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Big data and machine learning in qua...

Guida, Tony, (1979-)

Big data and machine learning in quantitative investment /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Big data and machine learning in quantitative investment /Tony Guida.
Author:	Guida, Tony,
Published:	Hoboken :Wiley,c2019.
Description:	vi, 285 p. :ill. ;25 cm.
Subject:	InvestmentsStudy and teaching.
ISBN:	9781119522195 :

Big data and machine learning in quantitative investment /
Guida, Tony,1979-

Big data and machine learning in quantitative investment /Tony Guida. - Hoboken :Wiley,c2019. - vi, 285 p. :ill. ;25 cm. - Wiley finance.

Includes bibliographical references.

Machine generated contents note: Chapter 1: Do algorithms dream about artificial alphas? Chapter 2: Taming Big data Chapter 3: State of machine learning applications in investment management Chapter 4: Implementing alternative data in an investment Process Chapter 5: Using alternative and Big Data to trade macro assets Chapter 6: Big is beautiful: How email receipt data can help predict company sales Chapter 7: Ensemble learning applied to quant equity: gradient boosting in a multi-factor framework Chapter 8: A social media analysis of corporate culture Chapter 9: Machine Learning & Event Detection for Trading Energy Futures Chapter 10: Natural language processing of financial news Chapter 11: Support-Vector-Machine Based Global Tactical Asset Allocation Chapter 12: Reinforcement learning in finance Chapter 13: Deep learning in Finance: Prediction of stock returns with long short term memory networks Biography of contributors.

ISBN: 9781119522195 :$50

LCCN: 2018036097Subjects--Topical Terms:

829108
Investments
--Study and teaching.

LC Class. No.: HG4521 / G946 2019

Dewey Class. No.: 332.60285/631

Big data and machine learning in quantitative investment /
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020 $z 9781119522089 (ePDF)
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082 0 0 $a 332.60285/631 $2 23
084 $a BUS027000 $2 bisacsh
100 1 $a Guida, Tony, $d 1979- $e author. $3 829107
245 1 0 $a Big data and machine learning in quantitative investment / $c Tony Guida.
260 $a Hoboken : $b Wiley, $c c2019.
300 $a vi, 285 p. : $b ill. ; $c 25 cm.
490 0 $a Wiley finance
504 $a Includes bibliographical references.
505 8 $a Machine generated contents note: Chapter 1: Do algorithms dream about artificial alphas? Chapter 2: Taming Big data Chapter 3: State of machine learning applications in investment management Chapter 4: Implementing alternative data in an investment Process Chapter 5: Using alternative and Big Data to trade macro assets Chapter 6: Big is beautiful: How email receipt data can help predict company sales Chapter 7: Ensemble learning applied to quant equity: gradient boosting in a multi-factor framework Chapter 8: A social media analysis of corporate culture Chapter 9: Machine Learning & Event Detection for Trading Energy Futures Chapter 10: Natural language processing of financial news Chapter 11: Support-Vector-Machine Based Global Tactical Asset Allocation Chapter 12: Reinforcement learning in finance Chapter 13: Deep learning in Finance: Prediction of stock returns with long short term memory networks Biography of contributors.
650 0 $a Investments $x Study and teaching. $3 829108
650 0 $a Machine learning. $3 188639
650 0 $a Big data. $3 609582
776 0 8 $i Online version: $a Guida, Tony, 1979- author. $t Big data and machine learning in quantitative investment $b Third Edition. $d Hoboken : Wiley, 2018 $z 9781119522089 $w (DLC) 2018054105