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Ekonomia dla analityków danych by Muhammad Ahmad Mazher

Ekonomia dla analityków danych

by Muhammad Ahmad Mazher
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Book cover type: Paperback
  • ISBN13: 9786209293887
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Wydawnictwo Nasza Wiedza
  • Publisher Imprint: Wydawnictwo Nasza Wiedza
  • Publication Date:
  • Pages: 220
  • Original Price: GBP 69.51
  • Language: Polish
  • Edition: N/A
  • Item Weight: 300 grams
  • BISAC Subject(s): General

Książka Economics for Data Scientists: Theory, Tools, and Applications, sluży jako kompleksowy pomost między rygorem teorii ekonomii a mocą narzędzi nauki o danych. Jej struktura pomaga praktykom wyjśc poza proste przewidywanie danych (mocna strona uczenia maszynowego) do prawdziwego wnioskowania przyczynowego, zrozumienia "dlaczego" zjawisk ekonomicznych. Treśc książki opiera się na podstawowych pojęciach ekonomicznych, takich jak podaż i popyt oraz teoria użyteczności, a następnie przechodzi do stosowanych technik, obejmujących wszystko, od podstawowej analizy regresji (OLS) i obslugi zlożonych danych szereg�w czasowych po zaawansowane metody ekonometryczne do ustalania przyczynowości i zajmowania się endogenicznością. Ostatecznie książka wyposaża czytelnika w wszechstronny zestaw narzędzi do stosowania tych mieszanych koncepcji w rzeczywistych dziedzinach, w tym przewidywania popytu konsumpcyjnego, optymalizacji zachowań firm poprzez analizę lańcucha dostaw i prognozowania gl�wnych wskaźnik�w makroekonomicznych, przy jednoczesnym zachowaniu koncentracji na etycznych praktykach dotyczących danych i interpretacyjnym kontekście podejmowania decyzji ekonomicznych.

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