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Learning Tensorflow.js
Given the demand for AI and the ubiquity of JavaScript, TensorFlow.js was inevitable. With this Google framework, seasoned AI veterans and web developers alike can help propel the future of AI-driven websites. In this guide, author Gant Laborde--Google Developer Expert in machine learning and the web--provides a hands-on end-to-end approach to TensorFlow.js fundamentals for a broad technical audience that includes data scientists, engineers, web developers, students, and researchers.You'll begin by working through some basic examples in TensorFlow.js before diving deeper into neural network architectures, DataFrames, TensorFlow Hub, model conversion, transfer learning, and more. Once you finish this book, you'll know how to build and deploy production-ready deep learning systems with TensorFlow.js.Explore tensors, the most fundamental structure of machine learningConvert data into tensors and back with a real-world exampleCombine AI with the web using TensorFlow.jsUse resources to convert, train, and manage machine learning dataBuild and train your own training models from scratch
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Atlas of Borders
Through 70 stunning infographics and maps, this exciting and timely book looks at the borders that define our current world. There are borders that are easily crossed and borders that are entirely impassable; there are visible borders – sometimes demarcated by fences, walls, flags and posts – and invisible borders – not seen on a physical map and oftentimes restrictive of access to targeted populations; there are land borders, maritime, political and cultural borders… Presenting 70 case studies through maps and infographics, two experts in geopolitics reflect on the modern world through the lens of border lines helping the reader make sense of a complex world. Atlas of Borders addresses the conflicts in Ukraine and the Middle East, the repercussions of Brexit, the Covid-19 pandemic, and the migration of peoples around the globe. Featuring up-to-date maps, the book also covers the aquatic borders of the Svalbard Islands, the borders of the eastern Mediterranean and the Blue Line dividing Lebanon and Israel. In a confusing and at times chaotic world that seemingly defies interpretation, this atlas sheds light on larger issues behind the lines that separate or connect us.
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