Hands-on machine learning for algorithmic trading : design and implement investment strategies based on smart algorithms that learn from data using Python /: design and implement investment strategies based on smart algorithms that learn from data using Python. (2018)

• Record Type: Book
• Further Information: Note: Stefan Jansen.
• Authors: Jansen, Stefan
• Contents: Table of ContentsMachine Learning for TradingMarket and Fundamental DataAlternative Data for FinanceAlpha Factor ResearchStrategy EvaluationThe Machine Learning ProcessLinear ModelsTime Series ModelsBayesian Machine LearningDecision Trees and Random ForestsGradient Boosting MachinesUnsupervised LearningWorking with Text DataTopic ModelingWord EmbeddingsNext Steps.
• Publisher Details: Birmingham, UK : Packt Publishing
• Publication Date: 2018
• Extent: 1 online resource (1 volume), illustrations
• Subjects: 006.31; Machine learning; Python (Computer program language); Finance -- Data processing; Finance -- Statistical methods; COMPUTERS / General; Finance -- Data processing; Finance -- Statistical methods; Machine learning; Python (Computer program language); Electronic books
• Languages: English
• ISBNs: 1789342716; 9781789342710
• Related ISBNs: 9781789346411
• Notes: Note: Description based on online resource; title from title page (Safari, viewed February 25, 2019).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.