{"id":843508,"date":"2024-07-29T17:15:14","date_gmt":"2024-07-29T09:15:14","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/843508.html"},"modified":"2024-07-29T17:15:17","modified_gmt":"2024-07-29T09:15:17","slug":"%e6%99%ba%e8%83%bd%e7%b3%bb%e7%bb%9f%e5%bc%80%e5%8f%91%e5%b7%a5%e5%85%b7%e6%9c%89%e5%93%aa%e4%ba%9b","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/843508.html","title":{"rendered":"\u667a\u80fd\u7cfb\u7edf\u5f00\u53d1\u5de5\u5177\u6709\u54ea\u4e9b"},"content":{"rendered":"

\"\u667a\u80fd\u7cfb\u7edf\u5f00\u53d1\u5de5\u5177\u6709\u54ea\u4e9b\"<\/p>\n

\u667a\u80fd\u7cfb\u7edf\u5f00\u53d1\u5de5\u5177\u5305\u62ec\uff1a\u7f16\u7a0b\u8bed\u8a00\u5982Python\u3001Java\u3001C#\u3001JavaScript\u3001Swift\u7b49\u3001\u4eba\u5de5\u667a\u80fd<\/a>\u5e93\u5982TensorFlow\u3001Keras\u3001PyTorch\u7b49\u3001\u6570\u636e\u5206\u6790\u5de5\u5177\u5982Pandas\u3001Numpy\u3001Scikit-Learn\u7b49\u3001\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\u5982MySQL\u3001MongoDB\u3001Oracle\u7b49\u3001\u7248\u672c\u63a7\u5236\u7cfb\u7edf\u5982Git\u7b49\u3001\u4e91\u8ba1\u7b97\u5e73\u53f0\u5982AWS\u3001Google Cloud Platform\u7b49\u3001\u673a\u5668\u5b66\u4e60<\/a>\u5e73\u53f0\u5982Google Colab\u3001Kaggle\u7b49\u3001\u6df1\u5ea6\u5b66\u4e60\u786c\u4ef6\u5982NVIDIA GPUs\u7b49\u3002<\/strong> <\/p>\n<\/p>\n

\u5176\u4e2d\uff0c\u7f16\u7a0b\u8bed\u8a00\u662f\u5f00\u53d1\u667a\u80fd\u7cfb\u7edf\u7684\u57fa\u7840\uff0cPython\u662f\u76ee\u524d\u6700\u53d7\u6b22\u8fce\u7684\u4eba\u5de5\u667a\u80fd\u5f00\u53d1\u8bed\u8a00\uff0c\u5b83\u62e5\u6709\u4e30\u5bcc\u7684\u5e93\u548c\u6846\u67b6\uff0c\u8bed\u6cd5\u7b80\u6d01\u660e\u4e86\uff0c\u5b66\u4e60\u6210\u672c\u76f8\u5bf9\u8f83\u4f4e\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u7f16\u7a0b\u8bed\u8a00<\/p>\n<\/p>\n

    \n
  1. \n

    Python: Python\u662f\u76ee\u524d\u6700\u53d7\u6b22\u8fce\u7684\u4eba\u5de5\u667a\u80fd\u5f00\u53d1\u8bed\u8a00\uff0c\u56e0\u4e3a\u5b83\u7684\u8bed\u6cd5\u7b80\u5355\u660e\u4e86\uff0c\u6613\u4e8e\u5b66\u4e60\uff0c\u540c\u65f6\u62e5\u6709\u4e30\u5bcc\u7684\u5e93\uff0c\u5982TensorFlow\u3001Keras\u3001Scikit-learn\u7b49\uff0c\u53ef\u4ee5\u65b9\u4fbf\u5730\u8fdb\u884c\u6570\u636e\u5904\u7406\u548c\u6a21\u578b\u5efa\u7acb\u3002<\/p>\n<\/p>\n<\/li>\n

  2. \n

    Java: Java\u8bed\u8a00\u7684\u8de8\u5e73\u53f0\u6027\u4f7f\u5176\u6210\u4e3a\u5f00\u53d1\u667a\u80fd\u7cfb\u7edf\u7684\u7406\u60f3\u9009\u62e9\uff0c\u5c24\u5176\u662f\u5728\u6784\u5efa\u5927\u578b\u4f01\u4e1a\u7ea7\u5e94\u7528\u65f6\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

    \u4e8c\u3001\u4eba\u5de5\u667a\u80fd\u5e93<\/p>\n<\/p>\n

      \n
    1. \n

      TensorFlow: TensorFlow\u662fGoogle\u5f00\u6e90\u7684\u4e00\u4e2a\u4eba\u5de5\u667a\u80fd\u5e93\uff0c\u5b83\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684API\uff0c\u53ef\u4ee5\u65b9\u4fbf\u7684\u521b\u5efa\u548c\u8bad\u7ec3\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u3002<\/p>\n<\/p>\n<\/li>\n

    2. \n

      Keras: Keras\u662f\u4e00\u6b3e\u9ad8\u7ea7\u795e\u7ecf\u7f51\u7edcAPI\uff0c\u5b83\u80fd\u591f\u4ee5TensorFlow\u3001CNTK\u6216Theano\u4f5c\u4e3a\u540e\u7aef\u8fd0\u884c\u3002Keras\u7684\u4e3b\u8981\u8bbe\u8ba1\u539f\u5219\u662f\u7528\u6237\u53cb\u597d\u3001\u6a21\u5757\u5316\u548c\u53ef\u6269\u5c55\u6027\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

      \u4e09\u3001\u6570\u636e\u5206\u6790\u5de5\u5177<\/p>\n<\/p>\n

        \n
      1. \n

        Pandas: Pandas\u662fPython\u7684\u4e00\u4e2a\u6570\u636e\u5206\u6790\u5e93\uff0c\u63d0\u4f9b\u4e86\u5927\u91cf\u7684\u6570\u636e\u5904\u7406\u529f\u80fd\uff0c\u5982\u6570\u636e\u6e05\u6d17\u3001\u6570\u636e\u8f6c\u6362\u3001\u6570\u636e\u805a\u5408\u7b49\u3002<\/p>\n<\/p>\n<\/li>\n

      2. \n

        Numpy: Numpy\u662fPython\u7684\u4e00\u4e2a\u6570\u503c\u8ba1\u7b97\u5e93\uff0c\u63d0\u4f9b\u4e86\u5927\u91cf\u7684\u6570\u503c\u8ba1\u7b97\u529f\u80fd\uff0c\u5982\u77e9\u9635\u8fd0\u7b97\u3001\u7ebf\u6027\u4ee3\u6570\u3001\u5085\u7acb\u53f6\u53d8\u6362\u7b49\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

        \u56db\u3001\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf<\/p>\n<\/p>\n

          \n
        1. \n

          MySQL: MySQL\u662f\u4e00\u4e2a\u5173\u7cfb\u578b\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\uff0c\u5b83\u53ef\u4ee5\u7528\u6765\u5b58\u50a8\u548c\u7ba1\u7406\u5927\u91cf\u7684\u6570\u636e\uff0c\u975e\u5e38\u9002\u5408\u7528\u4e8e\u5927\u6570\u636e\u548c\u4eba\u5de5\u667a\u80fd\u9879\u76ee\u3002<\/p>\n<\/p>\n<\/li>\n

        2. \n

          MongoDB: MongoDB\u662f\u4e00\u4e2a\u975e\u5173\u7cfb\u578b\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\uff0c\u5b83\u7684\u6570\u636e\u7ed3\u6784\u53ef\u4ee5\u53d8\u5316\uff0c\u975e\u5e38\u9002\u5408\u7528\u4e8e\u5b58\u50a8\u975e\u7ed3\u6784\u5316\u6570\u636e\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n

          \u4e94\u3001\u7248\u672c\u63a7\u5236\u7cfb\u7edf<\/p>\n<\/p>\n

            \n
          1. Git: Git\u662f\u4e00\u4e2a\u5206\u5e03\u5f0f\u7248\u672c\u63a7\u5236\u7cfb\u7edf\uff0c\u5b83\u53ef\u4ee5\u7528\u6765\u8ddf\u8e2a\u548c\u8bb0\u5f55\u4ee3\u7801\u7684\u53d8\u5316\uff0c\u975e\u5e38\u9002\u5408\u7528\u4e8e\u56e2\u961f\u534f\u4f5c\u5f00\u53d1\u9879\u76ee\u3002<\/li>\n<\/ol>\n

            \u516d\u3001\u4e91\u8ba1\u7b97\u5e73\u53f0<\/p>\n<\/p>\n

              \n
            1. AWS: AWS\u662fAmazon\u63d0\u4f9b\u7684\u4e91\u8ba1\u7b97\u670d\u52a1\uff0c\u5b83\u63d0\u4f9b\u4e86\u5927\u91cf\u7684\u4e91\u670d\u52a1\uff0c\u5982\u8ba1\u7b97\u3001\u5b58\u50a8\u3001\u6570\u636e\u5e93\u3001\u673a\u5668\u5b66\u4e60\u7b49\uff0c\u53ef\u4ee5\u65b9\u4fbf\u7684\u90e8\u7f72\u548c\u8fd0\u884c\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u3002<\/li>\n<\/ol>\n

              \u4e03\u3001\u673a\u5668\u5b66\u4e60\u5e73\u53f0<\/p>\n<\/p>\n

                \n
              1. Google Colab: Google Colab\u662fGoogle\u63d0\u4f9b\u7684\u4e00\u4e2a\u4e91\u7aef\u673a\u5668\u5b66\u4e60\u5e73\u53f0\uff0c\u5b83\u63d0\u4f9b\u4e86\u514d\u8d39\u7684GPU\u8d44\u6e90\uff0c\u53ef\u4ee5\u65b9\u4fbf\u7684\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3\u548c\u6d4b\u8bd5\u3002<\/li>\n<\/ol>\n

                \u516b\u3001\u6df1\u5ea6\u5b66\u4e60\u786c\u4ef6<\/p>\n<\/p>\n

                  \n
                1. NVIDIA GPUs: NVIDIA\u7684GPU\u662f\u6df1\u5ea6\u5b66\u4e60\u7684\u4e3b\u8981\u786c\u4ef6\u5e73\u53f0\uff0c\u5b83\u63d0\u4f9b\u4e86\u5927\u91cf\u7684\u5e76\u884c\u5904\u7406\u80fd\u529b\uff0c\u53ef\u4ee5\u5927\u5927\u52a0\u901f\u6df1\u5ea6\u5b66\u4e60\u7684\u8bad\u7ec3\u548c\u63a8\u7406\u8fc7\u7a0b\u3002<\/li>\n<\/ol>\n

                  \u4ee5\u4e0a\u5c31\u662f\u4e00\u4e9b\u5e38\u7528\u7684\u667a\u80fd\u7cfb\u7edf\u5f00\u53d1\u5de5\u5177\uff0c\u9009\u62e9\u9002\u5408\u7684\u5de5\u5177\u53ef\u4ee5\u5927\u5927\u63d0\u9ad8\u5f00\u53d1\u6548\u7387\u3002<\/p>\n<\/p>\n

                  \u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n

                  1. \u4ec0\u4e48\u662f\u667a\u80fd\u7cfb\u7edf\u5f00\u53d1\u5de5\u5177\uff1f<\/strong><\/p>\n

                  \u667a\u80fd\u7cfb\u7edf\u5f00\u53d1\u5de5\u5177\u662f\u6307\u7528\u4e8e\u5f00\u53d1\u3001\u8bbe\u8ba1\u548c\u6784\u5efa\u667a\u80fd\u7cfb\u7edf\u7684\u8f6f\u4ef6\u548c\u5de5\u5177\u96c6\u5408\u3002\u5b83\u4eec\u63d0\u4f9b\u4e86\u5404\u79cd\u529f\u80fd\u548c\u529f\u80fd\u6a21\u5757\uff0c\u5e2e\u52a9\u5f00\u53d1\u4eba\u5458\u5feb\u901f\u6784\u5efa\u667a\u80fd\u7cfb\u7edf\u3002<\/p>\n

                  2. \u5e38\u7528\u7684\u667a\u80fd\u7cfb\u7edf\u5f00\u53d1\u5de5\u5177\u6709\u54ea\u4e9b\uff1f<\/strong><\/p>\n

                  \u5e38\u7528\u7684\u667a\u80fd\u7cfb\u7edf\u5f00\u53d1\u5de5\u5177\u5305\u62ec\u4f46\u4e0d\u9650\u4e8e\uff1aTensorFlow\u3001PyTorch\u3001Keras\u3001Caffe\u3001Theano\u7b49\u3002\u5b83\u4eec\u90fd\u662f\u6d41\u884c\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\uff0c\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684API\u548c\u5de5\u5177\uff0c\u65b9\u4fbf\u5f00\u53d1\u4eba\u5458\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3\u548c\u90e8\u7f72\u3002<\/p>\n

                  3. \u5982\u4f55\u9009\u62e9\u9002\u5408\u81ea\u5df1\u7684\u667a\u80fd\u7cfb\u7edf\u5f00\u53d1\u5de5\u5177\uff1f<\/strong><\/p>\n

                  \u9009\u62e9\u9002\u5408\u81ea\u5df1\u7684\u667a\u80fd\u7cfb\u7edf\u5f00\u53d1\u5de5\u5177\u9700\u8981\u8003\u8651\u591a\u4e2a\u56e0\u7d20\u3002\u9996\u5148\uff0c\u9700\u8981\u8003\u8651\u81ea\u5df1\u7684\u6280\u672f\u6c34\u5e73\u548c\u7ecf\u9a8c\uff0c\u9009\u62e9\u4e00\u4e2a\u6613\u4e8e\u5b66\u4e60\u548c\u4f7f\u7528\u7684\u5de5\u5177\u3002\u5176\u6b21\uff0c\u9700\u8981\u8003\u8651\u5de5\u5177\u7684\u529f\u80fd\u548c\u6027\u80fd\uff0c\u4ee5\u53ca\u5176\u5728\u793e\u533a\u4e2d\u7684\u652f\u6301\u548c\u66f4\u65b0\u9891\u7387\u3002\u6700\u540e\uff0c\u8fd8\u9700\u8981\u8003\u8651\u5de5\u5177\u7684\u53ef\u6269\u5c55\u6027\u548c\u517c\u5bb9\u6027\uff0c\u4ee5\u4fbf\u4e0e\u5176\u4ed6\u5de5\u5177\u548c\u5e73\u53f0\u8fdb\u884c\u96c6\u6210\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u667a\u80fd\u7cfb\u7edf\u5f00\u53d1\u5de5\u5177\u5305\u62ec\uff1a\u7f16\u7a0b\u8bed\u8a00\u5982Python\u3001Java\u3001C#\u3001JavaScript\u3001Swift\u7b49\u3001\u4eba\u5de5\u667a\u80fd\u5e93\u5982 […]","protected":false},"author":3,"featured_media":843511,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/843508"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=843508"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/843508\/revisions"}],"predecessor-version":[{"id":843512,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/843508\/revisions\/843512"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/843511"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=843508"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=843508"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=843508"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}