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An Introduction To Python For Quantitative Finance: From Scratch To Productivity

  • 2026-08-18 23:11:17
An Introduction To Python For Quantitative Finance: From Scratch To Productivity
本书专为身处数据科学、机器学习与金融交叉领域的新入门者及资深从业者而撰。它既希望让不具备正式先修知识的读者满怀信心地踏入此门，又力求以足够的深度，使专业人士亦觉开卷有益。全书从Python的温和引介出发，循序渐进地带领读者领略更高级的语言特性，以及理解量化金融核心模型所必需的数学根基。行文之间，始终兼顾概念领悟与实践技能的同步锤炼。内容在现代金融模型背后的数学推演，与数据科学及机器学习中的现实考量之间，取得了审慎而精妙的平衡。每一重要概念，均辅以基于真实金融数据集的案例实战，让读者在贴近实际的流程中积累经验，熟稔数据处理与建模之道。本书内容历经多年教学打磨——作者在伦敦帝国理工学院及泰勒斯（Thalesians）人工智能暑期学校人工智能暑期密集学校中，面对背景各异的学生与业界同仁反复讲授，因而兼具学术的严谨与现实的关切。
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  1. CONNECT:[ UseTime:0.001125s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.001535s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.025275s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.004188s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.001713s ]
  6. SELECT * FROM `set` [ RunTime:0.000762s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.001667s ]
  8. SELECT * FROM `article` WHERE `id` = 506698 LIMIT 1 [ RunTime:0.032896s ]
  9. UPDATE `article` SET `lasttime` = 1787298415 WHERE `id` = 506698 [ RunTime:0.077959s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.013876s ]
  11. SELECT * FROM `article` WHERE `id` < 506698 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.001366s ]
  12. SELECT * FROM `article` WHERE `id` > 506698 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.025828s ]
  13. SELECT * FROM `article` WHERE `id` < 506698 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.056222s ]
  14. SELECT * FROM `article` WHERE `id` < 506698 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.033720s ]
  15. SELECT * FROM `article` WHERE `id` < 506698 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.043276s ]
0.536688s