{"id":4918,"date":"2024-03-01T07:13:34","date_gmt":"2024-03-01T07:13:34","guid":{"rendered":"https:\/\/isophal.com\/?p=4918"},"modified":"2024-08-10T02:06:49","modified_gmt":"2024-08-10T02:06:49","slug":"%e1%9e%a0%e1%9f%81%e1%9e%8f%e1%9e%bb%e1%9e%a2%e1%9f%92%e1%9e%9c%e1%9e%b8%e1%9e%94%e1%9e%b6%e1%9e%93%e1%9e%87%e1%9e%b6%e1%9e%8f%e1%9f%92%e1%9e%9a%e1%9e%bc%e1%9e%9c%e1%9e%9f%e1%9e%b7%e1%9e%80%e1%9f%92-2","status":"publish","type":"post","link":"https:\/\/isophal.com\/news\/2024\/03\/01\/4918.html\/","title":{"rendered":"\u17a0\u17c1\u178f\u17bb\u17a2\u17d2\u179c\u17b8\u1794\u17b6\u1793\u1787\u17b6\u178f\u17d2\u179a\u17bc\u179c\u179f\u17b7\u1780\u17d2\u179f\u17b6\u1798\u17bb\u1781\u179c\u17b7\u1787\u17d2\u1787\u17b6 Python?"},"content":{"rendered":"\n<p>Python\u00a0\u1782\u17ba\u1787\u17b6\u1797\u17b6\u179f\u17b6\u179f\u179a\u179f\u17c1\u179a\u1780\u1798\u17d2\u1798\u179c\u17b7\u1792\u17b8\u178a\u17c2\u179b\u1782\u17c1\u1794\u17d2\u179a\u17be\u1799\u17c9\u17b6\u1784\u1791\u17bc\u179b\u17c6\u1791\u17bc\u179b\u17b6\u1799\u1794\u17c6\u1795\u17bb\u178f\u1798\u17bd\u1799\u1780\u17d2\u1793\u17bb\u1784\u1796\u17b7\u1797\u1796\u179b\u17c4\u1780\u17d4 \u179c\u17b6\u1791\u1791\u17bd\u179b\u1794\u17b6\u1793\u1794\u17d2\u179a\u1787\u17b6\u1794\u17d2\u179a\u17b7\u1799\u1797\u17b6\u1796\u178a\u17c4\u1799\u179f\u17b6\u179a\u178f\u17c2\u1797\u17b6\u1796\u1784\u17b6\u1799\u179f\u17d2\u179a\u17bd\u179b\u1793\u17c3\u1780\u17b6\u179a\u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u1780\u17cb \u1797\u17b6\u1796\u1794\u178f\u17cb\u1794\u17c2\u1793 \u1793\u17b7\u1784\u1798\u17bb\u1781\u1784\u17b6\u179a\u1792\u17c6\u1791\u17bc\u179b\u17b6\u1799 \u1794\u17c9\u17bb\u1793\u17d2\u178f\u17c2\u17a0\u17c1\u178f\u17bb\u17a2\u17d2\u179c\u17b8\u1794\u17b6\u1793\u1787\u17b6\u17a2\u17d2\u1793\u1780\u1782\u17bd\u179a\u179f\u17b7\u1780\u17d2\u179f\u17b6\u00a0Python\u00a0\u17a0\u17be\u1799\u178f\u17be\u179c\u17b6\u17a2\u17b6\u1785\u17a2\u1793\u17bb\u179c\u178f\u17d2\u178f\u1794\u17b6\u1793\u178a\u17c4\u1799\u179a\u1794\u17c0\u1794\u178e\u17b6? \u1793\u17c5\u1780\u17d2\u1793\u17bb\u1784\u1780\u17b6\u179a\u1794\u17d2\u179a\u1780\u17b6\u179f\u00a0Blog\u00a0\u1793\u17c1\u17c7\u1799\u17be\u1784\u1793\u17b9\u1784\u1796\u17b7\u1797\u17b6\u1780\u17d2\u179f\u17b6\u17a2\u17c6\u1796\u17b8\u1798\u17bc\u179b\u17a0\u17c1\u178f\u17bb\u178a\u17c2\u179b\u00a0Python\u00a0\u1782\u17ba\u1787\u17b6\u17a7\u1794\u1780\u179a\u178e\u17cf\u178a\u17cf\u1798\u17b6\u1793\u178f\u1798\u17d2\u179b\u17c3\u1780\u17d2\u1793\u17bb\u1784\u1780\u17b6\u179a\u179f\u17b7\u1780\u17d2\u179f\u17b6 \u1793\u17b7\u1784\u1795\u17d2\u178f\u179b\u17cb\u1793\u17bc\u179c\u17a7\u1791\u17b6\u17a0\u179a\u178e\u17cf\u1794\u17b8\u1793\u17c3\u1782\u1798\u17d2\u179a\u17c4\u1784\u178a\u17c2\u179b\u17a2\u17d2\u1793\u1780\u1785\u17b6\u1794\u17cb\u1795\u17d2\u178f\u17be\u1798\u178a\u17c6\u1794\u17bc\u1784\u17a2\u17b6\u1785\u1794\u1784\u17d2\u1780\u17be\u178f \u178a\u17c4\u1799\u1794\u17d2\u179a\u17be\u00a0Python\u17d4\u200b<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"blob:https:\/\/isophal.com\/222fae95-e29b-4a9d-960f-0c53fad57ca4\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u17a0\u17c1\u178f\u17bb\u17a2\u17d2\u179c\u17b8\u178f\u17d2\u179a\u17bc\u179c\u179f\u17b7\u1780\u17d2\u179f\u17b6&nbsp;Python?&nbsp;Python&nbsp;\u1782\u17ba\u1787\u17b6\u1797\u17b6\u179f\u17b6\u178a\u17c2\u179b\u17a2\u17b6\u1785\u1794\u17d2\u179a\u17be\u1794\u17b6\u1793\u1787\u17b6\u1798\u17bd\u1799\u1780\u1798\u17d2\u1798\u179c\u17b7\u1792\u17b8\u1785\u17d2\u179a\u17be\u1793\u1794\u17d2\u179a\u1797\u17c1\u1791\u17d4 \u1793\u17c1\u17c7\u1782\u17ba\u1787\u17b6\u17c6\u17a0\u17c1\u178f\u17bb\u1795\u179b\u1798\u17bd\u1799\u1785\u17c6\u1793\u17bd\u1793\u178a\u17c2\u179b\u17a2\u17d2\u1793\u1780\u1782\u17bd\u179a\u1796\u17b7\u1785\u17b6\u179a\u178e\u17b6\u179a\u17c0\u1793&nbsp;Python\u17d4\u200b<\/p>\n\n\n\n<p>\u17e1.&nbsp;\u1784\u17b6\u1799\u179f\u17d2\u179a\u17bd\u179b\u179a\u17c0\u1793: Python&nbsp;\u1798\u17b6\u1793\u179f\u1789\u17d2\u1789\u17b6\u179f\u17b6\u1798\u1789\u17d2\u1789&nbsp;(Syntax)&nbsp;\u1793\u17b7\u1784\u178f\u17d2\u179a\u1784\u17cb\u178a\u17c2\u179b\u1792\u17d2\u179c\u17be\u17a2\u17c4\u1799\u179c\u17b6\u1784\u17b6\u1799\u179f\u17d2\u179a\u17bd\u179b\u1780\u17d2\u1793\u17bb\u1784\u1780\u17b6\u179a\u179a\u17c0\u1793\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u17a2\u17d2\u1793\u1780\u1785\u17b6\u1794\u17cb\u1795\u17d2\u178f\u17be\u1798\u178a\u17c6\u1794\u17bc\u1784\u17d4 \u179f\u17bc\u1798\u17d2\u1794\u17b8\u178f\u17c2\u17a2\u17d2\u1793\u1780\u178a\u17c2\u179b\u1798\u17b7\u1793\u1798\u17b6\u1793\u1794\u1791\u1796\u17b7\u179f\u17c4\u1792\u1793\u17cf\u179f\u179a\u179f\u17c1\u179a\u1780\u1798\u17d2\u1798\u179c\u17b7\u1792\u17b8\u1780\u17cf\u17a2\u17b6\u1785\u1785\u17b6\u1794\u17cb\u1799\u1780&nbsp;Python&nbsp;\u1794\u17b6\u1793\u1799\u17c9\u17b6\u1784\u179b\u17bf\u1793\u178a\u17c2\u179a\u17d4<\/p>\n\n\n\n<p>\u17e2.&nbsp;\u1798\u17b6\u1793\u1780\u1798\u17d2\u1798\u179c\u17b7\u1792\u17b8\u1791\u17bc\u179b\u17c6\u1791\u17bc\u179b\u17b6\u1799: Python&nbsp;\u178f\u17d2\u179a\u17bc\u179c\u1794\u17b6\u1793\u1794\u17d2\u179a\u17be\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1794\u1784\u17d2\u1780\u17be\u178f\u1780\u1798\u17d2\u1798\u179c\u17b7\u1792\u17b8\u1780\u17d2\u1793\u17bb\u1784\u179c\u17b7\u179f\u17d0\u1799\u1795\u17d2\u179f\u17c1\u1784\u17d7\u17d4 \u179c\u17b6\u17a2\u17b6\u1785\u178f\u17d2\u179a\u17bc\u179c\u1794\u17b6\u1793\u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17d2\u1793\u17bb\u1784\u1780\u17b6\u179a\u179c\u17b7\u1797\u17b6\u1782\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799 \u1797\u17b6\u1796\u179c\u17c3\u1786\u17d2\u179b\u17b6\u178f\u179f\u1798\u17d2\u1794\u1793\u17b7\u1798\u17b7\u178f\u17d2\u178f \u1780\u17b6\u179a\u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d\u1782\u17c1\u17a0\u1791\u17c6\u1796\u17d0\u179a \u1780\u17b6\u179a\u1782\u178e\u1793\u17b6 \u179c\u17b7\u1791\u17d2\u1799\u17b6\u179f\u17b6\u179f\u17d2\u178f\u17d2\u179a\u1793\u17b7\u1784\u1785\u17d2\u179a\u17be\u1793\u1791\u17c0\u178f\u17d4<\/p>\n\n\n\n<p>\u17e3.\u00a0\u179f\u17a0\u1782\u1798\u1793\u17cf\u1792\u17c6: Python\u00a0\u1798\u17b6\u1793\u179f\u17a0\u1782\u1798\u1793\u17cf\u17a2\u17d2\u1793\u1780\u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d\u1793\u17cf\u178a\u17cf\u1792\u17c6 \u1793\u17b7\u1784 \u179f\u1780\u1798\u17d2\u1798 \u178a\u17c2\u179b\u1792\u17b6\u1793\u17b6\u1794\u17b6\u1793\u1790\u17b6\u200b\u1797\u17b6\u179f\u17b6\u1780\u17c6\u1796\u17bb\u1784\u179c\u17b7\u179c\u178f\u17d2\u178f\u1793\u17b7\u1784\u200b\u1780\u17c2\u179b\u17c6\u17a2\u1787\u17b6\u1794\u1793\u17d2\u178f\u1794\u1793\u17d2\u1791\u17b6\u1794\u17cb\u17d4 \u179f\u17a0\u1782\u1798\u1793\u17cf\u1780\u17cf\u1792\u17d2\u179c\u17be\u17a2\u17c4\u1799\u1798\u17b6\u1793\u1797\u17b6\u1796\u1784\u17b6\u1799\u179f\u17d2\u179a\u17bd\u179b\u1780\u17d2\u1793\u17bb\u1784\u1780\u17b6\u179a\u179f\u17d2\u179c\u17c2\u1784\u179a\u1780\u1780\u17b6\u179a\u1782\u17b6\u17c6\u1791\u17d2\u179a \u1793\u17b7\u1784 \u1792\u1793\u1792\u17b6\u1793\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1782\u1798\u17d2\u179a\u17c4\u1784\u179a\u1794\u179f\u17cb\u17a2\u17d2\u1793\u1780\u17d4<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"blob:https:\/\/isophal.com\/ce55f01e-56e1-4e0b-965d-c8493fdecacf\" alt=\"\"\/><\/figure>\n\n\n\n<p>&nbsp;\u1780\u17b6\u179a\u17a2\u1793\u17bb\u179c\u178f\u17d2\u178f\u1787\u17b6\u1780\u17cb\u179f\u17d2\u178f\u17c2\u1784\u1793\u17c3 Python<\/p>\n\n\n\n<p>Python \u1798\u17b6\u1793\u1780\u1798\u17d2\u1798\u179c\u17b7\u1792\u17b8\u17a2\u1793\u17bb\u179c\u178f\u17d2\u178f\u1787\u17b6\u1785\u17d2\u179a\u17be\u1793\u1780\u17d2\u1793\u17bb\u1784\u179c\u17b7\u179f\u17d0\u1799\u1795\u17d2\u179f\u17c1\u1784\u17d7\u200b \u17a0\u17be\u1799\u1793\u17c1\u17c7\u1782\u17ba\u1787\u17b6\u17a7\u1791\u17b6\u17a0\u179a\u178e\u17cf\u1798\u17bd\u1799\u1785\u17c6\u1793\u17bd\u1793\u17d4<\/p>\n\n\n\n<p>\u17e1.&nbsp;\u179c\u17b7\u1791\u17d2\u1799\u17b6\u179f\u17b6\u179f\u17d2\u178f\u17d2\u179a\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799: Python&nbsp;\u178f\u17d2\u179a\u17bc\u179c\u1794\u17b6\u1793\u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb\u1787\u17b6\u1791\u17bc\u1791\u17c5\u1780\u17d2\u1793\u17bb\u1784\u179c\u17b7\u1791\u17d2\u1799\u17b6\u179f\u17b6\u179f\u17d2\u178f\u17d2\u179a\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799\u178a\u17c4\u1799\u179f\u17b6\u179a\u1794\u178e\u17d2\u178e\u17b6\u179b\u17d0\u1799\u178a\u17cf\u1798\u17b6\u1793\u17a5\u1791\u17d2\u1792\u17b7\u1796\u179b\u179a\u1794\u179f\u17cb\u179c\u17b6\u178a\u17bc\u1785\u1787\u17b6&nbsp;NumPhy pandas&nbsp;\u1793\u17b7\u1784&nbsp;Matplotlib\u17d4 \u1794\u178e\u17d2\u178e\u17b6\u179b\u17d0\u1799\u1791\u17b6\u17c6\u1784\u1793\u17c1\u17c7\u1795\u17d2\u178f\u179b\u17cb\u1793\u17bc\u179c\u17a7\u1794\u1780\u179a\u178e\u17cf\u1787\u17b6\u1785\u17d2\u179a\u17be\u1793\u178a\u17be\u1798\u17d2\u1794\u17b8\u179c\u17b7\u1797\u17b6\u1782 \u1793\u17b7\u1784\u1798\u17be\u179b\u1783\u17be\u1789\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799\u17d4 \u17a2\u17d2\u1793\u1780\u179c\u17b7\u1791\u17d2\u1799\u17b6\u179f\u17b6\u179f\u17d2\u178f\u17d2\u179a\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799\u1794\u17d2\u179a\u17be&nbsp;Python&nbsp;\u178a\u17be\u1798\u17d2\u1794\u17b8\u1794\u1784\u17d2\u1780\u17be\u178f\u1782\u17c6\u179a\u17bc\u179a\u17c0\u1793\u1798\u17c9\u17b6\u179f\u17bb\u17b8\u1793 \u1792\u17d2\u179c\u17be\u1780\u17b6\u179a\u179c\u17b7\u1797\u17b6\u1782\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799 \u1793\u17b7\u1784\u1792\u17d2\u179c\u17be\u1780\u17b6\u179a\u1791\u179f\u17d2\u179f\u1793\u17cf\u1791\u17b6\u1799\u17d4\u200b<\/p>\n\n\n\n<p>\u17e2.&nbsp;\u1780\u17b6\u179a\u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d\u1793\u17cf\u1782\u17c1\u17a0\u1791\u17c6\u1796\u17d0\u179a: Python&nbsp;\u1780\u17cf\u178f\u17d2\u179a\u17bc\u179c\u1794\u17b6\u1793\u1794\u17d2\u179a\u17be\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1794\u1784\u17d2\u1780\u17be\u178f\u1780\u1798\u17d2\u1798\u179c\u17b7\u1792\u17b8\u1782\u17c1\u17a0\u1791\u17c6\u1796\u17d0\u179a\u1795\u1784\u178a\u17c2\u179a\u17d4 \u1782\u17d2\u179a\u17c4\u1784\u1782\u17c1\u17a0\u1791\u17c6\u1796\u17d0\u179a\u178a\u17cf\u1796\u17c1\u1789\u1793\u17b7\u1799\u1798\u178a\u17bc\u1785\u1787\u17b6&nbsp;Django&nbsp;\u1793\u17b7\u1784&nbsp;Flask&nbsp;\u178f\u17d2\u179a\u17bc\u179c\u1794\u17b6\u1793\u1794\u1784\u17d2\u1780\u17be\u178f\u17a1\u17be\u1784\u1793\u17c5\u1780\u17d2\u1793\u17bb\u1784&nbsp;Python&nbsp;\u17a0\u17be\u1799\u1796\u17bd\u1780\u1782\u17c1\u1795\u17d2\u178f\u179b\u17cb\u1793\u17bc\u179c\u179c\u17b7\u1792\u17b8\u1784\u17b6\u1799\u179f\u17d2\u179a\u17bd\u179b\u1780\u17d2\u1793\u1784\u1780\u17b6\u179a\u1794\u1784\u17d2\u1780\u17be\u178f\u1780\u1798\u17d2\u1798\u179c\u17b7\u1792\u17b8\u1782\u17c1\u17a0\u1791\u17c6\u1796\u17d0\u179a&nbsp;APls&nbsp;\u1793\u17b7\u1784 \u179f\u17c1\u179c\u17b6\u1780\u1798\u17d2\u1798\u17d4<\/p>\n\n\n\n<p>\u17e3\u200b.&nbsp;\u179f\u17d2\u179c\u17d0\u1799\u1794\u17d2\u179a\u179c\u178f\u17d2\u178f\u17b7\u1780\u1798\u17d2\u1798: Python&nbsp;\u1782\u17ba\u1787\u17b6\u17a7\u1794\u1780\u179a\u178e\u17cf\u178a\u17cf\u179b\u17d2\u17a2\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1792\u17d2\u179c\u17be\u1780\u17b7\u1785\u17d2\u1785\u1780\u17b6\u179a\u178a\u178a\u17c2\u179b\u17d7\u178a\u17c4\u1799\u179f\u17d2\u179c\u17d0\u1799\u1794\u17d2\u179a\u179c\u178f\u17d2\u178f\u17b7\u17d4 \u179c\u17b6\u17a2\u17b6\u1785\u178f\u17d2\u179a\u17bc\u179c\u1794\u17b6\u1793\u1794\u17d2\u179a\u17be\u178a\u17be\u1798\u17d2\u1794\u17b8\u1792\u17d2\u179c\u17be\u17a2\u17c4\u1799\u1780\u17b7\u1785\u17d2\u1785\u1780\u17b6\u179a\u1798\u17b6\u1793\u179b\u1780\u17d2\u1781\u178e\u17c8\u179f\u17d2\u179c\u17d0\u1799\u1794\u17d2\u179a\u179c\u178f\u17d2\u178f\u17b7\u178a\u17bc\u1785\u1787\u17b6\u1780\u17b6\u179a\u1794\u17d2\u178f\u17bc\u179a\u1788\u17d2\u1798\u17c4\u17c7 \u17af\u1780\u179f\u17b6\u179a \u1793\u17b7\u1784\u179f\u17bc\u1798\u17d2\u1794\u17b8\u178f\u17c2\u1780\u17b6\u179a\u179b\u17bb\u1794\u1782\u17c1\u17a0\u1791\u17c6\u1796\u17d0\u179a\u17d4\u200b<\/p>\n\n\n\n<p>\u1782\u1798\u17d2\u179a\u17c4\u1784\u17a7\u1791\u17b6\u17a0\u179a\u178e\u17cf<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"blob:https:\/\/isophal.com\/feff83ad-d178-4f21-b646-17cce91c9e3f\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u1793\u17c1\u17c7\u1782\u17ba\u1787\u17b6\u17a7\u1791\u17b6\u17a0\u179a\u178e\u17cf\u1794\u17b8\u1793\u17c3\u1782\u1798\u17d2\u179a\u17c4\u1784\u178a\u17c2\u179b\u17a2\u17d2\u1793\u1780\u1785\u17b6\u1794\u17cb\u1795\u17d2\u178f\u17be\u1798\u178a\u17c6\u1794\u17bc\u1784\u17a2\u17b6\u1785\u1794\u1784\u17d2\u1780\u17be\u178f\u178a\u17c4\u1799\u1794\u17d2\u179a\u17be&nbsp;Python\u17d6<\/p>\n\n\n\n<p>\u17e1.&nbsp;\u1780\u17b6\u179a\u179c\u17b7\u1797\u17b6\u1782\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799\u17d6 \u17a2\u17d2\u1793\u1780\u1785\u17b6\u1794\u17cb\u1795\u17d2\u178f\u17be\u1798\u178a\u17c6\u1794\u17bc\u1784\u17a2\u17b6\u1785\u1794\u17d2\u179a\u17be&nbsp;Python&nbsp;\u178a\u17be\u1798\u17d2\u1794\u17b8\u179c\u17b7\u1797\u17b6\u1782\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799\u1796\u17b8&nbsp;CSV excel&nbsp;\u179a\u17ba&nbsp;database\u17d4<\/p>\n\n\n\n<p>\u178f\u17b6\u1798\u179a\u1799\u17c8\u1780\u17b6\u179a\u1794\u17d2\u179a\u17be\u1794\u178e\u17d2\u178e\u17b6\u179b\u17d0\u1799&nbsp;Python&nbsp;\u17a2\u17d2\u1793\u1780\u1785\u17b6\u1794\u17cb\u1795\u17d2\u178f\u17be\u1798\u178a\u17c6\u1794\u17bc\u1784\u1782\u17bd\u179a\u178f\u17c2\u17a2\u17b6\u1785\u179f\u17c6\u17a2\u17b6\u178f\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799 \u1798\u17be\u179b\u1783\u17be\u1789\u179c\u17b6 \u1793\u17b7\u1784\u1794\u1784\u17d2\u1780\u17be\u178f\u1782\u17c6\u179a\u17bc\u179f\u17b7\u1780\u17d2\u179f\u17b6\u1798\u17c9\u17b6\u179f\u17b8\u17bb\u1793\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u179c\u17b7\u1797\u17b6\u1782\u1791\u179f\u17d2\u179f\u1793\u17cf\u1791\u17b6\u1799\u17d4<\/p>\n\n\n\n<p>\u17e2. Web Scraping\u17d6 \u178f\u17b6\u1798\u179a\u1799\u17c8\u1780\u17b6\u179a\u1794\u17d2\u179a\u17be&nbsp;Python&nbsp;\u17a2\u17d2\u1793\u1780\u1798\u17b7\u1793\u1791\u17b6\u1793\u17cb\u1785\u17c1\u17c7\u179f\u17c4\u17c7\u17a2\u17b6\u1785\u179f\u179a\u179f\u17c1\u179a\u179f\u17d2\u1782\u17d2\u179a\u17b8\u1794\u178a\u17be\u1798\u17d2\u1794\u17b8\u1791\u17b6\u1789\u1799\u1780\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799\u1796\u17b8\u1782\u17c1\u17a0\u1791\u17c6\u1796\u17d0\u179a\u17a0\u17b6\u1784\u17a2\u1793\u17a1\u17b6\u1793 \u179a\u17ba\u179c\u17c1\u1791\u17b7\u1780\u17b6\u1794\u17d2\u179a\u1796\u17d0\u1793\u17d2\u1792\u1795\u17d2\u179f\u1796\u17d2\u179c\u1795\u17d2\u179f\u17b6\u1799\u179f\u1784\u17d2\u1782\u1798\u17d4\u200b \u1780\u17b6\u179a\u1792\u17d2\u179c\u17be\u1794\u17c2\u1794\u1793\u17c1\u17c7\u17a2\u17b6\u1785\u1798\u17b6\u1793\u1794\u17d2\u179a\u1799\u17c4\u1787\u1793\u17cf\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb&nbsp;E-Commerce&nbsp;\u178a\u17be\u1798\u17d2\u1794\u17b8\u179f\u17d2\u179a\u17b6\u179c\u1787\u17d2\u179a\u17b6\u179c\u179b\u17be\u1780\u17b6\u179a\u1794\u17d2\u179a\u1780\u17bd\u178f\u1794\u17d2\u179a\u1787\u17c2\u1784\u17d4 \u17a2\u17d2\u1793\u1780\u17a2\u17b6\u1785\u1794\u17d2\u179a\u17be\u1794\u178e\u17d2\u178e\u17b6\u179b\u17d0\u1799&nbsp;Python&nbsp;\u178a\u17bc\u1785\u1787\u17b6&nbsp;BeautifulSoup&nbsp;\u1793\u17b7\u1784 \u179f\u17d2\u1793\u17be\u179a\u179f\u17bb\u17c6\u178a\u17be\u1798\u17d2\u1794\u17b8\u179a\u17bb\u1780\u179a\u1780\u178f\u17b6\u1798\u1782\u17c1\u17a0\u1791\u17c6\u1796\u17d0\u179a\u1794\u17d2\u179a\u1780\u17bd\u178f\u1794\u17d2\u179a\u1787\u17c2\u1784\u1793\u17b7\u1784\u1791\u17b6\u1789\u1799\u1780\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799\u17d4 \u179a\u1780\u17d2\u179f\u17b6\u1791\u17bb\u1780\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799\u1793\u17c5\u1780\u17d2\u1793\u17bb\u1784\u1798\u17bc\u179b\u178a\u17d2\u178b\u17b6\u1793\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799\u1793\u17b7\u1784\u1794\u1784\u17d2\u1780\u17be\u178f\u1795\u17d2\u1791\u17b6\u17c6\u1784\u1782\u17d2\u179a\u1794\u17cb\u1782\u17d2\u179a\u1784\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1796\u17d0\u178f\u17cf\u1798\u17b6\u1793\u1793\u17c1\u17c7 \u178a\u17c2\u179b\u17a2\u17b6\u1785\u178f\u17d2\u179a\u17bc\u179c\u1794\u17b6\u1793\u1794\u17d2\u179a\u17be\u178a\u17be\u1798\u17d2\u1794\u17b8\u1792\u17d2\u179c\u17be\u1794\u1785\u17d2\u1785\u17bb\u1794\u17d2\u1794\u1793\u17d2\u1793\u1797\u17b6\u1796\u178f\u1798\u17d2\u179b\u17c3\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1795\u179b\u17b7\u178f\u1795\u179b\u1793\u17c5\u1780\u17d2\u1793\u17bb\u1784\u17a0\u17b6\u1784\u17a2\u17c1\u17a1\u17b7\u1785\u178f\u17d2\u179a\u17bc\u1793\u17b7\u1780\u179a\u1794\u179f\u17cb\u17a2\u17d2\u1793\u1780\u17d4\u200b<\/p>\n\n\n\n<p>\u17e3.&nbsp;\u1794\u17d2\u179a\u1796\u17d0\u1793\u17d2\u1792\u178e\u17c2\u1793\u17b6\u17c6\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u1795\u17d2\u178f\u179b\u17cb\u1799\u17c4\u1794\u179b\u17cb\u1795\u179b\u17b7\u178f\u1795\u179b\u17d6 \u1794\u1784\u17d2\u1780\u17be\u178f\u1798\u17c9\u17b6\u179f\u17b8\u17bb\u1793\u178e\u17c2\u1793\u17b6\u17c6\u178a\u17c4\u1799\u1795\u17d2\u17a2\u17c2\u1780\u179b\u17be\u1794\u17d2\u179a\u179c\u178f\u17d2\u178f\u17b7\u1780\u17b6\u179a\u1791\u17b7\u1789\u179a\u1794\u179f\u17cb\u17a2\u17d2\u1793\u1780\u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb \u1793\u17b7\u1784 \u17a2\u17b6\u1780\u1794\u17d2\u1794\u1780\u17b7\u179a\u17b7\u1799\u17b6\u178a\u17c4\u1799\u1794\u17d2\u179a\u17be\u1794\u178e\u17d2\u178e\u17b6\u179b\u17d0\u1799\u179f\u17b7\u1780\u17d2\u179f\u17b6\u1798\u17c9\u17b6\u179f\u17bb\u17b8\u1793\u179a\u1794\u179f\u17cb&nbsp;Python&nbsp;\u178a\u17bc\u1785\u1787\u17b6&nbsp;scikit-learn&nbsp;\u1787\u17b6\u178a\u17be\u1798\u17d4 \u1794\u17d2\u179a\u17be\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799\u179a\u1794\u179f\u17cb\u17a2\u17d2\u1793\u1780\u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb\u178a\u17be\u1798\u17d2\u1794\u17b8\u1780\u17c6\u178e\u178f\u17cb\u17a2\u178f\u17d2\u178f\u179f\u1789\u17d2\u1789\u17b6\u178e\u1782\u17c6\u179a\u17bc\u1793\u17b7\u1784\u1795\u17d2\u178f\u179b\u17cb\u1780\u17b6\u179a\u178e\u17c2\u1793\u17b6\u17c6\u1795\u179b\u17b7\u178f\u1795\u179b\u1795\u17d2\u1791\u17b6\u179b\u17cb\u1781\u17d2\u179b\u17bd\u1793\u178a\u179b\u17cb\u17a2\u178f\u17b7\u1790\u17b7\u1787\u1793\u17d4 \u179c\u17b6\u1793\u17b9\u1784\u1787\u17bd\u1799\u1794\u1784\u17d2\u1780\u17be\u1793\u17a2\u178f\u17d2\u179a\u17b6\u1794\u17c6\u1794\u17d2\u179b\u17c2\u1784 \u1793\u17b7\u1784\u1780\u17b6\u179a\u1796\u17c1\u1789\u1785\u17b7\u178f\u17d2\u178f\u179a\u1794\u179f\u17cb\u17a2\u178f\u17b7\u1790\u17b7\u1787\u1793\u17d4<\/p>\n\n\n\n<p>\u17e4.\u00a0\u179f\u17d2\u179c\u17d0\u1799\u1794\u17d2\u179a\u179c\u178f\u17d2\u178f\u17b7\u1780\u1798\u17d2\u1798\u17d6 \u1782\u1798\u17d2\u179a\u17c4\u1784\u178a\u17cf\u179b\u17d2\u17a2\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u17a2\u17d2\u1793\u1780\u1785\u17b6\u1794\u17cb\u1795\u17d2\u178f\u17be\u1798\u178a\u17c6\u1794\u17bc\u1784\u17a2\u17b6\u1785\u1787\u17b6\u1780\u17b6\u179a\u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb\u00a0Python\u00a0\u178a\u17be\u1798\u17d2\u1794\u17b8\u1792\u17d2\u179c\u17be\u179f\u17d2\u179c\u17d0\u1799\u1794\u17d2\u179a\u179c\u178f\u17d2\u178f\u17b7\u1780\u1798\u17d2\u1798\u1780\u17b6\u179a\u1784\u17b6\u179a\u1794\u17d2\u179a\u1785\u17b6\u17c6\u1790\u17d2\u1784\u17c3 \u179a\u17ba\u1780\u17b7\u1785\u17d2\u1785\u1780\u17b6\u179a\u178a\u17c2\u179b\u1791\u17b6\u1780\u17cb\u1791\u1784\u1793\u17b9\u1784\u1780\u17b6\u179a\u1784\u17b6\u179a\u178a\u17c4\u1799\u1780\u17c6\u178e\u178f\u17cb\u1796\u17c1\u179b\u1793\u17b7\u1784\u178a\u17c6\u178e\u17be\u179a\u1780\u17b6\u179a\u00a0Python\u17d4\u00a0Python\u00a0\u17a2\u17b6\u1785\u178f\u17d2\u179a\u17bc\u179c\u1794\u17b6\u1793\u1794\u17d2\u179a\u17be\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u178a\u17c6\u178e\u17be\u179a\u1780\u17b6\u179a\u178a\u17c4\u1799\u179f\u17d2\u179c\u17d0\u1799\u1794\u17d2\u179a\u179c\u178f\u17d2\u178f\u17b7\u1793\u17c3\u1780\u17b6\u179a\u179a\u17c0\u1794\u1785\u17c6\u1780\u17b6\u179a\u1785\u17c6\u179b\u1784 \u1793\u17b7\u1784\u1794\u17d2\u178f\u17bc\u179a\u1788\u17d2\u1798\u17c4\u17c7\u17af\u1780\u179f\u17b6\u179a\u1793\u17c5\u1791\u17bc\u1791\u17b6\u17c6\u1784\u1794\u17d2\u179a\u178a\u17b6\u1794\u17cb\u178a\u17b6\u1780\u17cb\u17af\u1780\u179f\u17b6\u179a\u1787\u17b6\u1785\u17d2\u179a\u17be\u1793\u17d4<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"blob:https:\/\/isophal.com\/9b45423f-7914-4aac-aa0b-368fe37c94af\" alt=\"\"\/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Python\u00a0\u1782\u17ba\u1787\u17b6\u1797\u17b6\u179f\u17b6\u179f\u179a\u179f\u17c1\u179a\u1780\u1798\u17d2\u1798\u179c\u17b7\u1792\u17b8\u178a\u17c2\u179b\u1782\u17c1\u1794\u17d2\u179a\u17be\u1799\u17c9\u17b6\u1784\u1791\u17bc\u179b\u17c6\u1791\u17bc\u179b\u17b6\u1799\u1794\u17c6\u1795\u17bb\u178f\u1798\u17bd\u1799\u1780\u17d2\u1793\u17bb\u1784\u1796\u17b7\u1797\u1796\u179b\u17c4\u1780\u17d4 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