Algorithms increasingly run our lives. They find books, movies, jobs, and dates for us, manage our investments, and discover new drugs. More and more, these algorithms work by learning from the trails of data we leave in our newly digital world. Like curious children, they observe us, imitate, and experiment. And in the world’s top research labs and universities, the race is on to invent the ultimate learning algorithm: one capable of discovering any knowledge from data, and doing anything we want, before we even ask.

Machine learning is the automation of discovery-the scientific method on steroids-that enables intelligent robots and computers to program themselves. No field of science today is more important yet more shrouded in mystery. Pedro Domingos, one of the field’s leading lights, lifts the veil for the first time to give us a peek inside the learning machines that power Google, Amazon, and your smartphone. He charts a course through machine learning’s five major schools of thought, showing how they turn ideas from neuroscience, evolution, psychology, physics, and statistics into algorithms ready to serve you. Step by step, he assembles a blueprint for the future universal learner-the Master Algorithm-and discusses what it means for you, and for the future of business, science, and society.

If data-ism is today’s rising philosophy, this book will be its bible. The quest for universal learning is one of the most significant, fascinating, and revolutionary intellectual developments of all time. A groundbreaking book, The Master Algorithm is the essential guide for anyone and everyone wanting to understand not just how the revolution will happen, but how to be at its forefront.

The VI3 product suite includes several products that make up the full feature set of enterprise virtualization. The products in the VI3 suite include:* VMware ESX Server* VMware Virtual SMP* VMware VirtualCenter* Virtual Infrastructure Client* VMware VMotion* VMware Distributed Resource Scheduler (DRS)* VMware High Availability (HA)* VMware Consolidated Backup (VCB)

Rather than wait to introduce the individual products in their own chapters, I'll introduce each product so I can refer to the products and explain how they affect each piece of the design, installation, and configuration of your virtual infrastructure. Once you understand the basic functions and features of each product in the suite, you'll have a better grasp of how that product fits into the big picture of virtualization, and you'll more clearly understand how each of the products fits into the design.