“…Yet, they are surprisingly similar in their achievements, not only in reducing poverty, but across the broad range of macroeconomic and agricultural economic performance measures used to compare them. Findings from time-series, cross-section regression analysis reveal that while economic growth generally was an important contributor to poverty reduction, the sector mix of growth mattered substantially, with growth in agricultural incomes being especially important…”

“…With this indispensable bibliographic resource, Jan LaRue has established a solid foundation for public reference, performance, recording, and future research…”

“…It can be powerful and tender, dramatic and delicate, and in the minds of many, the only medium for the performance of early music…”

“…Risk Analysis presents an accessible and concise guide to performing risk analysis, in a wide variety of field, with minimal prior knowledge required. …”

“…As a result, most of us—even those who have been using these devices for years—jump through unnecessary hoops to perform basic tasks and overlook helpful but less-than-obvious features. …”

“…This book provides four in-depth sections that cover all aspects of machine learning engineering: Data: collecting, labeling, validating, automation, and data preprocessing; data feature engineering and selection; data journey and storage Modeling: high performance modeling; model resource management techniques; model analysis and interoperability; neural architecture search Deployment: model serving patterns and infrastructure for ML models and LLMs; management and delivery; monitoring and logging Productionalizing: ML pipelines; classifying unstructured texts and images; genAI model pipelines…”

“…As you progress, you’ll harness the power of AI platforms to streamline the deep learning life cycle and leverage Python libraries and frameworks such as PyTorch, ONNX, Catalyst, MLFlow, Captum, Nvidia Triton, Prometheus, and Grafana to execute efficient deep learning architectures, optimize model performance, and streamline the deployment processes. …”

“…The final chapter concludes by introducing an original '6 P' framework for making sense of the functional and moral purpose of work among individuals, organizations, and systems: to pursue and perform, provide and produce, and price and protect work. …”

“…Rubin concludes with an overview of the navigational disciplines and iterative, real-time processes that companies will need to optimize performance and competitiveness in a world that’s becoming increasingly IT and data-centric…”

“…Springer and Scott show how to “think like a swindler”... track down fraud both before and after a transaction... gather crucial competitive intelligence... find hidden assets such as co-op real estate... uncover foreign criminal convictions... understand a potential borrower’s true financial situation... perform background checks on corporations... even investigate the potential involvement of organized crime. …”

“…Comprehensively and concisely explains both C# 2008 and C# 2010 features Focuses on the language itself and on how to use C# 2010 proficiently for all .NET application development Concentrates on how C# features work and how to best use them for robust, high-performance code…”

“…Throughout, Mayo's practical examples combine code with clear explanations of when and why you would perform each task. From start to finish, Programming the Microsoft Bot Framework is relentlessly practical, helping you translate the advanced "magic" of intelligent bots into real solutions right now…”

“…Coverage includes: New video-categorization schemes for assigning video-packet-to-network differentiated service classes Adaptive packet-forwarding mechanisms that improve cooperation between multimedia applications and networks Dynamic QoS mapping-control schemes that let DiffServ networks deliver variable media streams with consistent quality Fine-Grained Scalable MPEG-4-based video streamingoseamlessly integrating rate adaptation, prioritized packetization, and loss-based differential forwarding Joint-source-network approach: layered video combining application-level UEP with network-level QoS support New network service models for layered video multicasting across DiffServ networks Whether you're a multimedia researcher, designer, developer, or implementer, these advanced techniques can help you optimize performance, content categorization, and quality control…”

“…Finally, you'll learn a technique called data normalization or standardization, which will improve the performance of the algorithms very much compared to a non-scaled dataset. …”

“…Then, master all these cutting-edge techniques: Overclock Raspberry Pi for better performance Link Raspberry Pi to the Arduino and Arduino clones, including the AlaMode and the Gertboard Use the Pi to build electronics prototypes using a breadboard…”

“…The dual contribution of this volume, theoretical and empirical, holds promise for a more thorough and innovative understanding of the pathways to partnership effectiveness and the conditions that can shape their performance. The broad range of case studies and cross-cutting analyses suggest important practical implications for the design of new partnerships and the updating of existing initiatives. …”

“…In response, Storr develops a theoretical and practical response to concerns of professional ethics, responsible performance, and the training and education of journalists in the region. …”

“…The purification of the obtained solution was performed using neutralization agents such as sodium hydroxide and calcium carbonate or more selective precipitation agents such as sodium carbonate and oxalic acid. …”

“…Building Web APIs with ASP.NET Core teaches you how to write safe, maintainable, and performant REST APIs. It's full of best practices for modern and classic API styles, including REST and GraphQL. …”

“…Understand the types of problems that messaging systems address Explore three primary messaging patterns: point-to-point, publish-subscribe, and a hybrid of both Dive into ActiveMQ, a classic broker-centric design implemented through Java libraries that works for a broad range of messaging use cases Examine Kafka, a distributed system that can be scaled to provide massive performance and fault tolerance through replication Learn the mechanical complexities that message-based systems need to address, and some patterns you can apply to deal with those complexities…”