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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.

We know that the key to getting ahead and launching our ideas is building and sustaining a high-quality and diverse network. But the days of handing out hundreds of business cards at conferences and hoping for the best are over. Our networks need to be both strategic and authentic, made up of real relationships that bring real value. The HBR Guide to Smarter Networking will give you the tools and the confidence you need to make valuable connections, get your ideas off the ground, draw on others' expertise, scope out business opportunities, and land coveted roles.