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Machine Learning for Economics and Finance in TensorFlow 2

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dc.contributor.authorIsaiah Hullspa
dc.date.accessioned2023-02-21T19:35:43Z
dc.date.available2023-02-21T19:35:43Z
dc.description368 p. , Figuresspa
dc.description.notesMachine learning has taken time to move into the space of academic economics. This is because empirical research in economics is concentrated on the identification of causal relationships in parsimonious statistical models; whereas machine learning is oriented towards prediction and is generally uninterested in either causalty or parsimony. That leaves a gap for students, academics, and professionals who lack a standard reference on machine learning for economics and finance.spa
dc.description.otherAGNB November 2024spa
dc.description.tableofcontentsYou will: 1) Define, train, and evaluate machine learning models in TensorFlow 2. 2) Apply fundamental concepts in machine learning, such as deep learning and natural language processing, to economic and financial problems. 3) Solve theoretical models in economicsspa
dc.identifier.bitstream10431.pdfspa
dc.identifier.collection1- GENERALspa
dc.identifier.isbn978-1-4842-6372-3spa
dc.identifier.local10431spa
dc.identifier.mfn6306spa
dc.identifier.signatureCG10431spa
dc.identifier.urihttps://hdl.handle.net/20.500.14000/1125
dc.language.localengspa
dc.rights.accessrightsinfo:eu-repo/semantics/openAccessspa
dc.rights.coarhttp://purl.org/coar/access_right/c_abf2spa
dc.rights.licenseAtribución-NoComercial-SinDerivadas 4.0 Internacional (CC BY-NC-ND 4.0)spa
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/spa
dc.subjectTensorFlow 2spa
dc.subjectMachine Learning and Economicsspa
dc.subjectRegressionspa
dc.subjectTreesspa
dc.subjectImage Classificationspa
dc.subjectText Dataspa
dc.subjectTime Seriesspa
dc.subjectDimensionality Reductionspa
dc.subjectGenerative Modelsspa
dc.subjectTheoretical Modelsspa
dc.titleMachine Learning for Economics and Finance in TensorFlow 2spa
dc.typeLibrospa
dc.type.coarhttp://purl.org/coar/resource_type/c_2f33spa
dc.type.coarversionhttp://purl.org/coar/version/c_970fb48d4fbd8a85spa
dc.type.contentTextspa
dc.type.driverinfo:eu-repo/semantics/bookspa
dc.type.localColección Generalspa
dc.type.redcolhttp://purl.org/redcol/resource_type/LIBspa
dc.type.versioninfo:eu-repo/semantics/publishedVersionspa
dspace.entity.typePublication
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