The article reports on the deep learning for finance. Topics discussed include the deep learning models, and the problem of model estimation. Also being discussed are the model quality assessment, and the issue of trade-off between bias and variance of the model that can be addressed through ...
Computational intelligence in finance has been a very popular topic for both academia and financial industry in the last few decades. Numerous studies have been published resulting in various models. Meanwhile, within the Machine Learning (ML) field, Deep Learning (DL) started getting a lot of at...
Response: Financial text mining, Algo-trading, risk assessments, sentiment analysis, portfolio management and fraud detection are among the most studied areas of finance research. (Please check Figure 8) How mature is the existing research in each of these application areas? Response: Even though D...
invariousmodels.Meanwhile,withintheMachineLearning(ML)field,DeepLearning (DL)startedgettingalotofattentionrecently,mostlyduetoitsoutperformanceoverthe classicalmodels.LotsofdifferentimplementationsofDLexisttoday,andthebroadinterest iscontinuing.FinanceisoneparticularareawhereDLmodelsstartedgettingtraction, ...
Deep Learning for Finance 作者:Sofien Kaabar 出版社:O'Reilly Media, Inc. 副标题:Creating Machine & Deep Learning Models for Trading in Python 出版年:2024-1 页数:350 装帧:Paperback ISBN:9781098148393 豆瓣评分 评价人数不足 评价: 写笔记
Deep learning is rapidly gaining momentum in the world of finance and trading. But for many professional traders, this sophisticated field has a reputation for being complex and difficult. This hands-on guide teaches you how to develop a deep learning trading model from scratch using Python, and...
The article reports on the deep learning for finance. Topics discussed include the deep learning models, and the problem of model estimation. Also being discussed are the model quality assessment, and the issue of trade-off between bias and variance of the model that can be addressed through ...
MIT《组合数学中的概率方法|Probabilistic Methods in Combinatorics》中英字幕(deepseek翻译) MIT《金融应用中的数学专题|18.S096 Topics in Mathematics with Applications in Finance 13Fa》 大数据和机器学习的数学|MIT RES.LL-005 Mathematics of Big Data and Machine Learning, IAP2020 UCB《离散数学和概率论|CS...
MIT《组合数学中的概率方法|Probabilistic Methods in Combinatorics》中英字幕(deepseek翻译) MIT《金融应用中的数学专题|18.S096 Topics in Mathematics with Applications in Finance 13Fa》 大数据和机器学习的数学|MIT RES.LL-005 Mathematics of Big Data and Machine Learning, IAP2020 UCB《离散数学和概率论|CS...
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