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 developmentBook ...

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

Zu viele Kontakte frieren ein, weil Follow-ups entweder ausbleiben oder zu pushy wirken. "Radar-Pings, dauerhafte Bindung" liefert dir ein leichtes, ehrliches System, das kleine Berührungen in große Loyalität verwandelt. Stell dir dein Netzwerk wie eine Umlaufbahn vor: Mit einer klaren Wochenkadenz sendest du kurze, respektvolle Signale – nicht, um Aufmerksamkeit zu erzwingen, sondern um Verlässlichkeit zu zeigen. Du arbeitest mit Mikroimpulsen, die Minuten dauern und monatelang nachwirken...

Presents applied theory and advanced simulation techniques for electric machines and drivesThis book combines the knowledge of experts from both academia and the software industry to present theories of multiphysics simulation by design for electrical machines, power electronics, and drives. The comprehensive design approach described within supports new applications required by technologies sustaining high drive efficiency. The highlighted framework considers the ...

The fifth volume in the Harte Research Institute’s landmark scientific series on the Gulf of Mexico provides the first comprehensive study that covers the major core subjects of chemical oceanography in the Gulf. It synthesizes a tremendous amount of established research, together with the most recent information emerging from studies conducted during and after the Macondo Well oil spill that resulted from the explosion of the Deepwater Horizon drilling platform. Situated within the bounda...

Beyond the Numbers presents a thought-provoking series of essays by leading authorities on issues of population and consumption. The essays both define the poles of debate and explore common ground beyond the polarized rhetoric.Specific chapters consider each of the broad topics addressed at the International Conference on Population and Development held in September 1994 in Cairo, Egypt. The essays are supplemented by sidebars and short articles featuring more-impassioned...

Discusses key methods for monitoring soil healthComprehensive review of techniques to manage soil health, such as the use of rotations, intercropping and cover cropsCase studies of ways of supporting smallholders in maintaining soil health in regions such as Africa, Asia and South America.

This study examines the links between adjustment policies and growth in a small group of developing countries- Bangladesh, Chile, Ghana, India, Mexico, Morocco, Senegal, and Thailand - during 1970 -93. It provides an overview of the adjustment and growth experience, examines in depth several policy issues of particular interest, and distills the principal policy lessons for the design of adjustment policies.

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 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...