Neural Networks in Financial Engineering

Deep Neural Networks in a Mathematical Framework  eBooks & eLearning

Posted by Jeembo at May 14, 2018
Deep Neural Networks in a Mathematical Framework

Deep Neural Networks in a Mathematical Framework by Anthony L. Caterini, Dong Eui Chang
English | 2018 | ISBN: 3319753037 | 84 Pages | PDF | 1.4 MB

This SpringerBrief describes how to build a rigorous end-to-end mathematical framework for deep neural networks.
Neural Networks in Finance and Investing: Using Artificial Intelligence to Improve Real-World Performance (Repost)

Neural Networks in Finance and Investing: Using Artificial Intelligence to Improve Real-World Performance by Robert R. Trippi, Efraim Turban
Language: English | 1996 | ISBN: 1557389195 | 821 pages | PDF (scan) | 51,1 MB

This completely updated version of the classic first edition offers a wealth of new material reflecting the latest developments in teh field.

Language Modeling with Recurrent Neural Networks in TensorFlow  eBooks & eLearning

Posted by naag at April 2, 2018
Language Modeling with Recurrent Neural Networks in TensorFlow

Language Modeling with Recurrent Neural Networks in TensorFlow
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2.5 Hours | 310 MB
Genre: eLearning | Language: English

If you are working with text data using neural networks, RNNs are a natural choice for sequences. This course works through language modeling problems using RNNS - optical character recognition or OCR and generating text using character prediction.

Saddlepoint Approximation Methods in Financial Engineering  eBooks & eLearning

Posted by AvaxGenius at Feb. 17, 2018
Saddlepoint Approximation Methods in Financial Engineering

Saddlepoint Approximation Methods in Financial Engineering By Yue Kuen Kwok
English | PDF,EPUB | 2018 | 134 Pages | ISBN : 3319741004 | 4.43 MB

This book summarizes recent advances in applying saddlepoint approximation methods to financial engineering. It addresses pricing exotic financial derivatives and calculating risk contributions to Value-at-Risk and Expected Shortfall in credit portfolios under various default correlation models. These standard problems involve the computation of tail probabilities and tail expectations of the corresponding underlying state variables.

Neural Networks in Machine Learning for Developers  eBooks & eLearning

Posted by naag at Feb. 3, 2018
Neural Networks in Machine Learning for Developers

Neural Networks in Machine Learning for Developers
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 44M | 157 MB
Genre: eLearning | Language: English

Convolutional Neural Networks in Visual Computing : A Concise Guide  eBooks & eLearning

Posted by readerXXI at Jan. 12, 2018
Convolutional Neural Networks in Visual Computing : A Concise Guide

Convolutional Neural Networks in Visual Computing :
A Concise Guide

by Ragav Venkatesan and Baoxin Li
English | 2018 | ISBN: 1498770398 | 187 Pages | PDF | 5.85 MB

Sentiment Analysis with Recurrent Neural Networks in TensorFlow  eBooks & eLearning

Posted by naag at Dec. 23, 2017
Sentiment Analysis with Recurrent Neural Networks in TensorFlow

Sentiment Analysis with Recurrent Neural Networks in TensorFlow
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 3 Hours | 520 MB
Genre: eLearning | Language: English

Recurrent neural networks (RNNs) are ideal for considering sequences of data. In this course, you'll explore how word embeddings are used for sentiment analysis using neural networks.
State-Space Approaches for Modelling and Control in Financial Engineering: Systems theory and machine learning methods

Gerasimos G. Rigatos, "State-Space Approaches for Modelling and Control in Financial Engineering: Systems theory and machine learning methods"
English | 2017 | ISBN-10: 3319528653 | 310 pages | EPUB | 6 MB
Wavelet Neural Networks: With Applications in Financial Engineering, Chaos, and Classification (repost)

Wavelet Neural Networks: With Applications in Financial Engineering, Chaos, and Classification by Antonios K. Alexandridis and Achilleas D. Zapranis
English | 2014 | ISBN: 1118592522 | ISBN-13: 9781118592526 | 264 pages | PDF | 5,3 MB
Wavelet Neural Networks: With Applications in Financial Engineering, Chaos, and Classification

Wavelet Neural Networks: With Applications in Financial Engineering, Chaos, and Classification by Antonios K. Alexandridis and Achilleas D. Zapranis
English | 2014 | ISBN: 1118592522 | ISBN-13: 9781118592526 | 264 pages | PDF | 5,3 MB

Through extensive examples and case studies, Wavelet Neural Networks provides a step-by-step introduction to modeling, training, and forecasting using wavelet networks.