Gå direkte til innholdet

Sommersalg på pocket fra 79,- »

Til startsiden
Søk etter din neste leseopplevelse
Machine Learning for Economics and Finance in TensorFlow 2
Spar

Machine Learning for Economics and Finance in TensorFlow 2

heftet, Engelsk, 2020
Forfatter:
648,-
Sendes innen 5-16 virkedager
Machine 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 causality or parsimony. That leaves a gap for students, academics, and professionals who lack a standard reference on machine learning for economics and finance.

This book focuses on economic and financial problems with an empirical dimension, where machine learning methods may offer something of value. This includes coverage of a variety of discriminative deep learning models (DNNs, CNNs, LSTMs, and DQNs), generative machine learning models (GANs and VAEs), and tree-based models. It also covers the intersection of empirical methods in economics and machine learning, including regression analysis, natural language processing, and dimensionality reduction.

TensorFlow offers a toolset that can be used to define and solve any graph-based model, including those commonly used in economics. This book is structured to teach through a sequence of complete examples, each framed in terms of a specific economic problem of interest or topic. This simplifies otherwise complicated concepts, enabling the reader to solve workhorse theoretical models in economics and finance using TensorFlow.

What You'll Learn
  • Define, train, and evaluate machine learning models in TensorFlow 2
  • Apply fundamental concepts in machine learning, such as deep learning and natural language processing, to economic and financial problems 
  • Solve theoretical models in economics

Who This Book Is For
Students, data scientists working in economics and finance, public and private sector economists, and academic social scientists

Mer om Adlibris

Om Adlibris

Vi er Nordens største nettbokhandel, og tilbyr over 13 millioner boktitler og det meste av det beste innen spill, leker, hobby og garn. Vår misjon er å være en moderne bokhandel for alle bokelskere: et innbydende sted for lesing, læring og skaping. Det er hva som driver oss, hver dag. Adlibris er en del av Bonnier Group.

  • Alltid gode priser

  • Fri frakt over 299,-

  • Nordens største bokhandel

Meld deg på nyhetsbrev

Motta våre beste boktips, nyheter og gode tilbud. Registrer deg nå, og få 10% rabatt på det første kjøpet ditt. Tilbudet gjelder kun nye abonnenter og privatkunder. Rabatten gjelder ikke norske bøker utgitt 2024, fag- og studielitteratur, digitale bøker og gavekort.