Claude\u63a5\u7ba1\u4eba\u7c7b\u7535\u8111\u7f16\u7a0b\uff0c\u7a0b\u5e8f\u5458\u6cb8\u817e\uff01OpenAI\u53cd\u51fb\uff0c\u667a\u80fd\u4f53\u5927\u6218\u4e00\u89e6\u5373\u53d1<\/p>\n\n\n\n
AI\u63a5\u7ba1\u4eba\u7c7b\u7535\u8111\uff0c\u672a\u6765\u5df2\u6765\uff01Claude\u81ea\u4e3b\u64cd\u63a7\u7535\u8111\uff0c\u4ece\u7f16\u7a0b\u5230\u79d1\u7814\u65e0\u6240\u4e0d\u80fd\uff0c\u4ee3\u8868\u7740\u4e07\u80fdAPI\u3002\u53e6\u4e00\u8fb9\uff0cOpenAI\u5185\u90e8\u52a0\u6025\u7814\u53d1\u591a\u667a\u80fd\u4f53AI\uff0c\u5df2\u7ecf\u6709\u4e86\u96cf\u5f62\u3002<\/p>\n\n\n\n
AI\u50cf\u4eba\u4e00\u6837\u64cd\u4f5c\u7535\u8111\uff0c\u5df2\u7136\u6210\u4e3a\u4e0b\u4e00\u4e2a\u524d\u6cbf\u3002<\/p>\n\n\n\n
\u4e24\u5929\u524d\uff0cAnthropic\u8fdb\u5316\u7248Claude 3.5 Sonnet\u9996\u6b21\u5b9e\u73b0\u81ea\u4e3b\u64cd\u63a7\u7535\u8111\u5c4f\u5e55\u3001\u79fb\u52a8\u5149\u6807\u3001\u5b8c\u6210\u4efb\u52a1\uff0c\u60ca\u8273\u4e86\u6240\u6709\u4eba\u3002<\/p>\n\n\n\n
\u5f53\u65f6\uff0cAnthropic\u5f00\u53d1\u8005\u5173\u7cfb\u8d1f\u8d23\u4eba\u79f0\uff0c\u300c\u300e\u8ba1\u7b97\u673a\u4f7f\u7528\u300f\u662f\u4e07\u80fd\u7684API\uff0c\u5b83\u4ee3\u8868\u7740\u5168\u65b0\u4eba\u673a\u4ea4\u4e92\u8303\u5f0f\u7684\u7b2c\u4e00\u6b65\u300d\u3002<\/p>\n\n\n\n
\u62ff\u5230\u6d4b\u8bd5\u8d44\u683c\u7684\u7f51\u53cb\u4eec\uff0c\u75af\u72c2\u4f53\u9a8c\u4e86\u8fd9\u9879\u300c\u8d85\u80fd\u529b\u300d\u3002<\/p>\n\n\n\n
\u751a\u81f3\uff0c\u5c31\u8fde\u521d\u521b\u516c\u53f8CEO\u5bf9\u6b64\u8d5e\u4e0d\u7edd\u53e3\uff0cAI\u667a\u80fd\u4f53\u5df2\u7ecf\u6765\u4e34\uff0c\u4f60\u73b0\u5728\u53ef\u4ee5\u5efa\u7acbAI\u519b\u961f\u4e3a\u4f60\u5de5\u4f5c\u3002<\/p>\n\n\n\n
\u5728Anthropic\u52a0\u901f\u5e03\u5c40\u667a\u80fd\u4f53\u672a\u6765\u540c\u65f6\uff0cOpenAI\u4f3c\u4e4e\u4e5f\u611f\u53d7\u5230\u4e86\u7d27\u8feb\u611f\u3002\u5916\u5a92\u6700\u65b0\u7206\u6599\u79f0\uff0cOpenAI\u5185\u90e8\u6b63\u5f00\u53d1\u65b0\u54c1\u6765\u81ea\u52a8\u5316\u590d\u6742\u7684\u8f6f\u4ef6\u7f16\u7a0b\u4efb\u52a1\u3002<\/p>\n\n\n\n
\u6070\u5728\u6628\u5929\uff0cOpenAI\u7814\u7a76\u79d1\u5b66\u5bb6\u3001\u5fb7\u6251\u4e4b\u7236\u5728TED\u6d3b\u52a8\u4e2d\u8868\u793a\uff0c\u300c\u81ea\u5df1\u5bf9\u6784\u5efao1\u5931\u53bb\u4fe1\u5fc3\uff0c\u6b63\u5728OpenAI\u7ec4\u5efa\u591a\u667a\u80fd\u4f53\u56e2\u961f\u300d\u3002<\/p>\n\n\n\n
\u8fd9\u610f\u5473\u7740\uff0c\u4e00\u573a\u5168\u65b0\u7684\u7ade\u8d5b\u5373\u5c06\u5f00\u59cb\uff0cAI\u4e0d\u518d\u4ec5\u4ec5\u662f\u5bf9\u8bdd\u751f\u6210\uff0c\u800c\u5e94\u8be5\u53bb\u6267\u884c\u548c\u64cd\u4f5c\u3002<\/p>\n\n\n\n
Claude\u63a5\u7ba1\u4eba\u7c7b\u7535\u8111\uff0c\u79d1\u7814\u6c42\u804c\u7f16\u7801\u4e00\u952e\u901a<\/p>\n\n\n\n
\u90a3\u4e9b\u4e0a\u624bClaude\u8ba1\u7b97\u673a\u4f7f\u7528\u80fd\u529b\u7684\u5f00\u53d1\u8005\u4eec\uff0c\u6839\u672c\u505c\u4e0d\u4e0b\u6765\u521b\u4f5c\u3002<\/p>\n\n\n\n
\u4ece\u590d\u6742\u7684\u7f16\u7801\u4efb\u52a1\u5230\u6df1\u5165\u7814\u7a76\uff0c\u518d\u5230\u6536\u96c6 \u300c\u96f6\u6563\u300d\u7684\u4fe1\u606f\uff0c\u8bb8\u591a\u4ee4\u4eba\u60ca\u53f9\u7684\u5178\u578b\u6848\u4f8b\u8bde\u751f\u4e86\u3002<\/p>\n\n\n\n
\u6bd5\u7adf\u662f\u81ea\u5bb6\u9996\u53d1\u7684\uff0cAnthropic\u5f00\u53d1\u8005\u5173\u7cfb\u8d1f\u8d23\u4ebaAlex Albert\u5148\u4e86\u6253\u4e2a\u6837\u3002<\/p>\n\n\n\n
\u4ed6\u5148\u7528Claude\u8ba1\u7b97\u673a\u548cbash\u5de5\u5177\uff0c\u5728\u7ebf\u4e0b\u8f7d\u4e00\u4e2a\u968f\u673a\u6570\u636e\u96c6\uff0c\u7136\u540e\u5b89\u88c5sklearn\uff0c\u5728\u6570\u636e\u96c6\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u7b80\u5355\u7684\u5206\u7c7b\u5668\u3002<\/p>\n\n\n\n
\u6700\u540e\uff0c\u5728\u7f51\u9875\u4e0a\u5c31\u5f97\u5230\u4e86\u5206\u7c7b\u5668\u7ed3\u679c\u3002<\/p>\n\n\n\n
\u8fd9\u4e9b\u8fc7\u7a0b\uff0c\u4e0d\u52305\u5206\u949f\u7684\u65f6\u95f4\u5c31\u5b8c\u6210\u4e86\u3002<\/p>\n\n\n\n
\uff0c\u65f6\u957f05:22<\/p>\n\n\n\n
\u5176\u4e2d\u7528\u5230\u7684\u63d0\u793a\uff0c\u4ed6\u4e5f\u8d21\u732e\u51fa\u6765\u4e86\uff1a<\/p>\n\n\n\n
Go to https:\/\/data.gov, find an interesting recent dataset, and download it. Install sklearn with bash tool write a .py file to split the data into train and test and make a classifier for it. (you may need to inspect the data and\/or iterate if this goes poorly at first, but don’t get discouraged!). Come up with some way to visualize the results of your classifier in the browser.<\/p>\n\n\n\n
\u4e00\u4f4d\u5f00\u53d1\u8005\u5df2\u7ecf\u5f00\u59cb\u8ba9Claude\u5e2e\u81ea\u5df1\u81ea\u4e3b\u505a\u79d1\u7814\u4e86\u3002<\/p>\n\n\n\n
\u9a8c\u8bc1\u300c\u4f60\u662f\u4e0d\u662f\u4eba\u300d\uff0cClaude\u53ef\u4ee5\u4ee3\u52b3\u4e86\u3002<\/p>\n\n\n\n
\u60f3\u8981Claude\u63a7\u5236\u4f60\u7684\u7535\u8111\uff0c\u53ea\u9700\u8981\uff1a<\/p>\n\n\n\n
pip install open-interpreterinterpreter –os<\/p>\n\n\n\n
\u641c\u7d22YouTube\u89c6\u9891\uff0c\u5e76\u8df3\u8fc7\u5e7f\u544a\u3002<\/p>\n\n\n\n
Claude\u4e00\u987f\u64cd\u4f5c\u731b\u5982\u864e\uff0c\u4ee5\u540e\u89c6\u9891\u5185\u7f6e\u5e7f\u544a\uff0c\u901a\u901a\u4ea4\u7ed9\u5b83\u4e86\u3002<\/p>\n\n\n\n
\u6253\u5de5\u4eba\u6c42\u804c\u7533\u8bf7\u8868\u586b\u5199\uff0cClaude\u4e5f\u80fd\u80dc\u4efb\u3002\u8fd9\u4e0d\uff0c\u4e0b\u9762\u8fd9\u4f4d\u5f00\u53d1\u8005\u5c0f\u54e5\u5df2\u7ecf\u8ba9AI\u81ea\u52a8\u7533\u8bf7Anthropic\u804c\u4f4d\u4e86\u3002<\/p>\n\n\n\n
\u8fdb\u5316\u7248\uff08\u5de6\uff09\u548c\u65e7\u7248\uff08\u53f3\uff09Claude 3.5 Sonnet\u5728\u300c\u6211\u7684\u4e16\u754c\u300d\u4e2d\u6784\u5efa\u7684\u6837\u5b50\uff0c\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u3002<\/p>\n\n\n\n
\u65b0\u5347\u7ea7\u540e\u7684Claude 3.5 Sonnet\u5c06\u5982\u4f55\u5f71\u54cd\u300c\u591a\u667a\u80fd\u4f53\u793e\u4f1a\u300d\u7684\u8fdb\u6b65\uff1f<\/p>\n\n\n\n
\u667a\u80fd\u4f53\u7814\u7a76\u521d\u521b\u516c\u53f8Altera Al\u7ed9\u51fa\u4e86\u7b54\u6848\uff0c\u65b0\u6a21\u578b\u662f\u5bf9\u957f\u65f6\u95f4\u81ea\u4e3b\u6027\u7684\u6700\u5927\u5347\u7ea7\u3002\u6211\u4eec\u768425\u4e2a\u667a\u80fd\u4f53\u5728\u300c\u6211\u7684\u4e16\u754c\u300d\u4e2d\u5408\u4f5c\uff0c\u572820\u5206\u949f\u5185\u6536\u96c6\u4e86\u8d85\u8fc740%\u7684\u4e0d\u540c\u7269\u54c1\u3002<\/p>\n\n\n\n
\u5206\u6790\u5de5\u5177<\/p>\n\n\n\n
\u987a\u4fbf\u63d0\u4e00\u53e5\uff0cClaude\u4eca\u5929\u8fd8\u91cd\u78c5\u63a8\u51fa\u4e86\u53ef\u4ee5\u7f16\u5199\u548c\u8fd0\u884c\u4ee3\u7801\u300c\u5206\u6790\u5de5\u5177\u300d\uff0c\u4e3a1024\u5f00\u53d1\u8005\u4eec\u9001\u4e0a\u5927\u798f\u5229\u3002<\/p>\n\n\n\n
\u76ee\u524d\uff0c\u8fd9\u4e00\u529f\u80fd\u5df2\u5728Claude\u4e2d\u4e0a\u7ebf\u3002<\/p>\n\n\n\n
\u5047\u8bbe\u8ba9Claude\u7ed8\u5236\u9500\u552e\u6e20\u9053\u8fdb\u5c55\u7684\u76f4\u89c2\u56fe\uff0c\u5b83\u80fd\u81ea\u4e3b\u5206\u6790\u6570\u636e\u5199\u4ee3\u7801\uff0c\u5e76\u7ed9\u51fa\u8981\u6c42\u7684\u53ef\u89c6\u5316\u56fe\u3002<\/p>\n\n\n\n
\u7136\u540e\uff0c\u4f60\u53ef\u4ee5\u5728Artifacts\u4e2d\uff0c\u53ef\u4ee5\u8be6\u7ec6\u67e5\u770b\u7ec6\u5206\u9879\u7684\u6570\u636e\u3002<\/p>\n\n\n\n
AI\u667a\u80fd\u4f53\u7ade\u8d5b\u6253\u54cd\uff0cAnthropic\u62a2\u8dd1<\/p>\n\n\n\n
\u867d\u7136\u8ba1\u7b97\u673a\u4f7f\u7528\u5de5\u5177\u5e76\u4e0d\u5b8c\u7f8e\uff0c\u4f46\u5b83\u4ee3\u8868\u4e86Anthropic\u5728AI\u4e2d\u7684\u4e00\u79cd\u613f\u666f\uff1a<\/p>\n\n\n\n
\u8ba9Claude\u50cf\u4eba\u4e00\u6837\uff0c\u770b\u61c2\u5c4f\u5e55\u81ea\u4e3b\u64cd\u4f5c\u73b0\u6709\u8f6f\u4ef6\uff0c\u5b8c\u6210\u5404\u79cd\u590d\u6742\u7684\u4efb\u52a1\u3002<\/p>\n\n\n\n
\u8fd9\u9879\u80fd\u529b\u80cc\u540e\u7684\u5de5\u4f5c\u539f\u7406\u662f\uff1aClaude\u5148\u5bf9\u5c4f\u5e55\u622a\u56fe\uff0c\u786e\u5b9a\u9700\u8981\u91c7\u53d6\u7684\u884c\u52a8\uff0c\u7136\u540e\u6267\u884c\u8fd9\u4e9b\u884c\u884c\u52a8\u3002\u7136\u540e\uff0c\u518d\u6b21\u622a\u56fe\u51b3\u5b9a\u4e0b\u4e00\u6b65\u5e94\u8be5\u505a\u4ec0\u4e48\u3002<\/p>\n\n\n\n
\u7545\u60f3\u4e00\u4e0b\uff0c\u5982\u679c\u667a\u80fd\u4f53\u80fd\u591f\u76f4\u63a5\u67e5\u770b\u5c4f\u5e55\u5185\u5bb9\u800c\u65e0\u9700\u4f9d\u8d56\u8f85\u52a9\u529f\u80fd\uff0c\u6216\u67e5\u770b\u5e95\u5c42\u4ee3\u7801\u7684AI\u8f6f\u4ef6\uff0c\u53ef\u80fd\u4f1a\u5f00\u542f\u5927\u91cf\u65b0\u673a\u9047\u3002<\/p>\n\n\n\n
\u6bd4\u5982\uff0c\u5f53\u4f60\u642d\u5efa\u7f51\u7ad9\u65f6\uff0c\u5982\u679c\u6309\u94ae\u4e2d\u7684\u6587\u5b57\u610f\u5916\u8d85\u51fa\u6309\u94ae\u8fb9\u754c\uff0cAI\u667a\u80fd\u76f4\u63a5\u770b\u5230\u540e\u4fee\u590d\u4e86\u8fd9\u4e2a\u95ee\u9898\uff0c\u5c31\u7701\u53bb\u4e86\u67e5\u770b\u5e95\u5c42\u4ee3\u7801\u5012\u63a8\u6b65\u9aa4\u3002<\/p>\n\n\n\n
\u518d\u4e3e\u4e2a\u6817\u5b50\uff0c\u5f53\u524d\u7f51\u7ad9\u5236\u4f5c\u8005\uff0c\u5df2\u7ecf\u975e\u5e38\u5de7\u5999\u5730\u9690\u85cf\u7f51\u7ad9\u4e0a\u5e7f\u544a\u7684HTML\u4ee3\u7801\u3002<\/p>\n\n\n\n
\u8fd9\u4f7f\u5f97\u57fa\u4e8eAI\u7684\u5e7f\u544a\u62e6\u622a\u8f6f\u4ef6\u66f4\u96be\u5206\u6790\u4ee3\u7801\uff0c\u5e76\u786e\u5b9a\u9700\u8981\u5220\u9664\u4ec0\u4e48\u6765\u53bb\u9664\u5e7f\u544a\u3002<\/p>\n\n\n\n
\u4f46\u662f\uff0c\u80fd\u591f\u76f4\u63a5\u770b\u5230\u5e7f\u544a\u672c\u8eab\u7684\u300c\u8ba1\u7b97\u673a\u4f7f\u7528\u667a\u80fd\u4f53\u300d\u4f1a\u53d1\u73b0\u8fd9\u9879\u4efb\u52a1\u5bb9\u6613\u5f97\u591a\u3002<\/p>\n\n\n\n
\u4e0d\u8fc7\uff0c\u8fd9\u9879\u6280\u672f\u5e26\u6765\u5f0a\u7aef\u9996\u5148\u662f\u300c\u622a\u56fe\u64cd\u4f5c\u300d\u6210\u672c\u592a\u9ad8\uff0c\u800c\u4e14AI\u5f80\u5f80\u4f1a\u5047\u8bbe\u5b83\u7684\u64cd\u4f5c\u5df2\u7ecf\u6210\u529f\u6267\u884c\u3002<\/p>\n\n\n\n
\u300c\u5f53\u5b83\u83b7\u53d6\u65b0\u7684\u622a\u56fe\u65f6\uff0c\u5b83\u5df2\u7ecf\u4e0d\u77e5\u9053\u81ea\u5df1\u5728\u64cd\u4f5c\u6d41\u7a0b\u4e2d\u5904\u4e8e\u54ea\u4e2a\u9636\u6bb5\u4e86\u300d<\/p>\n\n\n\n
\u53e6\u4e00\u65b9\u9762\uff0c\u5c31\u662f\u9690\u79c1\u95ee\u9898\u4e86\u3002<\/p>\n\n\n\n
\u6b64\u524d\uff0c\u5df2\u7ecf\u6709\u516c\u53f8\u7981\u6b62\u5458\u5de5\u4f7f\u7528ChatGPT\u3001GitHub Copilot\u7b49\u7f16\u7a0b\u5de5\u5177\uff0c\u5bb3\u6015\u4e0d\u5c0f\u5fc3\u5411\u6a21\u578b\u5f00\u53d1\u5546\u6cc4\u9732\u4e13\u6709\u4fe1\u606f\u6216\u4ee3\u7801\u3002<\/p>\n\n\n\n
OpenAI\u6025\u4e86\uff0c\u52a0\u7801AI\u5e74\u5e95\u4e0a\u65b0<\/p>\n\n\n\n
\u5728\u52b2\u654cAnthropic\u8fde\u8fde\u53d1\u5e03\u91cd\u538b\u4e0b\uff0cOpenAI\u5176\u5b9e\u65e9\u5df2\u5f00\u542f\u4e86\u65b0\u7684\u5e03\u5c40\u3002<\/p>\n\n\n\n
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