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python量化与zwQuant学习路线图

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发表于 2020-7-28 11:57:13 | 显示全部楼层 |阅读模式
本帖最后由 ziwang 于 2020-8-25 16:02 编辑

零起点三部曲&量化学习新路线图
《零起点Python量化三部曲》:《零起点1-Python大数据与量化交易》,《零起点2-Python机器学习与量化交易》,《零起点3-TensorFlow与量化交易》
最近,海外版零起点2,零起点3正式出版上市,也算是一个小圆满。
这套书创作于16年,属于国内首套系统化的python量化专著,属于行业的开荒之作,现在看来存在各种各样的bug。
这些bug,作为原创作品,总是难免的。
幸运的是,在整个大的战略方向,零起点三部曲和TOP极宽量化开源团队,每一个关键节点,都没有出现大的失误:
zwpython,pandas数据分析,ccxt和数字币,plotly可视化数据分析,AI机器学习,神经网络三巨头(tensorflow,torch,mxnet),backtrader
基本上,以上金融量化相关前沿技术,系统和文档,都是TOP极宽量化开源团队,在国内首发的。
参见:《TOPO极宽量化·开源组图书展示》 http://www.topquant.vip/?p=461
目前 BackTrader(简称btr)已经是金融量化的行业标准,也是欧美金融机构一线的量化实盘软件
Github上面,90%的数字币,AI人工智能量化项目,都是采用btr
目前当务之急,就是老老实实 学习btr,就像美工设计师学习ps,cad
backtrader:目前最强单机量化平台 http://www.topquant.vip/?p=757
请大家关注TOP极宽量化公众号,大量原创Python量化技术资料和课件、案例源码。
目前推广期间,关注公众号,即可免费浏览。

目前学习量化,需要全新的路线图:
  • 基础知识:下载zwpython,学习python基础,pandas数据分析基础,量化基础概念;基本上这些《零起点1-Python大数据与量化交易》都有,也是我们初级班的课件。
  • 专业知识:BackTrader专业量化软件的使用,这个是TOP极宽量化中级班课件;目前初级班中级班,是作为课件套餐一起学习。
对于普通用户而言,基本上以上知识就足够了,进一步就是不断实盘练习,积累量化操盘经验,优化量化策略。
对于专业人员,或者需要学习作为量化软件开发,或者了解量化架构技术体系的人员,可以报读高级班。
如果说,初级班中级班课程,是教大家如何使用量化软件。那么,高级班的课程,就是教大家如何开发,优化现有的量化软件。
虽然目前因为算力问题,全自动的AI量化还早,不过,结合AI人工智能,神经网络,辅助量化策略设计,已经具备很大的商业应用价值。
基本上就是零起点2和零起点3的课程,其中零起点3中的tensorflow,因为目前神经网络,pytorch体系和automl的崛起,可能需要补充学习这些这些新的技术架构。
至于量化软件原型,零起点1的zwQuant,目前依旧是最好的量化软件学习原型。
zwQuant,可能是目前唯一采用过程模式,而非oop对象体系设计的量化系统,而且是高度简化的骨架版。
这种架构,特别适合有一定编程基础的网友,进行学习参考,开发自己的量化程序。
初级班,新人可以通过zwQuant的使用,学习量化的基础知识,快速把握量化体系的全貌。
高级班,有经验的用户,可以通过对zwQuant的剖析,修改,优化,扩展,彻底了解量化软件的各种构造。
在此基础上,对btr等现行专业量化软件,进行定制、优化、扩展,甚至重构。
高级班最重要的就是实盘练习 ,大量的模拟盘实盘策略操作。
特别是数字币的日内交易实盘练习,都是基于5-15分钟的分时数据,可以从策略,技巧,心态多个方面,全方位强化大家的实盘操作技巧。
师傅领进门,修行靠个人。
始终,还是需要看大家努力的程度和悟性。
真心学,建议报班系统学习一下,一个月即可入行,
自学至少1-2年,没人带,很容易卡壳。
zw·Python&量化·魔鬼训练营 http://www.topquant.vip/?p=26
如今是信息时代,大数据+AI人工智能,十倍速竞争
任何行业,时间成本,始终是第一位的。
国内btr唯一的系统课件是我们录制的,唯一的btr工具函数库TopQuant也是我们自己开发的
这个TopQuant函数库,我们暂时只免费向学员赠送
【转知乎】为什么又重新用backtrader了? http://www.topquant.vip/?p=1469
作者是国内知名金融公司的一线操盘手  大家可以看看
---------------------------------

python量化与zwQuant学习路线图

原本这类互动答疑,只是针对培训班学员内部,考虑到经常有网友来咨询类似问题,故公开发布,量化新人可以参考:

【ps,2020】

初学者学习路线:
#1,建议先《零起点1Python大数据与量化交易》,了解量化体系 ;zwQuant是行业罕见的,可能是唯一,非oop(面向对象)结构的量化系统,内置中文说明文档到了函数一级,而且有配套的中文图书,量化教学课件,特别适合量化初学者。
#2,backtrader,进入量化实盘。参见:backtrader:目前最强单机量化平台  http://www.topquant.vip/?p=757
#3,有兴趣的,再深入ai,机器学习,神经网络,数字货币等等。

基本上就是:极宽量化培训班;初级-中级-高级的流程。
python基础差的,可以先化1-2周学习python,pandas,网盘有:极宽python入门教程和配套的系列py入门案例课件。
这个学习过程,也是经过几年实践优化,目前最合理,最系统的量化学习路线图。

真心学,建议报班系统学习一下,一个月即可入行,
自学至少1-2年,没人带,很容易卡壳。
zw·Python&量化·魔鬼训练营 http://www.topquant.vip/?p=26

如今是信息时代,大数据+AI人工智能,十倍速竞争
任何行业,时间成本,始终是第一位的。

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