“…But next to this dominant innovation route, alternative systems are feasible with more emphasis on food sovereignty in farming systems that are less corporate and technology-driven, and more diversity-oriented…”

“…This book uses a unique typology of ten core drivers of injustice to explore and question common assumptions around what urban sustainability means, how it can be implemented, and how it is manifested in or driven by urban interventions that hinge on claims of sustainability. …”

“…São estas o objecto dos Aparelhos de elevar a água de rega, que os autores dividem em três grupos fundamentais segundo a força motriz que os faz funcionar - os agentes naturais (vento e água), os animais e o homem -, subdividindo-os ainda segundo critérios morfológicos, questionando as suas origens e estabelecendo a sua distribuição no território nacional. …”

“…It represents the quality, breadth and depth of the most updated study in smart manufacturing (SM); in particular, digital technologies are deployed to enhance system smartness by (1) empowering physical resources in production, (2) utilizing virtual and dynamic assets over the Internet to expand system capabilities, (3) supporting data-driven decision-making activities at various domains and levels of businesses, or (4) reconfiguring systems to adapt to changes and uncertainties. …”

“…Julia is a well-constructed programming language which was designed for fast execution speed by using just-in-time LLVM compilation techniques, thus eliminating the classic problem of performing analysis in one language and translating it for performance in a second. …”

“…You'll discover how and why AI's power is now exploding, its growth driven by smarter approaches to neural networks trained on a new hardware architecture that can derive its intelligence from ever more massive datasets. …”

“…By the end of this course, you'll have mastered the tools and techniques to not only execute complex NLP tasks but also to implement these solutions effectively in your professional projects, contributing to your growth as a data-driven decision-maker in the tech industry…”

“…Including over forty accounts of actions by customer leadership executives around the world, this is the book you have been waiting for that tells it like it is and gives you the framework to build your customer-driven growth engine…”

“…Its highly scientific approach with intensive references to police practice and the inclusion of protection and criminal police expertise in theory and field tests generate results that form the basis for further research…”

Tabla de Contenidos: “…3.2.2 Differential privacy -- 3.3 DP guaranteed algorithms -- 3.3.1 Sample-level DP -- 3.3.1.1 Algorithms and discussion -- 3.3.2 Client-level DP -- 3.3.2.1 Clipping strategies for client-level DP -- 3.3.2.2 Algorithms and discussion -- 3.4 Performance of clip-enabled DP-FedAvg -- 3.4.1 Main results -- 3.4.1.1 Convergence theorem -- 3.4.1.2 DP guarantee -- 3.4.2 Experimental evaluation -- 3.5 Conclusion and future work -- References -- 4 Assessing vulnerabilities and securing federated learning -- 4.1 Introduction -- 4.2 Background and vulnerability analysis -- 4.2.1 Definitions and notation -- 4.2.1.1 Horizontal federated learning -- 4.2.1.2 Vertical federated learning -- 4.2.2 Vulnerability analysis -- 4.2.2.1 Clients' updates -- 4.2.2.2 Repeated interaction -- 4.3 Attacks on federated learning -- 4.3.1 Training-time attacks -- 4.3.1.1 Byzantine attacks -- 4.3.1.2 Backdoor attacks -- 4.3.2 Inference-time attacks -- 4.4 Defenses -- 4.4.1 Protecting against training-time attacks -- 4.4.1.1 In Situ defenses -- 4.4.1.2 Post Facto defenses -- 4.4.2 Protecting against inference-time attacks -- 4.5 Takeaways and future work -- References -- 5 Adversarial robustness in federated learning -- 5.1 Introduction -- 5.2 Attack in federated learning -- 5.2.1 Targeted data poisoning attack -- 5.2.1.1 Label flipping -- 5.2.1.2 Backdoor -- 5.2.1.2.1 Trigger-based backdoor -- 5.2.1.2.2 Semantic backdoor -- 5.2.2 Untargeted model poisoning attack -- 5.3 Defense in federated learning -- 5.3.1 Vector-wise defense -- 5.3.2 Dimension-wise defense -- 5.3.3 Certification -- 5.3.4 Personalization -- 5.3.5 Differential privacy -- 5.3.6 The gap between distributed training and federated learning -- 5.3.7 Open problems and further work -- 5.4 Conclusion -- References -- 6 Evaluating gradient inversion attacks and defenses -- 6.1 Introduction -- 6.2 Gradient inversion attacks…”

“…Each module is designed to enhance your skills in creating versatile, AI-driven applications, preparing you to tackle real-world challenges in AI development…”

“…In the book, you'll explore nine tools that have driven world-shaking social movements and billion-dollar businesses-tools that can work just as well for a farmers market or fire department or small business. …”

“…"D3.js in Action is a practical tutorial for creating interactive graphics and data-driven applications using D3.js. You'll start with in-depth explanations of D3's out-of-the-box layouts, along with dozens of practical use cases that align with different types of visualizations. …”

“…You’ll also learn to integrate AI into SEO strategies, utilizing AI-driven keyword research, building SEO bots, and creating optimized content to boost your online presence. …”

“…Reflexionar sobre el concepto de la maternidad desde la fe puede ser de interés para la comunidad creyente, ya que atiende a al menos dos aspectos a los que tanto la sociedad como la Iglesia son cada vez más sensibles. El primer aspecto es la interdisciplinariedad de la reflexión sobre ese concepto, que conecta los tratados de teología: la mariología, la pneumatología, la eclesiología y la moral con las ciencias sociales: la antropología, los estudios de género y la ética. …”

“…El libro culmina con una mirada a la Iglesia actual y a su futuro, así como con un epílogo o colofón que tiene el atractivo título de “El Credo que da sentido a mi vida”. …”

“…Esta conocida historia ha dado origen a una doctrina, la del pecado original, que hoy ha perdido el crédito teológico que tuvo en otras épocas. …”

“…La colección Dirección e Ingeniería de Proyectos nace con el objetivo de ser referente para la investigación en este ámbito de conocimiento, y servir de elemento dinamizador para la difusión de los resultados en la sociedad científica y profesional. Este primer volumen se dedica a la Formación en Proyectos, y recoge un conjunto de trabajos de investigación e innovación educativa. …”

“…Estas políticas tienen su origen en la necesidad de integrar y cohesionar a la sociedad europea, promoviendo el principio de igualdad de oportunidades, la cooperación y la solidaridad intercultural, todo ello encaminado a conseguir mejores y más justos niveles de convivencia social…”

“…Todo artículo de enciclopedia tiene, obviamente, una finalidad eminentemente divulgativa, y los de Duch reunidos en este libro no son ninguna excepción. …”