Optimization

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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)

Nov 28th 2022
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 [...]

Introduction to Deep Learning (Coursera)

The goal of this course is to give learners basic understanding of modern neural networks and their applications in computer vision and natural language understanding. The course starts with a recap of linear models and discussion of stochastic optimization methods that are crucial for training deep neural networks. Learners [...]

Medir y optimizar campañas de marketing en redes sociales (Coursera)

Nov 21st 2022
Medir y optimizar campañas de marketing en redes sociales (Coursera)
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Este curso te proporcionará las habilidades para optimizar tus acciones de marketing en redes sociales. Aprende a evaluar e interpretar los resultados de tus campañas publicitarias. Aprende a evaluar la efectividad de la publicidad a través de estudios de mejora y optimiza tus campañas con pruebas divididas. Comprende cómo [...]

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)

Nov 21st 2022
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 [...]

Measure and Optimize Social Media Marketing Campaigns (Coursera)

This course provides you with the skills to optimize your social media marketing efforts. Learn to evaluate and interpret the results of your advertising campaigns. Learn how to assess advertising effectiveness through lift studies and optimize your campaigns with split testing. Understand how advertising effectiveness is measured across platforms [...]

Advanced Modeling for Discrete Optimization (Coursera)

Optimization is a common form of decision making, and is ubiquitous in our society. Its applications range from solving Sudoku puzzles to arranging seating in a wedding banquet. The same technology can schedule planes and their crews, coordinate the production of steel, and organize the transportation of iron [...]