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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 monumental history, Vaclav Smil provides a comprehensive account of how energy has shaped society, from pre-agricultural foraging societies through today's fossil fuel-driven civilization and offers listeners a magisterial overview of humanity's energy eras.

The spirit has an unlimited capacity for self-healing and divine connection. This enlightening recording teaches you to view your health through a spiritual-biological lens to see a new picture of how the human body heals. In 12 step-by-step sessions, Dr. Caroline Myss presents every phase of her groundbreaking work on energy medicine, including the "map" of your body's seven energy centers, its relationship to sacred texts and divine power, and principles of intuitive diagnosis.

Advanced Energy Anatomy guides you to a new understanding of how archetypes and other unconscious forces relate to problems of health, addiction, self-esteem, and victimhood, while opening you to partnership with the divine power that makes everything in life possible. It is "so well organized and intimately expressed," says AudioFile, "that repeated listening and sharing with friends will be hard to resist."