Name: Economics for Data Scientists (en Inglés)
SKU: 66186060
Price: 109.33 USD
Availability: InStock
Author: Mazher, Muhammad Ahmad
ISBN: 9786136436913

portada Economics for Data Scientists (en Inglés)

Economics for Data Scientists (en Inglés)

Formato

Libro Físico

Editorial

LAP Lambert Academic Publishing

Autor

Mazher, Muhammad Ahmad

Idioma

Inglés

N° páginas

184

Encuadernación

Tapa Blanda

Dimensiones

22.9x15.2x1.1 cm

ISBN13

9786136436913

Economics for Data Scientists (en Inglés)

Mazher, Muhammad Ahmad (Autor) · LAP Lambert Academic Publishing · Tapa Blanda

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Reseña del libro "Economics for Data Scientists (en Inglés)"

The book, Economics for Data Scientists: Theory, Tools, and Applications, serves as a comprehensive bridge between the rigor of economic theory and the power of data science tools. It is structured to help practitioners move beyond simple data prediction (a strength of machine learning) to genuine causal inference, understanding the "why" behind economic phenomena. The content establishes foundational economic concepts, such as Supply and Demand and Utility Theory, then transitions to applied techniques, covering everything from fundamental Regression Analysis (OLS) and handling complex Time Series data to advanced econometric methods for establishing Causality and addressing Endogeneity. Ultimately, the book equips the reader with a versatile toolkit to apply these blended concepts across real-world domains, including predicting Consumer Demand, optimizing Firm Behavior via supply chain analysis, and forecasting major Macroeconomic indicators, all while maintaining a focus on ethical data practices and the interpretive context of economic decision-making.