Optimization

Embark on a comprehensive journey with our Azure Automation and Optimization course. Module 1, "Azure Resource Management Mastery," delves into the fundamentals of Azure Resource Manager (ARM) templates, gaining expertise in deploying diverse Azure resources.

After completing this course, learners will be able to: analytically optimize different types of functions commonly used in machine learning using properties of derivatives and gradients; approximately optimize different types of functions commonly used in machine learning using first-order (gradient descent) and second-order (Newton’s method) iterative methods; visually interpret [...]

Optimization is an important piece of an agile supply chain. In this course, we will explore the components of optimization and how to set up an optimization problem in Excel. We will also practice capacity and resource optimization and explore examples of both in the supply chain. Building off [...]

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.

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 [...]

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 [...]

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" 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 [...]