Design, build, and secure scalable machine learning (ML) systems to solve real-world business problems with Python and AWS Purchase of the print or Kindle book includes a free PDF eBookKey FeaturesGo in-depth into the ML lifecycle, from ideation and data management to deployment and scalingApply risk management techniques in the ML lifecycle and design architectural patterns for various ML platforms and solutionsUnderstand the generative AI lif...

Build highly secure and scalable machine learning platforms to support the fast-paced adoption of machine learning solutionsKey FeaturesExplore different ML tools and frameworks to solve large-scale machine learning challenges in the cloudBuild an efficient data science environment for data exploration, model building, and model trainingLearn how to implement bias detection, privacy, and explainability in ML model development

Build highly secure and scalable machine learning platforms to support the fast-paced adoption of machine learning solutionsKey FeaturesExplore different ML tools and frameworks to solve large-scale machine learning challenges in the cloudBuild an efficient data science environment for data exploration, model building, and model trainingLearn how to implement bias detection, privacy, and explainability in ML model developmentBook ...

Significant progress has been made on nonlinear control systems in the past two decades. However, many of the existing nonlinear control methods cannot be readily used to cope with communication and networking issues without nontrivial modifications. For example, small quantization errors may cause the performance of a "well-designed" nonlinear control system to deteriorate.Motivated by the need for new tools to solve complex problems resulting from smart power grids, biological pr...

This book presents the proceedings of the 1st EAI International Conference on Technology, Innovation, Entrepreneurship and Education (TIE 2017), which took place at Canterbury Christ Church University on September 11-12, 2017. The central theme of the conference is creativity and innovation, especially in relation to technology, business, education, social and political needs that make modern society flourish. The proceedings feature papers from a cross-disciplinary audience that explore t...

Heterogeneous Computing with OpenCL 2.0 teaches OpenCL and parallel programming for complex systems that may include a variety of device architectures: multi-core CPUs, GPUs, and fully-integrated Accelerated Processing Units (APUs). This fully-revised edition includes the latest enhancements in OpenCL 2.0 including: • Shared virtual memory to increase programming flexibility and reduce data transfers that consume resources • Dynamic parallelism which reduces processor load and avoids bottl...

In the twentieth century, in both China and the West, ritual became marginalized in the face of the growth of secularism and individualism. In China, Confucianism and its essentially ritualistic comportment to the world were vigorously suppressed during the Cultural Revolution (1966-1976) under Mao Zedong. But de-ritualization already took place as a result of the Chinese Revolution of 1911 under Sun Yat-Sen. In the West, while the process of de-ritualization has been generally more gradua...

This book is a comprehensive guide to the digitalisation of local energy systems, exploring the latest technologies and strategies for enhancing efficiency, resilience, and sustainability. Written by leading experts in the field, the book covers key topics such as smart grids, IoT devices, blockchain technology, data analytics, renewable energy integration, demand-side management, electric vehicles, energy storage, virtual power plants, policy and regulation, and cybersecurity. With real-w...

The first study of colonial Taiwan in English, this volume brings together seventeen essays by leading scholars to construct a comprehensive cultural history of Taiwan under Japanese rule. Contributors from the United States, Japan, and Taiwan explore a number of topics through a variety of theoretical, comparative, and postcolonial perspectives, painting a complex and nuanced portrait of a pivotal time in the formation of Taiwanese national identity.Essays are grouped into four ca...

This book presents the proceedings of the 2nd EAI International Conference on Technology, Innovation, Entrepreneurship and Education (TIE' 2018), which took place at Ravensbourne University London, London, UK, on September 4, 2018. The central theme of the conference is emerging technologies in relation to business, education, social and political needs that make modern society flourish. The proceedings feature papers from a cross-disciplinary audience that explore the process of creativit...

This open access book is the first of its kind that examines the urban development trajectory, sustainability, and urban policies' role across seven different countries in Asia and Africa. It offers theoretical and policy contributions emerging from a rigorous analysis of conditions on the ground in each city, combined with a critical engagement with urban policy in the respective city/country. It examines key developments in national urban policy over the years and maps emerging urbanizat...

This open access book provides recent trends of urbanization and inequality in Africa and Asia. It addresses the inequality challenges of urbanization and large-scale rural-to-urban migration. It answers questions around socio-economic and spatial inequalities and how serious those are in cities in Africa and Asia under 21st-century urbanization. Chapters demonstrate how the old neighborhood division in cities based on race, ethnicity, religion, apartheid, tribes, caste and migrant are rep...