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1981
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1982
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1983por Clicthove, Josse ( 1472?-1543)Acceso a copia digital - Biblioteca Virtual de La Rioja
Publicado 1548
Libro -
1984
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1985
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1986
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1987
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1988
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1989
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1990Publicado 2023Tabla de Contenidos: “…Understanding churn modeling using XAI techniques -- Building a model -- Using ELI5 to understand classifier models -- Hands-on with LIME -- SHAP in action -- CausalNex -- DoWhy for causal inference -- DoWhy in action -- AI Explainability 360 for interpreting models -- Summary -- References -- Chapter 10: Ethics and Model Governance -- Technical requirements -- Model Risk Management (MRM) -- Types of model inventory management -- Cost savings with MRM -- A transformative journey with MRM -- Model risk tiering -- Model risk calibration -- Model version control -- ModelDB -- Weights & -- Biases -- Further reading -- Part 4: Implementing an Organization Strategy, Best Practices, and Use Cases -- Chapter 11: The Ethics of Model Adaptability -- Technical requirements -- Adaptability framework for data and model drift -- Statistical methods -- Statistical process control -- Understanding model explainability during concept drift/calibration -- Explainability and calibration -- Challenges with calibration and fairness -- Summary -- Further reading -- Chapter 12: Building Sustainable Enterprise-Grade AI Platforms -- Technical requirements -- The key to sustainable enterprise-grade AI platforms -- Sustainable solutions with AI as an organizational roadmap -- Organizational standards for sustainable frameworks -- Sustainability practices and metrics across different cloud platforms -- Emission metrics on Google Cloud -- Best practices and strategies for carbon-free energy -- The energy efficiency of data centers -- Carbon emission trackers -- The FL carbon calculator -- Centralized learning carbon emissions calculator -- Adopting sustainable model training and deployment with FL -- CO2e emission metrics -- Comparing emission factors - centralized learning versus FL -- Illustrating how FL works better than centralized learning -- The CO2 footprint of FL…”
Libro electrónico -
1991
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1992
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1993
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1994
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1995
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1996
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1997
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1998
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2000