11-20 Hours/Week

This aims primarily at post-baccalaureate students interested in leadership theory and ethical leadership. This is one course in the Coursera specialization, Leadership: An Introduction. It examines the latest trends in leadership theory invoking several disciplines, including business, sociology, philosophy, history, and psychology. [...]

This aims primarily at post-baccalaureate students interested in leadership theory. This is one course in the Coursera specialization, Leadership: An Introduction. It examines current trends in leadership theory invoking several disciplines, including business, sociology, philosophy, history, and psychology. [...]

This course will introduce the concepts of interpretability and explainability in machine learning applications. The learner will understand the difference between global, local, model-agnostic and model-specific explanations. State-of-the-art explainability methods such as Permutation Feature Importance (PFI), Local Interpretable Model-agnostic Explanations (LIME) and SHapley Additive exPlanation (SHAP) are explained and [...]

Neste curso, cada módulo tem como objetivo melhorar suas habilidades com o GKE e inclui laboratórios práticos para testar as funcionalidades da plataforma. O primeiro módulo apresenta diversos serviços e recursos do Google Cloud, organizados de uma forma que vai ajudar você a escolher os mais indicados para sua [...]

Dans ce cours, les développeurs d'applications apprennent à concevoir et développer des applications cloud natives qui intègrent parfaitement les services gérés de Google Cloud. À travers un ensemble de présentations, de démonstrations et d'ateliers pratiques, ils découvrent comment appliquer les bonnes pratiques de développement d'applications et comment utiliser les [...]

Dans ce cours, les développeurs d'applications apprennent à concevoir et développer des applications cloud natives qui intègrent parfaitement les services gérés de Google Cloud. À travers un ensemble de présentations, de démonstrations et d'ateliers pratiques, ils découvrent comment appliquer les bonnes pratiques de développement d'applications et comment utiliser les [...]

This course introduces you to important concepts and terminology for working with Google Cloud Platform (GCP). You learn about, and compare, many of the computing and storage services available in Google Cloud Platform, including Google App Engine, Google Compute Engine, Google Kubernetes Engine, Google Cloud Storage, Google Cloud SQL, [...]

In the final course of the statistical modeling for data science program, learners will study a broad set of more advanced statistical modeling tools. Such tools will include generalized linear models (GLMs), which will provide an introduction to classification (through logistic regression); nonparametric modeling, including kernel estimators, smoothing splines; [...]