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狗熊会在线实习 | Python量化交易:机器学习与大模型驱动的金融交易策略

  • 2026-04-16 12:02:55
狗熊会在线实习 | Python量化交易:机器学习与大模型驱动的金融交易策略

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时间安排

✔  报名时间:即日起至2026年4月11日23:00

✔  项目持续时间:2026年4月13日~5月15日(五一期间休假)

项目介绍

✔  量化交易(Quantitative Trading)是当前金融市场中最为流行的投资方式之一。它以数据、模型和计算机技术为基础,相较于传统的投资方式,能够更加快速、全面、系统地发现交易市场中可供盈利的“大概率”事件

✔  本项目按照量化交易的工作流程展开,涵盖从数据准备、建立模型、生成策略、模拟交易等主要工作环节。其中策略生成环节主要应用逻辑回归、随机森林、SVM、KNN等机器学习模型。在各个环节的工作中,引入大模型工具辅助提升工作效率和效果

✔  项目为期四周,每周为一个单元,包含一节直播课并要求营员完成两个任务。提供建模所需的数据、代码文档等相关资料

✔  适用对象:(1)希望初步了解量化交易完整工作流程的营员;(2)掌握Python语言基础操作,能够熟练使用office办公软件;(3)项目期间平均每天可以保证1-2小时的工作时间

你的收获

✔  了解量化交易的完整工作流程:

  • 掌握量化交易的基本知识、常用数据的获取和加工、构造和展示交易中常用的数据指标

  • 了解常见的量化交易策略设计方法,基于数据和模型生成策略,通过模拟交易探索和改进策略效果

  • 了解如何利用大模型工具提升量化交易相关工作的效率

✔  获得一份能力证明:狗熊会为按要求完成全部TASK的营员提供实习证明;优秀营员有机会获得知名企业的工作机会,简历直推高管

✔  积累更多实战经验和影响力:狗熊会精品案例组、企业合作研究项目组优先招募优秀营员;营员优秀作品经过审核后可发表在狗熊会公众号,扩大营员的知名度和影响力

任务清单

✔ 单元1:量化交易基础搭建

● TASK1:量化交易初体验:从零搭建数据引擎

● TASK2:数据炼金术:数据诊断与构造交易指标

✔ 单元2:量化交易策略探索

● TASK3:策略首秀:用均线交叉反应市场波动

● TASK4:复刻传奇:海龟交易法则实战演练

✔ 单元3:量化交易智能进阶

● TASK5:AI 交易引擎——机器学习算法与场景应用

● TASK6:智能决策者——用机器学习定制专属策略

✔ 单元4:量化交易实战与总结

● TASK7:实战推演:策略实盘部署与交易实战

● TASK8:成果展示:专业报告撰写与策略路演

项目说明

✔  项目全程采取线上远程形式进行,项目包含若干个TASK。每个TASK周期都包含如下环节:(1)导师发布任务要求和参考资料;(2)营员自学参考资料,如果有自己无法解决的问题,向老师和助教求助;(3)营员完成任务后,导师反馈评分+评语,对重点难点和多发问题做集中总结

✔  项目依托课堂派项目微信群:营员在课堂派完成查收任务和参考资料、提交报告、接收导师反馈、听直播总结课等环节;通过微信群与导师、助教互动

课堂派:查收任务和参考资料,提交任务,接收反馈

费用与报名

✔  费用:1500元/人

  • 可按实际支付金额开具发票,名目“实习服务费”,在退款期结束后统一征集开票信息

✔  售后服务-7天无理由退款:

  • 售后退款条款:本项目接受“7天无理由退款”。“7天无理由退款”指商家(狗熊会)向其微店“狗熊会在线项目”营员提供的特别售后服务,允许营员按本规则的规定对其已购“狗熊会个人项目”服务进行退款服务。具体为,在“狗熊会在线项目”开始后的当天零时起计算时间,满168小时为7天内,已购买“狗熊会在线项目”的营员可向商家提出无理由退款申请,经商家确认后将已支付金额在7个工作日内通过营员支付渠道返还用户相应账户

✔ 接受高校客户集体报名。关于项目与报名如有问题,请咨询study@clubear.org

数据分析从入门到精通,狗熊学习卡助您一臂之力!69元/年,狗熊会所有视频课程无限看,代码轻松学。欢迎小伙伴们扫码购入~

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  1. CONNECT:[ UseTime:0.000560s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000556s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000269s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000246s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000505s ]
  6. SELECT * FROM `set` [ RunTime:0.000198s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000496s ]
  8. SELECT * FROM `article` WHERE `id` = 485491 LIMIT 1 [ RunTime:0.000395s ]
  9. UPDATE `article` SET `lasttime` = 1776368403 WHERE `id` = 485491 [ RunTime:0.006541s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.000286s ]
  11. SELECT * FROM `article` WHERE `id` < 485491 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000469s ]
  12. SELECT * FROM `article` WHERE `id` > 485491 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.000346s ]
  13. SELECT * FROM `article` WHERE `id` < 485491 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.000821s ]
  14. SELECT * FROM `article` WHERE `id` < 485491 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.000671s ]
  15. SELECT * FROM `article` WHERE `id` < 485491 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.002210s ]
0.084488s