Learning Management Systems

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.

A decade ago, developers built information-sharing software by writing a lot of custom code in a single code base, then adding layers of caching. Now we build information systems: interdependent software and services, data platforms, and event streams. Many of our software-to-systems initiatives fail, though, and when they do, we double down on traditional linear approaches. But linear thinking cannot resolve systems challenges. We need to shift to systems thinking.

In the years following her role as the lead author of the international best seller, Limits to Growth - the first book to show the consequences of unchecked growth on a finite planet - Donella Meadows remained a pioneer of environmental and social analysis until her untimely death in 2001. Thinking in Systems is a concise and crucial book offering insight for problem-solving on scales ranging from the personal to the global. Edited by the Sustainability Institute's Diana Wright, this essential primer brings systems thinking out of the realm of computers and equations and into the tangible world....

Author Brendan Burns demonstrates how you can adapt existing software design patterns for designing and building reliable distributed applications. Systems engineers and application developers will learn how these long-established patterns provide a common language and framework for dramatically increasing the quality of your system. This fully updated second edition includes new chapters on AI inference, AI training, and building robust systems for the real world.

In this volume in the MIT Press Essential Knowledge series, computer scientist John Kelleher offers an accessible and concise but comprehensive introduction to the fundamental technology at the heart of the artificial intelligence revolution. Kelleher explains some of the basic concepts in deep learning, presents a history of advances in the field, and discusses the current state of the art.

It started with a midnight insight. After a 15-year nightmare of coping with his struggling business, Sam Carpenter discovered and then developed a simple methodology that knocked his routine 80-hour workweek down to zero, while multiplying his net income by a factor of 100. Now, in 2021, here’s his best-selling business book, revised yet again, showing how you too can instantly break free to build the business and life of your dreams.

Are you ready to take control of your financial future and create the wealth you’ve always dreamed of? The Science of Getting Rich in Action by Nightingale Learning Systems is your comprehensive guide to doing just that. Inspired by Wallace D. Wattles’ classic 1910 text, The Science of Getting Rich, this program brings century-old wisdom into the 21st century, combining it with modern strategies and actionable steps for today’s world.

Polyvagal Theory (PVT) has had a tremendous impact on the mental health field, shedding light on how the nervous system predictably moves between different states in response to changing situations. School consultant Debra Em Wilson introduces PVT to educators and shows how using PVT-guided strategies can help create optimal learning environments. When school staff understand the role of the nervous system in learning, they can better help students develop the skills leading to increased resilience, adaptability, and flexibility.

Written by the premier author in Windows administration, William Stanek, and addressing the needs of Windows 2003 administrators and support staff, Classroom-To-Go Training Course for Managing Users, Computers, and Groups is designed to help you build your knowledge of Windows Server 2003.