Optimization

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Cómputo evolutivo (Coursera)

La computación evolutiva (evolutionary computation, EC), aplica la teoría de la evolución natural y la genética en la adaptación evolutiva de estructuras computacionales, proporcionando un medio alternativo para atacar problemas complejos en diversas áreas, como la ingeniería, economía, química, medicina y, porque no, las artes. Una población de posibles [...]

Launching into Machine Learning en Français (Coursera)

Mar 25th 2024
Launching into Machine Learning en Français (Coursera)
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À partir de l'histoire du machine learning, nous examinons les raisons pour lesquelles les réseaux de neurones fonctionnent si bien de nos jours dans différents problèmes liés à la science des données. Nous évoquons ensuite la façon d'aborder un problème d'apprentissage supervisé et le moyen d'y répondre en utilisant [...]

Cohere - An Introduction (Coursera)

Mar 18th 2024
Cohere - An Introduction (Coursera)
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"Cohere - An Introduction" is a comprehensive course designed to provide a deep dive into the world of Cohere, a leading platform in natural language processing (NLP). Spanning three modules, the course begins with the fundamentals of Cohere, exploring its NLP capabilities, basic operations, and setup. The second module [...]

Effective Inventory Management and Optimization (Coursera)

Mar 18th 2024
Effective Inventory Management and Optimization (Coursera)
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In today's competitive business landscape, efficient inventory management is a critical factor for the success of any organization. Businesses face challenges in maintaining the right balance between having enough inventory to meet customer demands and avoiding excess stock that ties up capital and increases storage costs. This course, titled [...]

Optimización de Redes Neuronales Profundas (Coursera)

Este curso se centrará en la optimización de Redes Neuronales Profundas, cambiando la idea de que todo el proceso es una “caja negra”. Comprenderá qué impulsa el rendimiento y podrá obtener mejores resultados de manera más sistemática. Entenderá cómo optimizar los principales Hiperparámetros y su implementación. Además, aprenderá nuevos [...]

Operations Research (2): Optimization Algorithms (Coursera)

Mar 18th 2024
Operations Research (2): Optimization Algorithms (Coursera)
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Operations Research (OR) is a field in which people use mathematical and engineering methods to study optimization problems in Business and Management, Economics, Computer Science, Civil Engineering, Electrical Engineering, etc. The series of courses consists of three parts, we focus on deterministic optimization techniques, which is a major part [...]

MOST from a Conceptual Perspective (Coursera)

Mar 11th 2024
MOST from a Conceptual Perspective (Coursera)
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This course is aimed at intervention scientists working in any area--including public health, education, criminal justice, and others—interested in learning about an innovative framework for conducting intervention research. This course will show you how to use the multiphase optimization strategy (MOST) to: streamline interventions by eliminating inactive components; [...]

Applied Quantum Computing I: Fundamentals (edX)

Jan 8th 2024
Applied Quantum Computing I: Fundamentals (edX)
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Learn the fundamental postulates of quantum mechanics and how they can be mapped onto present-day quantum information processing models, including computation, simulation, optimization, and machine learning.

Introduction to Optimization (edX)

Oct 31st 2023
Introduction to Optimization (edX)
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A self-contained course on the fundamentals of modern optimization with equal emphasis on theory, implementation, and application. We consider linear and nonlinear optimization problems, including network flow problems and game-theoretic models in which selfish agents compete for shared resources. We apply these models to a variety of real-world [...]