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Causal Inference for Data Science
Engelsk
Bogcover for Causal Inference for Data Science af Aleix de Villa, 9781633439658
Specifikationer
Sprog:
Engelsk
Sider:
392
ISBN-13:
9781633439658
Indbinding:
Hardback
ISBN-10:
1633439658
Kategori:
Udg. Dato:
24 jan 2025
Størrelse i cm:
23,5 x 18,8 x 2,6
Oplagsdato:
24 jan 2025
Forfatter(e):

Causal Inference for Data Science

Engelsk
Hardback 2025
Format:

Bog beskrivelse

When you know the cause of an event, you can affect its outcome. This accessible introduction to causal inference shows you how to determine causality and estimate effects using statistics and machine learning.

In Causal Inference for Data Science you will learn how to:

  • Model reality using causal graphs
  • Estimate causal effects using statistical and machine learning techniques
  • Determine when to use A/B tests, causal inference, and machine learning
  • Explain and assess objectives, assumptions, risks, and limitations
  • Determine if you have enough variables for your analysis


It''s possible to predict events without knowing what causes them. Understanding causality allows you both to make data-driven predictions and also intervene to affect the outcomes. Causal Inference for Data Science shows you how to build data science tools that can identify the root cause of trends and events. You''ll learn how to interpret historical data, understand customer behaviors, and empower management to apply optimal decisions.

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Specifikationer
Sprog:
Engelsk
Sider:
392
ISBN-13:
9781633439658
Indbinding:
Hardback
ISBN-10:
1633439658
Kategori:
Udg. Dato:
24 jan 2025
Størrelse i cm:
23,5 x 18,8 x 2,6
Oplagsdato:
24 jan 2025
Forfatter(e):
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