><\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-5.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-35411\" src=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-5-1024x653.png\" alt=\"\" width=\"600\" height=\"383\" srcset=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-5-1024x653.png 1024w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-5-300x191.png 300w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-5-768x490.png 768w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-5.png 1252w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/a><\/p>\n<h6><i><span style=\"font-weight: 400;\">\u5de5\u4f5c\u7a7a\u9593\u985e\u578b\uff1aUdemy vs \u500b\u4eba\u74b0\u5883<\/span><\/i><\/h6>\n<p><span style=\"font-weight: 400;\">\u8ab2\u7a0b\u5167\u5be6\u9a57\u5ba4\u70ba Udemy Pro \u7684\u8a02\u95b1\u8005\u63d0\u4f9b Udemy \u5de5\u4f5c\u7a7a\u9593\u3002\u8acb\u6ce8\u610f\uff0c\u6709\u90e8\u5206\u5b78\u7fd2\u8005\u6703\u4f7f\u7528\u81ea\u5df1\u7684\u500b\u4eba\u74b0\u5883\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u2705 <\/span><b>\u6700\u4f73\u5be6\u52d9\uff1a<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u8a2d\u8a08\u8ab2\u7a0b\u5167\u5be6\u9a57\u5ba4\u6642\uff0c\u9700\u8003\u91cf\u4e0d\u540c\u5b78\u7fd2\u8005\u7684\u53ef\u53ca\u6027\uff0c\u4e26\u8003\u616e\u5230 Udemy \u5de5\u4f5c\u7a7a\u9593\u8207\u500b\u4eba\u74b0\u5883\u4e4b\u9593\u7684\u653f\u7b56\u8207\u9650\u5236\u5dee\u7570\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u6aa2\u8996 <\/span><a href=\"https:\/\/www.udemy.com\/developers\/labs\/intro\"><span style=\"font-weight: 400;\">Udemy \u8ab2\u7a0b\u5167\u5be6\u9a57\u5ba4\u5de5\u4f5c\u7a7a\u9593\u7684\u6280\u8853\u898f\u683c<\/span><\/a><span style=\"font-weight: 400;\">\uff0c\u4ee5\u78ba\u4fdd\u6240\u6709\u5b78\u7fd2\u8005\u90fd\u80fd\u7372\u5f97\u4e00\u81f4\u7684\u5b78\u7fd2\u9ad4\u9a57\u3002<\/span><\/li>\n<\/ul>\n<h5><strong>\u4e0a\u50b3\u8d77\u59cb\u7a0b\u5f0f\u78bc\uff1a<\/strong><\/h5>\n<p><span style=\"font-weight: 400;\">\u63d0\u4f9b\u5c07\u5728 Udemy \u5de5\u4f5c\u7a7a\u9593\u9810\u5148\u8f09\u5165\u7684\u8d77\u59cb\u7a0b\u5f0f\u78bc\uff0c\u4f9b\u5b78\u7fd2\u8005\u4f7f\u7528\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u2705 <\/span><b>\u6700\u4f73\u5be6\u52d9\uff1a<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u82e5\u70ba Jupyter \u5be6\u9a57\u5ba4\uff0c\u8acb\u9644\u4e0a\u5305\u542b\u6240\u6709\u5fc5\u8981 ipynb \u6a94\u6848\u53ca\u8cc7\u6599\u6a94 (\u4f8b\u5982 CSV) \u7684\u58d3\u7e2e\u6a94<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u79fb\u9664\u8d77\u59cb\u7a0b\u5f0f\u78bc\u58d3\u7e2e\u6a94\u540d\u7a31\u4e2d\u7684\u7a7a\u683c<\/span><\/li>\n<li style=\"font-weight: 400;\">\u5728\u9810\u89bd\u5be6\u9a57\u5ba4\u6642\u9032\u884c\u6e2c\u8a66\uff0c\u78ba\u4fdd\u8d77\u59cb\u6a94\u6848\u80fd\u6b63\u5e38\u8f09\u5165<\/li>\n<li style=\"font-weight: 400;\"><b>\u5207\u52ff<\/b><span style=\"font-weight: 400;\">\u522a\u9664\u58d3\u7e2e\u6a94\u4e2d\u7684 Makefile<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>\u5207\u52ff<\/b><span style=\"font-weight: 400;\">\u5305\u542b\u4e0d\u5fc5\u8981\u7684\u6a94\u6848\uff0c\u5982 __MACOSX\u3001.DS_Store\u3001.git\u3001.gitignore\u3001*.pnp.cjs\u3001pycache\u3001node_modules \u6216 .yarn<\/span><\/li>\n<\/ul>\n<div class=\"section-break\"><\/div>\n<h4><strong>\u5275\u5efa\u4efb\u52d9\u4e26\u52a0\u5165\u53c3\u8003\u7a0b\u5f0f\u78bc<\/strong><\/h4>\n<h5><strong>\u65b0\u589e\u5be6\u9a57\u5ba4\u4efb\u52d9<\/strong><\/h5>\n<p><span style=\"font-weight: 400;\">\u6bcf\u500b\u5be6\u9a57\u5ba4\u4efb\u52d9\u4ee3\u8868\u4e00\u500b\u908f\u8f2f\u6b65\u9a5f\u7684\u55ae\u5143\uff0c\u6709\u52a9\u65bc\u9054\u6210\u6574\u500b\u5be6\u9a57\u5ba4\u7684\u76ee\u6a19\u3002<\/span><\/p>\n<h6><strong><i>\u8f38\u5165\u4efb\u52d9\u6a19\u984c\uff1a<\/i><\/strong><\/h6>\n<p><span style=\"font-weight: 400;\">\u6bcf\u500b\u4efb\u52d9\u90fd\u9700\u8981\u6e05\u695a\u7684\u6a19\u984c\uff0c\u8aaa\u660e\u5b78\u7fd2\u8005\u5728\u9032\u5165\u4e0b\u4e00\u6b65\u4e4b\u524d\u61c9\u5b8c\u6210\u7684\u5167\u5bb9\u3002<\/span><\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-6.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-35425\" src=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-6-1024x685.png\" alt=\"\" width=\"600\" height=\"401\" srcset=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-6-1024x685.png 1024w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-6-300x201.png 300w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-6-768x513.png 768w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-6.png 1222w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/a><\/p>\n<p><span style=\"font-weight: 400;\">\u2705<\/span><b>\u6700\u4f73\u5be6\u52d9\uff1a<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u5efa\u7acb\u660e\u78ba\u7684\u4efb\u52d9\u6a19\u984c\uff0c\u6307\u51fa\u5b78\u7fd2\u8005\u61c9\u9054\u6210\u7684\u5177\u9ad4\u6210\u679c<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u63cf\u8ff0\u4fdd\u6301\u7c21\u77ed (10 \u500b\u5b57\u4ee5\u5167)\uff0c\u540c\u6642\u6e05\u695a\u50b3\u9054\u4efb\u52d9\u7684\u76ee\u7684<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u63d0\u4f9b\u8db3\u5920\u7684\u80cc\u666f\u8cc7\u8a0a\uff0c\u8b93\u5b78\u7fd2\u8005\u7406\u89e3\u4efb\u52d9\u7684\u76ee\u6a19<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\ud83d\udca1 <\/span><b>\u4efb\u52d9\u6a19\u984c\u7bc4\u4f8b\uff1a<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Jupyter Notebook<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u8ddf\u8457\u505a\u5be6\u9a57\u5ba4\uff1a\u300c\u4e92\u52d5\u5f0f\u8cc7\u6599\u8996\u89ba\u5316\uff1a\u4f7f\u7528 Matplotlib \u5efa\u7acb\u52d5\u614b\u5716\u8868\u300d<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u4efb\u52d9 1\uff1a\u300c\u532f\u5165\u4e26\u6e96\u5099\u8cc7\u6599\u96c6\u4ee5\u9032\u884c\u8996\u89ba\u5316\u300d<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u4efb\u52d9 2\uff1a\u300c\u5efa\u7acb\u5177\u6709\u4e92\u52d5\u529f\u80fd\u7684\u97ff\u61c9\u5f0f\u6298\u7dda\u5716\u300d<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u4efb\u52d9 3\uff1a\u300c\u70ba\u5716\u8868\u52a0\u5165\u81ea\u8a02\u8a3b\u89e3\u8207\u6a23\u5f0f\u300d<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u5f15\u5c0e\u5f0f\u6311\u6230\u5be6\u9a57\u5ba4\uff1a\u300c\u8cc7\u6599\u6574\u7406\u6311\u6230\uff1a\u4f7f\u7528 Pandas \u6e05\u7406\u4e26\u5206\u6790\u771f\u5be6\u4e16\u754c\u7684\u8cc7\u6599\u96c6\u300d<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u4efb\u52d9 1\uff1a\u300c\u8f09\u5165\u4e26\u6aa2\u67e5\u96dc\u4e82\u7684\u8cc7\u6599\u96c6\u300d<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u4efb\u52d9 2\uff1a\u300c\u8655\u7406\u7f3a\u5931\u503c\u8207\u7570\u5e38\u503c\u300d<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u4efb\u52d9 3\uff1a\u300c\u6309\u985e\u5225\u5efa\u7acb\u5f59\u7e3d\u7d71\u8a08\u8cc7\u6599\u300d<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u751f\u6210\u5f0f AI<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u8ddf\u8457\u505a\u5be6\u9a57\u5ba4\uff1a\u300c\u7cbe\u901a\u63d0\u793a\u5de5\u7a0b\uff1a\u64b0\u5beb\u6709\u6548\u7684 GPT \u63d0\u793a\uff0c\u7372\u5f97\u7cbe\u6e96\u8f38\u51fa\u300d<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u4efb\u52d9 1\uff1a\u300c\u5efa\u7acb\u6587\u5b57\u751f\u6210\u7684\u57fa\u790e\u63d0\u793a\u300d<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u4efb\u52d9 2\uff1a\u300c\u904b\u7528\u9650\u5236\u6280\u5de7\u7e2e\u5c0f\u56de\u61c9\u7bc4\u570d\u300d<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u4efb\u52d9 3\uff1a\u300c\u91dd\u5c0d\u8907\u96dc\u7684\u4efb\u52d9\u5be6\u884c\u601d\u8def\u93c8\u63d0\u793a\u300d<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u5f15\u5c0e\u5f0f\u6311\u6230\u5be6\u9a57\u5ba4\uff1a\u300c\u6253\u9020\u4f60\u7684 AI Assistant\uff1a\u57f7\u884c\u5c08\u9580\u4efb\u52d9\u7684\u5fae\u8abf\u6a21\u578b\u300d<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u4efb\u52d9 1\uff1a\u300c\u6e96\u5099\u4f60\u7684\u8a13\u7df4\u8cc7\u6599\u96c6\u300d<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u4efb\u52d9 2\uff1a\u300c\u8a2d\u5b9a\u4e26\u555f\u52d5\u5fae\u8abf\u6d41\u7a0b\u300d<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u4efb\u52d9 3\uff1a\u300c\u6e2c\u8a66\u4e26\u8a55\u4f30\u4f60\u7684\u5c08\u7528\u6a21\u578b\u300d<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">AWS<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u8ddf\u8457\u505a\u5be6\u9a57\u5ba4\uff1a\u300c\u555f\u52d5\u4f60\u7684\u7b2c\u4e00\u500b\u96f2\u7aef\u4f3a\u670d\u5668\uff1a\u52d5\u624b\u505a EC2 \u57f7\u884c\u500b\u9ad4\u8a2d\u5b9a\u300d<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u4efb\u52d9 1\uff1a\u300c\u5efa\u7acb\u5b89\u5168\u91d1\u9470\u5c0d\u4ee5\u5b58\u53d6\u4f3a\u670d\u5668\u300d<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u4efb\u52d9 2\uff1a\u300c\u555f\u52d5\u4e26\u8a2d\u5b9a\u4f60\u7684 EC2 \u57f7\u884c\u500b\u9ad4\u300d<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u4efb\u52d9 3\uff1a\u300c\u900f\u904e SSH \u9023\u63a5\u81f3\u4f60\u7684\u57f7\u884c\u500b\u9ad4\u300d<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u5f15\u5c0e\u5f0f\u6311\u6230\u5be6\u9a57\u5ba4\uff1a\u300c\u7121\u4f3a\u670d\u5668 API \u6311\u6230\uff1a\u4f7f\u7528 Lambda \u8207 API Gateway \u5efa\u7acb\u7aef\u5230\u7aef\u89e3\u6c7a\u65b9\u6848\u300d<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u4efb\u52d9 1\uff1a\u300c\u5efa\u7acb\u7528\u65bc\u8cc7\u6599\u8655\u7406\u7684 Lambda \u51fd\u6578\u300d<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u4efb\u52d9 2\uff1a\u300c\u8a2d\u5b9a API Gateway \u7aef\u9ede\u300d<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u4efb\u52d9 3\uff1a\u300c\u4f7f\u7528\u7bc4\u4f8b\u8acb\u6c42\u6e2c\u8a66\u4f60\u7684\u7121\u4f3a\u670d\u5668 API\u300d<\/span><\/li>\n<\/ul>\n<h6><i><span style=\"font-weight: 400;\">\u8f38\u5165\u4efb\u52d9\u6642\u9593\u6233\u8a18\uff1a<\/span><\/i><\/h6>\n<p><span style=\"font-weight: 400;\">\u6307\u5b9a\u6bcf\u500b\u4efb\u52d9\u5728\u5be6\u9a57\u5ba4\u5f71\u7247\u4e2d\u958b\u59cb\u7684\u78ba\u5207\u6642\u9593 (\u4ee5\u79d2\u70ba\u55ae\u4f4d)\uff1b\u9019\u4e9b\u6642\u9593\u6233\u8a18\u5c07\u6703\u5728\u5f71\u7247\u64ad\u653e\u5668\u4e0a\u986f\u793a\u70ba\u53ef\u9ede\u64ca\u7684\u6a19\u8a18\uff0c\u5e6b\u52a9\u5b78\u7fd2\u8005\u5feb\u901f\u8df3\u8f49\u5230\u76f8\u95dc\u4efb\u52d9\u3002<\/span><\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-7.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-35439\" src=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-7-1024x685.png\" alt=\"\" width=\"600\" height=\"401\" srcset=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-7-1024x685.png 1024w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-7-300x201.png 300w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-7-768x513.png 768w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-7.png 1222w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/a><\/p>\n<div class=\"section-break\"><\/div>\n<h6><i><span style=\"font-weight: 400;\">\u63d0\u4f9b\u89e3\u6c7a\u65b9\u6848\uff1a<\/span><\/i><\/h6>\n<p><span style=\"font-weight: 400;\">\u5728\u9069\u7528\u7684\u60c5\u6cc1\u4e0b\uff0c\u70ba\u6bcf\u500b\u4efb\u52d9\u65b0\u589e\u300c\u53c3\u8003\u7a0b\u5f0f\u78bc\u300d\u3002\u53c3\u8003\u7a0b\u5f0f\u78bc\u63d0\u4f9b\u7a0b\u5f0f\u78bc\u622a\u5716\uff0c\u8b93\u5b78\u7fd2\u8005\u53ef\u4ee5\u8907\u88fd\u4e26\u8cbc\u5230\u5de5\u4f5c\u7a7a\u9593\u4e2d\u4f7f\u7528\u3002\u5b83\u5011\u4e3b\u8981\u7528\u65bc\u8b93\u5b78\u7fd2\u8005\u6aa2\u67e5\u81ea\u5df1\u7684\u4f5c\u696d\u662f\u5426\u6b63\u78ba\u3002\u4f7f\u7528\u60c5\u5883\u53ef\u80fd\u5305\u62ec\uff1a<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u7576\u5b78\u7fd2\u8005\u9047\u5230\u56f0\u96e3\u6642\uff0c\u7528\u4f86\u67e5\u770b\u89e3\u6c7a\u65b9\u6848<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u7576\u5b78\u7fd2\u8005\u4e0d\u78ba\u5b9a\u65b9\u6cd5\u662f\u5426\u6b63\u78ba\u6642\uff0c\u7528\u4f86\u9a57\u8b49\u81ea\u5df1\u7684\u505a\u6cd5<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u5b8c\u6210\u81ea\u5df1\u7684\u89e3\u7b54\u5f8c\uff0c\u7528\u4f86\u6bd4\u8f03\u4e0d\u540c\u7684\u65b9\u6cd5<\/span><\/li>\n<\/ul>\n<p style=\"text-align: center;\"><a href=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-8.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-35453\" src=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-8-1024x685.png\" alt=\"\" width=\"600\" height=\"401\" srcset=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-8-1024x685.png 1024w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-8-300x201.png 300w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-8-768x513.png 768w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-8.png 1222w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/a><\/p>\n<p><span style=\"font-weight: 400;\">\u2705<\/span><b>\u6700\u4f73\u5be6\u52d9\uff1a<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u7a0b\u5f0f\u78bc\u7d44\u7e54\u8207\u6587\u4ef6<\/span>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u52a0\u5165\u8a73\u7d30\u8a3b\u89e3\uff0c\u8aaa\u660e\u9078\u64c7\u505a\u6cd5\u7684\u80cc\u5f8c\u539f\u56e0<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u65b0\u589e README \u6a94\u6848\uff0c\u6982\u8ff0\u89e3\u6c7a\u65b9\u6848\u7684\u65b9\u6cd5<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u8a18\u9304\u6240\u505a\u7684\u5047\u8a2d\u4ee5\u53ca\u8003\u616e\u904e\u7684\u66ff\u4ee3\u65b9\u6848<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u4f7f\u7528\u4e00\u81f4\u7684\u547d\u540d\u898f\u5247\u8207\u7a0b\u5f0f\u78bc\u7d50\u69cb<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u7d50\u69cb\u826f\u597d\u7684\u7a0b\u5f0f\u78bc<\/span>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u5c07\u89e3\u7b54\u7a0b\u5f0f\u78bc\u6574\u7406\u70ba\u908f\u8f2f\u6e05\u6670\u7684\u5340\u6bb5\u6216\u6a21\u7d44<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u9075\u5faa\u696d\u754c\u7d44\u7e54\u7a0b\u5f0f\u78bc\u7684\u6700\u4f73\u505a\u6cd5<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u5305\u542b\u9069\u7576\u7684\u932f\u8aa4\u8655\u7406<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u5c55\u793a\u4e7e\u6de8\u4e14\u6613\u65bc\u7dad\u8b77\u7684\u7a0b\u5f0f\u8a2d\u8a08<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u78ba\u4fdd\u53c3\u8003\u6a94\u6848\u4e0d\u5305\u542b\u4e0d\u5fc5\u8981\u7684\u7cfb\u7d71\u6a94\u6848 (\u4f8b\u5982\uff1a__MACOSX\u3001.DS_Store)<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u5c07\u53c3\u8003\u6a94\u6848\u653e\u5728\u6700\u4e0a\u5c64\uff0c\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u8cc7\u6599\u593e\u5de2\u72c0\u7d50\u69cb<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u5c0d\u65bc Jupyter \u5be6\u9a57\u5ba4\u8acb\u5f9e\u8a18\u4e8b\u672c\u64f7\u53d6\u4e26\u4e0a\u50b3 HTML \u6a94\u6848\u4f5c\u70ba\u53c3\u8003\u7a0b\u5f0f\u78bc<\/span><\/li>\n<\/ul>\n<h6><i><span style=\"font-weight: 400;\">\u65b0\u589e\u4efb\u52d9\u8cc7\u6e90\uff1a<\/span><\/i><\/h6>\n<p><span style=\"font-weight: 400;\">\u63d0\u4f9b\u5b78\u7fd2\u8005\u5728\u9032\u884c\u4efb\u52d9\u6642\u9700\u8981\u4f7f\u7528\u6216\u53c3\u8003\u7684\u7d20\u6750\u3002\u7d20\u6750\u662f\u5b78\u7fd2\u8005\u5728\u9032\u884c\u4efb\u52d9\u6642\u53ef\u80fd\u9700\u8981\u4f7f\u7528\u7684\u8cc7\u6e90\u3002\u7bc4\u4f8b\u5305\u62ec\uff1a <\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u8cc7\u6599\u5eab\u6a94\u6848<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u5b78\u7fd2\u8005\u8a2d\u8a08\u7684\u7db2\u9801\u4e0a\u61c9\u4f7f\u7528\u7684\u5716\u7247<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u5de5\u4f5c\u904e\u7a0b\u4e2d\u53ef\u53c3\u8003\u7684\u6a21\u578b\u6216\u7bc4\u672c<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u5b78\u7fd2\u8005\u53ef\u80fd\u9700\u8981\u4e0a\u50b3\u7684 JSON\/YAML \u6a94\u6848<\/span><\/li>\n<\/ul>\n<p style=\"text-align: center;\"><a href=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-9.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-35467\" src=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-9-1024x685.png\" alt=\"\" width=\"600\" height=\"401\" srcset=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-9-1024x685.png 1024w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-9-300x201.png 300w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-9-768x513.png 768w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-9.png 1222w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/a><\/p>\n<div class=\"section-break\"><\/div>\n<h4><span style=\"font-weight: 400;\">\u767c\u4f48\u60a8\u7684\u8ab2\u7a0b\u5167\u5be6\u9a57\u5ba4<\/span><\/h4>\n<p><span style=\"font-weight: 400;\">\u5b8c\u6210\u60a8\u7684\u8ab2\u7a0b\u5167\u5be6\u9a57\u5ba4\uff0c\u4e26\u70ba\u5b78\u7fd2\u8005\u63d0\u4f9b\u76f8\u95dc\u80cc\u666f\u8cc7\u8a0a\uff1a<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u8f38\u5165\u5be6\u9a57\u5ba4\u7684\u9810\u4f30\u6642\u9577<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u6a19\u8a3b\u76f8\u95dc\u4e3b\u984c\u6a19\u7c64<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">\u9ede\u64ca\u300c\u767c\u4f48\u300d\u4ee5\u5b8c\u6210\u5be6\u9a57\u5ba4\u7684\u8a2d\u5b9a<\/span><\/li>\n<\/ol>\n<p>\u6ce8\u610f\uff1a\u60a8\u4e5f\u9700\u8981\u767c\u4f48\u8ab2\u7a0b\u5167\u5be6\u9a57\u5ba4\u8b1b\u5ea7\uff0c\u5b78\u7fd2\u8005\u624d\u80fd\u5b58\u53d6\u6b64\u8ab2\u7a0b\u5167\u5be6\u9a57\u5ba4\u3002<\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-10.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-35481\" src=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-10-1024x432.png\" alt=\"\" width=\"600\" height=\"253\" srcset=\"https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-10-1024x432.png 1024w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-10-300x127.png 300w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-10-768x324.png 768w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-10-1536x648.png 1536w, https:\/\/teach.udemy.com\/wp-content\/uploads\/2025\/06\/Labs-10.png 1539w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/a><\/p>\n<h1><strong>\u958b\u59cb\u6253\u9020\u5177\u5438\u5f15\u529b\u7684\u8ab2\u7a0b\u5167\u5be6\u9a57\u5ba4<\/strong><\/h1>\n<p><span style=\"font-weight: 400;\">\u8ab2\u7a0b\u5167\u5be6\u9a57\u5ba4\u70ba\u5b78\u7fd2\u8005\u63d0\u4f9b\u4e86\u5728\u771f\u5be6\u74b0\u5883\u4e2d\u7df4\u7fd2\u6280\u8853\u6280\u80fd\u7684\u5bf6\u8cb4\u6a5f\u6703\u3002\u4f9d\u7167\u672c\u6307\u5357\uff0c\u60a8\u53ef\u4ee5\u8a2d\u8a08\u51fa\u6709\u610f\u7fa9\u7684\u5be6\u4f5c\u9ad4\u9a57\uff0c\u5e6b\u52a9\u5b78\u7fd2\u8005\u5efa\u7acb\u81ea\u4fe1\u3001\u57f9\u990a\u89e3\u6c7a\u554f\u984c\u7684\u80fd\u529b\uff0c\u4e26\u63d0\u5347\u8077\u5834\u5c31\u696d\u6e96\u5099\u5ea6\u3002<\/span><\/p>\n<p><span style=\"font-weight: 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