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Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications

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 dat…

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System Design Interview – An insider's guide

The system design interview is considered to be the most complex and most difficult technical job interview by many. This book provides a step-by-step framework on how to tackle a system design questi…

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Designing Data-Intensive Applications

Data is at the center of many challenges in system design today. Difficult issues need to be figured out, such as scalability, consistency, reliability, efficiency, and maintainability. In addition, w…

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System Design Interview – An Insider's Guide: Volume 2

System Design Interview - An Insider's Guide (Volume 2)

This book can be seen as a sequel to the book: System Design Interview - An Insider’s Guide. It covers a different set of system design interview…

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AI Engineering: Building Applications with Foundation Models

Recent breakthroughs in AI have not only increased demand for AI products, they've also lowered the barriers to entry for those who want to build AI products. The model-as-a-service approach has trans…

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Natural Language Processing with Transformers: Building Language Applications with Hugging Face

Since their introduction in 2017, transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of natural language processing tasks. If you're a data …

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The First 90 Days: Critical Success Strategies for New Leaders at All Levels

Since its original release, The First 90 Days has become the bestselling globally acknowledged bible of leadership and career transitions. In this updated and expanded 10th anniversary edition, intern…

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The Staff Engineer's Path: A Guide for Individual Contributors Navigating Growth and Change

For years, companies have rewarded their most effective engineers with management positions. But treating management as the default path for an engineer with leadership ability doesn't serve the indus…

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Deep Learning for Coders with Fastai and Pytorch: AI Applications Without a PhD

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Benjamin Franklin: An American Life

Benjamin Franklin is the Founding Father who winks at us. An ambitious urban entrepreneur who rose up the social ladder, from leather-aproned shopkeeper to dining with kings, he seems made of flesh ra…

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Drive: The Surprising Truth About What Motivates Us

The New York Times bestseller that gives readers a paradigm-shattering new way to think about motivation

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At most technology companies, you’ll reach Senior Software Engineer, the career level for software engineers, in five to eight years. At that career level, you’ll no longer be required to work towards…

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Machine Learning System Design Interview

Machine Learning System Design Interview similar books