《面向算法交易的机器学习》封面

面向算法交易的机器学习

Machine Learning for Algorithmic Trading

Stefan Jansen · 初版 2020 年

3人推荐
4位读者提及
4次提及

Hacker News 上怎么说

  • ……Tibshirani、Tom Mitchell,或者 Bishop 的 PRML。至于金融,去任何“金融工程”课程里找经典教材学就行。不过有一本我挺喜欢的,因为偏实战:《Machine Learning for Algorithmic Trading》https://www.amazon.com/Machine-Learning-Algorithmic-Trading-... 权当书里列的那些“策略”是某种原始的“hello world”就好

    …Tibshirani , Tom Mitchell, or Bishop PRML. And learn finance from its own classics you can find in any "financial engineering" curriculum. There is one I liked though because of hands-on approach: "Machine Learning for Algorithmic Trading" https://www.amazon.com/Machine-Learning-Algorithmic-Trading-... just assume its listed "strategies" are a sort of primitive "hello world"

  • ……Peterson 的《Algorithmic Trading》、Ernest P. Chan 的《Algorithmic Trading and DMA》、Barry Johnson 的《Trading Systems》、Emilio Tomasini 和 Urban Jaekle 的《Evidence-Based Technical Analysis》、David R. Aronson 的……Stefan Jansen 的《Machine Learning for Algorithmic Trading》

    …Peterson - Algorithmic Trading, Ernest P. Chan - Algorithmic Trading and DMA, Barry Johnson - Trading Systems, Emilio Tomasini & Urban Jaekle - Evidence-Based Technical Analysis, David R. Aronson - Machine Learning for Algorithmic Trading, Stefan Jansen

  • 我建议根据你自己的直觉去搞一个。我觉得这是个极好的实践方式。你会惊讶地发现它们其实可以非常简单。另外我也推荐几本书:- Stefan Jansen 的《Hands on Machine Learning for Algorithmic Trading》(Packt 出版社)- Eryk Lewinson 的《Python for Finance Cookbook》(Packt 出版社)。祝好!

    I would recommend creating one from your own intuition. That's an awesome practice i think. You would be amazed on how simple they can be. Also some books i would recommend are: - Hands on Machine Learning for Algorithmic Trading, Stefan Jansen, Packt - Python for Finance Cookbook, Eryk Lewinson, Packt Cheers!

  • ……恭喜。Packt 还有其他什么好书推荐吗?我同意,Packt 的质量确实比其他出版社差得多。按经验我一般都绕着走,但偶尔也能淘到宝。我一直在看《Machine Learning for Algorithmic Trading》。感觉就像是维基百科的粗暴搬运,加上一堆代码写得糙烂的 jupyter notebooks。我拿不准费劲啃完这堆烂摊子到底值不值。https://www.amazon.com/Machine-Learning-Algorithmic-Trading-...

    …Congrats. Any other suggestions for good Packt books? I agree, Packt’s quality is much lower than other publishers. As a rule of thumb I stay away but occasionally there’s a gem. I’ve been looking at “Machine Learning for Algorithmic Trading”. It feels like a dump of wikipedia and a bunch of jupyter notebooks with sloppy code. I cannot decide if it’s worth the pain if slogging through that mess. https://www.amazon.com/Machine-Learning-Algorithmic-Trading-...

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