Production System

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.

In this collection of essays and articles, key members of Google’s Site Reliability Team explain how and why their commitment to the entire lifecycle has enabled the company to successfully build, deploy, monitor, and maintain some of the largest software systems in the world. You’ll learn the principles and practices that enable Google engineers to make systems more scalable, reliable, and efficient - lessons directly applicable to your organization.

Dr. Liker's book, Developing Lean Leaders at All Levels: A Practical Guide was a 2016 winner of the Shingo Research and Professional Publication Award. We have taken the time to extract the individual seminars and lectures of Dr. Liker used to create this world-renowned publication and offer them in a series of bite-sized, topic-specific learning modules. Follow along as we see and hear Dr. Liker at those actual presentations delivered first hand to the students of Lean and Lean Practitioners.

The Art of Lean: Production Systems and Marketing Strategies in the Modern Era explores a range of production and operations management systems, including the Toyota Production System, the Speedy System, the Henry Ford Assembly Line, and Zara Just In Time, as well as the marketing and branding strategies of the Golden Circle and the "Lucky strike—It's toasted" scene from Mad Men.

Resting on a convincing body of evidence that violence is not a necessary component of conflict among states and between states and non-state actors, World Beyond War asserts that war itself can be ended. We humans have lived without war for most of our existence and most people live without war most of the time. Warfare arose about 10,000 years ago (only five percent of our existence as Homo Sapiens) and spawned a vicious cycle as peoples, fearing attack by militarized states, found it necessary to imitate them.

Wie schützt man sein Immunsystem nachhaltig? Den meisten fällt als erstes "gesunde Ernährung" ein, aber noch wichtiger ist die geistige Nahrung, die wir angeboten bekommen und zu uns nehmen. In Zeiten radikaler Veränderungen und sich spaltender Gesellschaften ist die Gefahr einer Vergiftung des Geistes brandaktuell. Wachsende Abhängigkeit der sozialen und Mainstream-Medien bis hin zu Zensur verdeutlicht die schwindende Trennung zwischen kommerziellen Interessen und journalistischem Auftrag.

What if you don’t feel anything towards your baby after birth? What if your baby doesn’t like you? In this book, you will discover the secret behind the misleading term of “maternal instinct"; the five-step routine system to quickly bond with your little one; a deep introspection on how a baby thinks; what your baby truly wants; a deep dive into how your baby approaches the world; an introduction to how your baby communicates with you; and more.

How to avoid feedback and other surprises when setting up PA systems. This easy to read guide is aimed at small groups using PA systems for podium and stage microphone, like churches and self-help groups, and makes concepts clear. Topics include how to avoid feedback by understanding what it is, with details covering speaker placement, microphones, mixing boards, and active and passive speakers.