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L'économie pour les scientifiques des données by Muhammad Ahmad Mazher

L'économie pour les scientifiques des données

by Muhammad Ahmad Mazher
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Book cover type: Paperback
  • ISBN13: 9786209283642
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Editions Notre Savoir
  • Publisher Imprint: Editions Notre Savoir
  • Publication Date:
  • Pages: 224
  • Original Price: GBP 69.51
  • Language: French
  • Edition: N/A
  • Item Weight: 304 grams
  • BISAC Subject(s): General

Le livre, Economics for Data Scientists: Theory, Tools, and Applications, constitue un pont complet entre la rigueur de la th�orie �conomique et la puissance des outils de la science des donn�es. Il est structur� de mani�re � aider les praticiens � aller au-del� de la simple pr�diction de donn�es (un point fort de l'apprentissage automatique) pour parvenir � une v�ritable inf�rence causale, c'est-�-dire � comprendre le "pourquoi" des ph�nom�nes �conomiques. Le contenu �tablit les concepts �conomiques fondamentaux, tels que l'offre et la demande et la th�orie de l'utilit�, puis passe aux techniques appliqu�es, couvrant tout depuis l'analyse de r�gression fondamentale (MCO) et le traitement de donn�es de s�ries temporelles complexes jusqu'aux m�thodes �conom�triques avanc�es pour �tablir la causalit� et traiter l'endog�n�it�. En fin de compte, le livre dote le lecteur d'une bo�te � outils polyvalente pour appliquer ces concepts mixtes dans des domaines r�els, y compris la pr�vision de la demande des consommateurs, l'optimisation du comportement des entreprises via l'analyse de la cha�ne d'approvisionnement, et la pr�vision des principaux indicateurs macro�conomiques, tout en maintenant l'accent sur les pratiques �thiques en mati�re de donn�es et le contexte d'interpr�tation de la prise de d�cision �conomique.

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