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Beckner M: BizTalk 2006 Recipes

BizTalk 2006 Recipes

A Problem-Solution Approach

Setup and Development.- Schemas .- Maps.- Messaging.- Orchestration.- Rules Engine.- Adapters.- Deployment.- Admin and Operations.- BAM (Business Activity Monitoring).

The Sunday Times and #1 New York Times Bestseller 'The Technological Republic is far too important to ignore' Times Literary Supplement Silicon Valley's brightest minds once collaborated with governments to advance technologies, securing the West's dominance on the global stage. But that relationship has corroded - with perilous repercussions for us all. Lifting the veil on tech giant Palantir and its broader political project, visionary co-founder and CEO Alexander C. Karp and his long-time deputy Nicholas W. Zamiska offer a searing critique of our collective culture of complacency. To regain geopolitical power and preserve our freedoms, we must tackle the world's most pressing challenges - including the artificial intelligence arms race - together and head-on. Now is the time for the West to wake up. 'Bold and ambitious ... Essential reading' Eric Schmidt 'Fascinating' Financial Times 'A stirring manifesto' Niall Ferguson 'Provocative and insightful' Jamie Dimon

Hard Power, Soft Belief, and the Future of the West

The Technological Republic

Ready to build production-grade applications with generative AI? This practical guide takes you through designing and deploying AI services using the FastAPI web framework. Learn how to integrate models that process text, images, audio, and video while seamlessly interacting with databases, filesystems, websites, and APIs. Whether you're a web developer, data scientist, or DevOps engineer, this book equips you with the tools to build scalable, real-time AI applications. Author Alireza Parandeh provides clear explanations and hands-on examples covering authentication, concurrency, caching, and retrieval-augmented generation (RAG) with vector databases. You'll also explore best practices for testing AI outputs, optimizing performance, and securing microservices. With containerized deployment using Docker, you'll be ready to launch AI-powered applications confidently in the cloud. <ul> <li>Build generative AI services that interact with databases, filesystems, websites, and APIs</li> <li>Manage concurrency in AI workloads and handle long-running tasks</li> <li>Stream AI-generated outputs in real time via WebSocket and server-sent events</li> <li>Secure services with authentication, content filtering, throttling, and rate limiting</li> <li>Optimize AI performance with caching, batch processing, and fine-tuning techniques</li></ul> Visit the Book's Website.

A Practical Approach to Developing Context Rich Generative AI Applications

Building Generative AI Services with Fastapi

To deliver the insights that give them a competitive advantage, organizations increasingly turn to the proven Medallion architecture. Yet implementing a robust data architecture can be difficult, particularly when it comes to using the Medallion architecture's Bronze, Silver, and Gold layers--done wrong, it can hamper your ability to make data-driven decisions. This practical guide helps you build a Medallion architecture the right way with Azure Databricks and Microsoft Fabric. Drawing on hands-on experience from the field, Piethein Strengholt demystifies common assumptions and complex problems you'll face when embarking on a new data architecture. Architects and engineers of all stripes will find answers to the most typical questions along with insights from real organizations about what's worked, what hasn't, and why. You'll learn: <ul> <li>Learn how to build a Medallion architecture with Azure Databricks and Microsoft Fabric</li> <li>Gain insights from three real case studies that illustrate practical field experience and lessons learned</li> <li>Explore scaling considerations, including governance, security, generative AI, and more</li> <li>Make informed decisions when designing or implementing new data architectures</li> <li>Get proven patterns for success that align with broader organizational objectives</li> </ul>

Building Medallion Architectures

Your Python code may run correctly, but what if you need it to run faster? This practical book shows you how to locate performance bottlenecks and significantly speed up your code in high-data-volume programs. By explaining the fundamental theory behind design choices, this expanded edition of High Performance Python helps experienced Python programmers gain a deeper understanding of Python's implementation. How do you take advantage of multicore architectures or compilation? Or build a system that scales up beyond RAM limits or with a GPU? Authors Micha Gorelick and Ian Ozsvald reveal concrete solutions to many issues and include war stories from companies that use high-performance Python for GenAI data extraction, productionized machine learning, and more. <ul> <li>Get a better grasp of NumPy, Cython, and profilers</li> <li>Learn how Python abstracts the underlying computer architecture</li> <li>Use profiling to find bottlenecks in CPU time and memory usage</li> <li>Write efficient programs by choosing appropriate data structures</li> <li>Speed up matrix and vector computations</li> <li>Process DataFrames quickly with Pandas, Dask, and Polars</li> <li>Speed up your neural networks and GPU computations</li> <li>Use tools to compile Python down to machine code</li> <li>Manage multiple I/O and computational operations concurrently</li> <li>Convert multiprocessing code to run on local or remote clusters</li> </ul>

Practical Performant Programming for Humans

High Performance Python

The leadership model for a world in motion. The leadership model for a world in motion. Today’s business environment demands more than traditional leadership—it requires adaptability, strategic vision, clarity, and courage. Fit for Uncertainty is your essential guide to leading through complexity with purpose and resilience. Drawing from a career of executive leadership in Financial Services technology, Marianne Bachynski introduces a practical model for adaptive leadership rooted in six essential principles: <ul> <li>Strategic Leadership</li> <li>An Adaptive Mindset</li> <li>Humility and Empowerment</li> <li>Accountability and Focus</li> <li>Effective Communication</li> <li>Cultural Transformation</li> </ul> With powerful real-world insights, Fit for Uncertainty shows you how to build empowered teams, make decisions with confidence, and drive meaningful change—even when the path ahead is unclear. Whether you’re navigating disruption, scaling transformation, or building a change-ready culture, this book equips you to lead with purpose and adapt to change in any environment. Fit for Uncertainty helps you shift from reaction to intention—leading with strategic clarity, a human-centered approach, and the agility to thrive in disruption.

Lead with Purpose, Adapt to Change

Fit for Uncertainty

The book, The Future of Human-Computer Integration: Industry 5.0 Technology, Tools and Algorithms, provides a valuable insight into how Industry 5.0 technologies, tools, and algorithms can revolutionise industries and drive innovation.

Industry 5.0 Technology, Tools, and Algorithms

The Future of Human-Computer Integration

Synthetic Media, Deepfakes, and Cyber Deception: Attacks, Analysis, and Defenses introduces the only analytical Synthetic Media Analysis Framework (SMAF) to help describe cyber threats and help security professionals anticipate and analyze attacks. This framework encompasses seven dimensions: Credibility, Control, Medium, Interactivity, Familiarity, Intended Target, and Evocation. Synthetic media is a broad term that encompasses the artificial manipulation, modification, and production of information, covering a spectrum from audio-video deepfakes to text-based chatbots. Synthetic media provides cyber attackers and scammers with a game-changing advantage over traditional ROSE attacks because they have the potential to convincingly impersonate close associates through text, imagery, voice, and video. This burgeoning threat has yet to be meaningfully addressed through any written treatment on the topic. The book is co-authored by three cyber influence and deception experts who have gained deep knowledge and experience on the topic through diverse, true operational pathways and backgrounds. The diversity and perspectives of the author team makes the content in the book the broadest and deepest treatment of synthetic media attacks available to readers.

Attacks, Analysis, and Defenses

Synthetic Media, Deepfakes, and Cyber Deception

Strategies for Thriving in the Age of Innovation and Disruption

Navigating Digital Transformation and Leading Change

Chapman & Hall/CRC Computational Science

Illustrating theoretical foundations and incorporating practitioners' first-hand experience, book is a practical guide to successful Autonomous Experimentation.

Methods and Applications of Autonomous Experimentation

With the introduction of the EU AI Act, companies employing AI systems face a new set of comprehensive and stringent regulations. Dr. Larysa Visengeriyeva offers a much-needed guide for navigating these unfamiliar regulatory waters to help you meet compliance challenges with confidence. From explaining the legislative framework to sharing strategies for implementing robust MLOps and data governance practices, this wide-ranging book shows you the way to thrive under the EU AI Act, not just survive. It's an indispensable tool for engineers, data scientists, and policymakers engaged in or planning for AI deployments within the EU. By reading, you'll gain: <ul> <li>An in-depth understanding of the EU AI Act, including the four risk categories and what they mean for you</li> <li>Strategies for compliance, including practical approaches to achieving technical readiness</li> <li>Actionable advice on applying MLOps methodologies to ensure ongoing compliance</li> <li>Insights on the implications of the EU's pioneering approach to AI regulation and its global effects</li> </ul>

Navigating the EU Regulatory Requirements

The AI Engineer's Guide to Surviving the EU AI Act

A Practical Guide for Engineering Leaders

Generative AI in Software Development

How will businesses use quantum technology in the future? What problems will a quantum computer solve? How long will it take before these devices become commercially relevant?,With the first generation of quantum computers on the horizon, understanding their impact is more relevant than ever. Luckily, you don't need a physics degree to understand the functionality of these computers, just like you don't need to know how a transistor works to excel in conventional IT. This book is the perfect introduction to the opportunities and threats of quantum technologies. It equips you with the necessary knowledge to join cutting-edge discussions and make strategic decisions.

Introduction to Quantum Computing for Business

BizTalk 2006 Recipes

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