{"id":5110,"date":"2024-04-24T04:28:26","date_gmt":"2024-04-24T04:28:26","guid":{"rendered":"https:\/\/isophal.com\/?p=5110"},"modified":"2024-08-10T02:00:06","modified_gmt":"2024-08-10T02:00:06","slug":"%e1%9e%8f%e1%9e%be%e1%9e%a2%e1%9f%92%e1%9e%9c%e1%9e%b8%e1%9e%91%e1%9f%85%e1%9e%87%e1%9e%b6%e1%9e%97%e1%9e%b6%e1%9e%9f%e1%9e%b6-python-%e1%9e%8f%e1%9e%be%e1%9e%82%e1%9f%81%e1%9e%94%e1%9f%92%e1%9e%9a","status":"publish","type":"post","link":"https:\/\/isophal.com\/news\/2024\/04\/24\/5110.html\/","title":{"rendered":"\u178f\u17be\u17a2\u17d2\u179c\u17b8\u1791\u17c5\u1787\u17b6\u1797\u17b6\u179f\u17b6 Python ? \u178f\u17be\u1782\u17c1\u1794\u17d2\u179a\u17be\u179c\u17b6\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1792\u17d2\u179c\u17be\u17a2\u17b8?"},"content":{"rendered":"\n

\"\u2705\"Python \u1782\u17b8\u1787\u17b6 High level programming language, object oriented, dynamic types, scripting language or interpreted \u178a\u17c2\u179b\u1798\u17b6\u1793\u1793\u17d0\u1799\u1790\u17b6\u1792\u17d2\u179c\u17be\u1780\u17b6\u179a execute \u178a\u17c4\u1799\u1798\u17b7\u1793\u1785\u17b6\u17c6\u1794\u17b6\u1785\u17cb\u1792\u17d2\u179c\u17be\u1780\u17b6\u179a complies \u1793\u17b7\u1784 \u1784\u17b6\u1799\u179f\u17d2\u179a\u17bd\u179f\u179a\u17c0\u1793\u17d4 \u179c\u17b6 support modules \u1793\u17b7\u1784 packages \u178a\u17c2\u179a\u1799\u17be\u1784\u17a2\u17b6\u1785\u1792\u17d2\u179c\u17be\u1780\u17b6\u179a\u1791\u17b6\u1789\u1799\u1780\u1794\u17b6\u1793\u178a\u17c4\u1799\u1798\u17b7\u1793\u1782\u17b7\u178f\u1790\u17d2\u179b\u17c3\u17d4 Python \u178f\u17d2\u179a\u17bc\u179c\u1794\u17b6\u1793\u1782\u17c1 build software \u1792\u17c6\u17d7\u1798\u17bd\u1799\u1785\u17c6\u1793\u17bd\u1793\u178a\u17bc\u1785\u1787\u17b6 EPR system \u178a\u17bc\u1785\u1787\u17b6 Odoo, E-commerce, AI, etc.. \u17d4<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

Python \u1782\u17ba\u178f\u17d2\u179a\u17bc\u179c\u1794\u17b6\u1793\u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb\u178a\u17c4\u1799\u200b hackers \u179f\u17c6\u179a\u17b6\u1794\u17cb web applications\u200b \u1793\u17b7\u1784 websites development \u1793\u17b7\u1784 game development \u200b\u200b\u200b\u1785\u17d2\u179a\u17be\u1793\u1787\u17b6\u1784\u1793\u17c1\u17c7\u1791\u17c5\u1791\u17c0\u178f\u1796\u17d2\u179a\u17c4\u17c7\u1790\u17b6\u179c\u17b6\u1782\u17ba\u1787\u17b6\u1797\u17b6\u179f\u17b6\u179f\u179a\u179f\u17c1\u179a\u1780\u1798\u17d2\u1798\u179c\u17b7\u1792\u17b8\u1791\u17bc\u1791\u17c5\u1795\u1784\u178a\u17c2\u179a\u17d4<\/p>\n\n\n\n

\"\u2705\" \u1799\u17be\u1784\u17a2\u17b6\u1785\u1794\u17d2\u179a\u17be Python \u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1792\u17d2\u179c\u17be software \u1794\u17b6\u1793\u1785\u17d2\u179a\u17be\u1793\u17d6<\/p>\n\n\n\n

\u2022 Desktop Application (Desktop GUIs)<\/p>\n\n\n\n

\u2022 \u200bWeb Development (Flask, Django, etc..)<\/p>\n\n\n\n

\u2022 Scientific and Numeric<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

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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

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\u17e1.\u00a0\u1784\u17b6\u1799\u179f\u17d2\u179a\u17bd\u179b\u179a\u17c0\u1793:<\/strong> Python\u00a0\u1798\u17b6\u1793\u179f\u1789\u17d2\u1789\u17b6\u179f\u17b6\u1798\u1789\u17d2\u1789\u00a0(Syntax)\u00a0\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\u00a0Python\u00a0\u1794\u17b6\u1793\u1799\u17c9\u17b6\u1784\u179b\u17bf\u1793\u178a\u17c2\u179a\u17d4<\/p>\n\n\n\n

\u17e2.\u00a0\u1798\u17b6\u1793\u1780\u1798\u17d2\u1798\u179c\u17b7\u1792\u17b8\u1791\u17bc\u179b\u17c6\u1791\u17bc\u179b\u17b6\u1799:<\/strong> Python\u00a0\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

\u17e3.\u00a0\u179f\u17a0\u1782\u1798\u1793\u17cf\u1792\u17c6:<\/strong> 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

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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

\u17e1.\u00a0\u179c\u17b7\u1791\u17d2\u1799\u17b6\u179f\u17b6\u179f\u17d2\u178f\u17d2\u179a\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799: <\/strong>Python\u00a0\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\u00a0NumPhy pandas\u00a0\u1793\u17b7\u1784\u00a0Matplotlib\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\u00a0Python\u00a0\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

\u17e2.\u00a0\u1780\u17b6\u179a\u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d\u1793\u17cf\u1782\u17c1\u17a0\u1791\u17c6\u1796\u17d0\u179a:<\/strong> Python\u00a0\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\u00a0Django\u00a0\u1793\u17b7\u1784\u00a0Flask\u00a0\u178f\u17d2\u179a\u17bc\u179c\u1794\u17b6\u1793\u1794\u1784\u17d2\u1780\u17be\u178f\u17a1\u17be\u1784\u1793\u17c5\u1780\u17d2\u1793\u17bb\u1784\u00a0Python\u00a0\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\u00a0APls\u00a0\u1793\u17b7\u1784 \u179f\u17c1\u179c\u17b6\u1780\u1798\u17d2\u1798\u17d4<\/p>\n\n\n\n

\u17e3\u200b. \u179f\u17d2\u179c\u17d0\u1799\u1794\u17d2\u179a\u179c\u178f\u17d2\u178f\u17b7\u1780\u1798\u17d2\u1798: Python \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

\u1782\u1798\u17d2\u179a\u17c4\u1784\u17a7\u1791\u17b6\u17a0\u179a\u178e\u17cf<\/strong><\/p>\n\n\n\n

\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 Python\u17d6<\/p>\n\n\n\n

\u17e1.\u00a0\u1780\u17b6\u179a\u179c\u17b7\u1797\u17b6\u1782\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799\u17d6 <\/strong>\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\u00a0Python\u00a0\u178a\u17be\u1798\u17d2\u1794\u17b8\u179c\u17b7\u1797\u17b6\u1782\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799\u1796\u17b8\u00a0CSV excel\u00a0\u179a\u17ba\u00a0database\u17d4<\/p>\n\n\n\n

\u178f\u17b6\u1798\u179a\u1799\u17c8\u1780\u17b6\u179a\u1794\u17d2\u179a\u17be\u1794\u178e\u17d2\u178e\u17b6\u179b\u17d0\u1799 Python \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

\u17e2. Web Scraping\u17d6 <\/strong>\u178f\u17b6\u1798\u179a\u1799\u17c8\u1780\u17b6\u179a\u1794\u17d2\u179a\u17be\u00a0Python\u00a0\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\u00a0E-Commerce\u00a0\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\u00a0Python\u00a0\u178a\u17bc\u1785\u1787\u17b6\u00a0BeautifulSoup\u00a0\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

\u17e3.\u00a0\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 <\/strong>\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\u00a0Python\u00a0\u178a\u17bc\u1785\u1787\u17b6\u00a0scikit-learn\u00a0\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

\u17e4.\u00a0\u179f\u17d2\u179c\u17d0\u1799\u1794\u17d2\u179a\u179c\u178f\u17d2\u178f\u17b7\u1780\u1798\u17d2\u1798\u17d6 <\/strong>\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>\n","protected":false},"excerpt":{"rendered":"

Python \u1782\u17b8\u1787\u17b6 High level programming language, object oriented, dynamic types, scripting language or interpreted \u178a\u17c2\u179b\u1798\u17b6\u1793\u1793\u17d0\u1799\u1790\u17b6\u1792\u17d2\u179c\u17be\u1780\u17b6\u179a execute \u178a\u17c4\u1799\u1798\u17b7\u1793\u1785\u17b6\u17c6\u1794\u17b6\u1785\u17cb\u1792\u17d2\u179c\u17be\u1780\u17b6\u179a complies \u1793\u17b7\u1784 \u1784\u17b6\u1799\u179f\u17d2\u179a\u17bd\u179f\u179a\u17c0\u1793\u17d4<\/p>\n","protected":false},"author":1,"featured_media":5113,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[583,589],"tags":[581,590],"class_list":["post-5110","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-python","tag-ai","tag-python"],"_links":{"self":[{"href":"https:\/\/isophal.com\/news\/wp-json\/wp\/v2\/posts\/5110","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/isophal.com\/news\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/isophal.com\/news\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/isophal.com\/news\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/isophal.com\/news\/wp-json\/wp\/v2\/comments?post=5110"}],"version-history":[{"count":2,"href":"https:\/\/isophal.com\/news\/wp-json\/wp\/v2\/posts\/5110\/revisions"}],"predecessor-version":[{"id":5178,"href":"https:\/\/isophal.com\/news\/wp-json\/wp\/v2\/posts\/5110\/revisions\/5178"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/isophal.com\/news\/wp-json\/wp\/v2\/media\/5113"}],"wp:attachment":[{"href":"https:\/\/isophal.com\/news\/wp-json\/wp\/v2\/media?parent=5110"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/isophal.com\/news\/wp-json\/wp\/v2\/categories?post=5110"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/isophal.com\/news\/wp-json\/wp\/v2\/tags?post=5110"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}