Systems Processes

Machine learning systems are both complex and unique. Complex because they consist of many different components and involve many different stakeholders. Unique because they're data dependent, with data varying wildly from one use case to the next. In this book, you'll learn a holistic approach to designing ML systems that are reliable, scalable, maintainable, and adaptive to changing environments and business requirements. Author Chip Huyen, cofounder of Claypot AI, considers each design decision in the context of how it can help your system as a whole achieve its objectives.

For decades, business leaders have been handed the same dusty rulebook—outdated management theories rooted in control, incentives, and micromanagement. In the system _, Derrick Mains tears it all down and rebuilds it for the modern world.

This book offers therapists an integrated approach to adding a polyvagal foundation to their work with clients. With clear explanations of the organizing principles of Polyvagal theory, this complex theory is translated into clinician and client-friendly language. Using a unique autonomic mapping process designed to effectively track autonomic response patterns, this book presents practical ways to work with clients' experiences of connection.

Following his book Captured on corporate capture of regulatory and government agencies, and his years of experience as a prosecutor, Senator Sheldon Whitehouse here turns his attention to the right-wing scheme to capture the courts, and how it influenced the Trump administration's appointment of over 230 "business-friendly" judges, including the last three justices of the United States Supreme Court.

Operational Excellence Handbook is designed for leaders and practitioners wishing to transform their organizations through strategy and culture, and through the application of operational excellence tools and techniques. This book will provide you with thought and guidance on: Strategic Approaches Cultural Leadership Practices and Methodologies Project Management Tool Selection and UseRod Baxter is principal of Value Generation Partners. He is author of Lean Six Sigma DMAIC Workbook, Operational Excellence Handbook, SUCCESS Series handbooks, and Discover Your Inner Series of workbooks. Rod ...

In The Politics Industry, Katherine Gehl and Michael Porter ingeniously apply the tools of business analysis - and Porter's distinctive Five Forces framework - to show how the political system functions just as every other competitive industry does, and how the duopoly has led to the devastating outcomes we see today. Using this competition lens, Gehl and Porter identify the most powerful lever for change - a strategy comprised of a clear set of choices in two key areas: how our elections work and how we make our laws.

The issues of poverty, inequality, racial injustice, and climate change have never been more pressing or paralyzing. Current approaches to social change, which rely on linear thinking and traditional power dynamics to "solve" social problems, are not helping. In fact, they may only be entrenching the status quo. This book draws on stories of committed social changemakers to uncover a set of principles and practices for social change that dramatically depart from the industrial approach. Simple yet profound, these stories distill timely lessons for leaders, scholars, and policymakers.

At the same time that the Civil Rights Movement brought increasing opportunities for blacks, the United States liberalized its immigration policy. While the broadening of the United States's borders to non-European immigrants fits with a black political agenda of social justice, recent waves of immigration have presented a dilemma for blacks, prompting ambivalent or even negative attitudes toward migrants. What has an expanded immigration regime meant for how blacks express national attachment?

Most coaches know that an extraordinary culture is the secret to an extraordinary team, but how do you create a strong team culture when the culture itself is so complex and always evolving? The good news is the process of creating a culture can be simple and almost effortless when you take a systematic approach. In The Culture System, sports coach and leadership consultant J.P. Nerbun shares his proven process that will help you find joy and fulfillment as a coach, while getting the results you desire.

American politics seems to grow more contentious and complicated by the day, and whether American democracy works well is hotly debated. Amidst all this roiling partisan argument and confusing claims and counterclaims, there has never been a greater need for an impartial primer on the basics of the American political system.

Unlock the Secrets to Success with the Power of Mental Models! What if you could solve complex problems, make better decisions, and navigate life’s challenges with ease? The answer lies in mastering mental models—the proven strategies that high achievers use every day. This book breaks down 30 essential mental models, giving you practical tools to think clearer, make smarter choices, and boost your overall effectiveness.Inside, You’ll Discover How To: Make Better Decisions: Learn the mental models that streamline your thought process, so you can make faster and more accurate decisions...

"Exploring SCADA Systems" is a comprehensive guide that takes you on a journey through the world of SCADA (Supervisory Control and Data Acquisition) systems. Whether you are a student, professional, or simply curious about industrial automation, this book provides a solid foundation to understand the principles, components, and applications of SCADA. In this book, you will delve into the fundamental concepts of SCADA and gain insights into its historical background and significance in various industries. You will explore the key components that make up a SCADA system, including data ...

ICOR® Journey: Your Blueprint to Ultimate Productivity Are you constantly overwhelmed by deadlines, emails, and meetings? Feel like you're drowning in tasks, missing out on crucial details, and never finding time to achieve your goals? You’re not alone. Many professionals face these challenges daily. But there’s a solution: the ICOR® Journey, created for busy professionals. This guide helps you build a personalized productivity system tailored to your unique needs, helping you achieve more with less effort. ICOR® isn’t about working harder—it’s about working smarter. Whether ...

Why is it so much easier for the Democratic Party to win the national popular vote than to build and maintain a majority in Congress? Why can Democrats sweep statewide offices in places like Pennsylvania and Michigan yet fail to take control of the same states' legislatures? Many place exclusive blame on partisan gerrymandering and voter suppression. But as political scientist Jonathan A. Rodden demonstrates in Why Cities Lose, the left's electoral challenges have deeper roots in economic and political geography.

Step into the future of petrochemical innovation with "Revolutionizing Petrochemical Processes," a groundbreaking eBook that not only dissects the intricacies of industry instrumentation and control but also illuminates the path forward with cutting-edge technological developments. Embark on a journey from the bedrock of petrochemical technology, charting the historical evolution and exploring the pivotal importance of instrumentation in optimizing industry's most critical processes. "Revolutionizing Petrochemical Processes" is your comprehensive guide to understanding how sophisticated ...

Running your own business means no two days ever look quite the same. One moment you’re replying to client emails, the next you’re brainstorming your next big project, and somewhere in between, you’re wearing a whole wardrobe of hats you never planned to own. When your to-do list seems to grow faster than you can check things off, it’s natural to wish for a better way to manage the chaos, without losing the personal touch that makes your business yours. That’s where this book comes in. Whether you’re feeling stuck at a crossroads, craving a little more order in your workday, or ...

This guide is excellent for beginners and those new to book publishing because it simplifies the process of writing non-fiction books and finding editors that assure those books are the best they can be. First, the preparation process that takes place before writing is discussed. Next, the writing process is broken down and described. Last, but certainly not least, the concept of editing is introduced along with specific types of editors and factors that influence the selection process. The editing section includes a decision-making table so a total score can be established and the best ...

Conquer the Water Operations Exam is a focused, easy-to-follow guide designed to support candidates preparing for certification exams in water treatment, wastewater management, and utility operations. Whether you are aiming for a state-level operator license or entering a career in municipal water utilities, this book provides an essential overview of the knowledge and responsibilities tested on most water operations exams. This concise study aid is part of the Conquer the Exam series—streamlined guides for professionals preparing for vocational and certification exams across a variety of...

Discover the Hidden World Behind Your Everyday Transactions What really happens when you tap your card or phone to pay? Uncover the fascinating, intricate dance of data and currency that powers our modern financial ecosystem in "The Financial System Explained: What Really Happens When You Swipe Your Card." Journey through the unseen realm of digital payments, where milliseconds contain universes of information. This eye-opening exploration peels back the layers of complexity to reveal: • The evolution from barter to bitcoin • The key players orchestrating every transaction • How your ...

Are you struggling with process inefficiencies that inflate costs and delay outcomes? Do you want to empower your team to deliver consistent, high-quality results? Are you ready to implement a proven methodology that drives continuous improvement and sustainable growth? The Lean Six Sigma Advantage is your essential guide for mastering Lean management, Six Sigma tools, and process improvement strategies that top global companies use to stay ahead. Whether you're a business leader, quality manager, project professional, or operations executive, this book offers a step-by-step framework to ...