“…Learning objectives Find and use pre-trained models Fine-tune models for custom tasks Build ML pipelines with Hugging Face libraries Create and version datasets Containerize models for production Automate workflows for MLOps Lesson 1: Getting Started with Hugging Face Lesson Outline Overview of Hugging Face Hub Browsing models and datasets Using Hugging Face repositories Managing spaces and access Lesson 2: Applying Hugging Face Models Lesson Outline Downloading models from the Hub Using models with PyTorch/TensorFlow Leveraging tokenizers and pipelines Performing inference with Hub models Lesson 3: Working with Datasets Lesson Outline Browsing datasets on Hugging Face Uploading and managing datasets Versioning datasets with dataset cards Loading datasets in PyTorch/TensorFlow Lesson 4: Model Serving and Deployment Lesson Outline Containerizing Hugging Face models Creating inference APIs with FastAPI Deploying to cloud services like Azure Automating with GitHub Actions About your instructor Alfredo Deza has over a decade of experience as a Software Engineer doing DevOps, automation, and scalable system architecture. …”

“…This book describes his Partners for Change Outcome Management System (PCOMS), an evidence-based method that provides systematic feedback from clients, thereby enabling therapists to identify and target clients who aren't responding to traditional treatment before they drop out. …”

“…This new edition features several new protocols--Swine Flu (H1N1 virus), Bedbug Problems, Tattoo Problems, and Emergency Contraception--as well as new information in the introductory chapter about program development, management issues, and staff development, including training. …”
Enlace del recurso

“…Dieciséis años después de su primera edición en 1996, el libro Lean Thinking sigue considerándose uno de los manuales de referencia del management y clave para entender el concepto del pensamiento Lean: el sistema más idóneo para crear valor y, al mismo tiempo, evitar los despilfarros en cualquier organización. …”

“…Make Change Work presents real solutions to thriving in a world of constant change. This book educates managers and leaders on how to lead change, with strategies for creating urgency, building support, and ensuring successful change. …”

“…Her research focuses on governance and natural resources management in eastern Indonesia…”

“…We are convinced that this research approach is particularly relevant providing critical support for the promotion of innovative treatment alternatives potentially useful for the management of resistant forms of major depression and OCD…”

“…In the following section, an adaptive and robust square root cubature Kalman filter based on variational Bayesian approximation and Huber’s M-estimation is proposed to accurately estimate state of charge (SOC), which is vital for safe operation and efficient management of lithium-ion batteries. A coupled-inductor DC-DC converter with a high voltage gain is proposed in the following section to match the voltage of a fuel cell stack to a DC link bus. …”

“…The Linguistic Bibliography is compiled under the editorial management of Eline van der Veken, René Genis and Anne Aarssen in Leiden, The Netherlands. …”

“…This volume puts an emphasis on the question how children themselves experience and manage migration and by means of which they construct an identity for themselves which takes into account their experiences from both their places of origin and their host societies. …”

“…This volume contains the proceedings of the Conference on the Management of collections and co-operation in the hybrid library, which was organised in Florence on 13 October 2005 by the Italian Libraries Association (Tuscan Section and University and Research Committee). …”

“…For the first time placing these works in the context of British politics and British history writing, this book redefines the historical novel, revealing a genre which seeks to manage political change through historiographical experimentation. …”

“…This society was dominated by a group of important merchants intimately associated by marriage ties and also by personal interest to the principal shaykh families as well as the military milieu which, despite their having been reined in by the central political authority, still managed to wield economic and social importance. The weight of family heritage in the personal destiny of individuals was considerable at all levels in this society, although individual social promotion was not a completely unknown phenomenon. …”

“…Dimensions of environmental change explored in this volume include: Climate change Historical environmental change Biological responses to environmental change Land use and land cover change Policy and management for environmental change…”

“…This includes the interactive intensification of material and knowledge production; the growth and management of consumption; environmental changes, regulation of materials, markets, landscapes and societies; and practices embodied in political economy. …”

“…Through tracing the effects of the neoliberal epoch into the era of the so-called pink tide, the book seeks to understand to what extent the turn to the left at the start of the millennium managed to challenge historically constituted configurations of inequality. …”

“…The authors explore different avenues for improvement, including enhancing the efficiency with which resources are used; increasing the qualifications of teachers; and through greater community involvement in school management. There is scope for improvement along all these dimensions, yet changes at the margin are insufficient to bring about the transformation needed to bring about acceptable levels of learning. …”

“…Mapping theoretical and empirical terrains, this volume suggests that the management of dead bodies is related to the constitution and membership of states and non-state entities that claim autonomy and impunity. …”

“…Foodways studies have been critical to our understanding of early agriculture, political economies, and the domestication and management of plants and animals. Scholars from diverse fields have explored the symbolic complexity of food and its preparation, as well as the social importance of feasting in contemporary and historical societies. …”

“…It includes: case studies of national TVET policy reforms, reoriented curricula, sustainable campus management programs, and examples of innovative approaches to integrating learning in TVET with on-the-job training and in community service. …”