1IMPORTANT SAFEGUARDSWhen using electrical appliances, basic safety precautions should always befollowed, including the following:❑Read all instructions.❑Do not touch hot surfaces. Use handles or knobs.❑To protect against electrical shock do not immerse cord, plugs or appliance inwater or other liquid.❑Close supervision is necessary when any appliance is used by or nearchildren.❑Unplug from outlet when not in use and before cleaning. Allow to cool beforeputting on or taking off parts.❑Do not operate any appliance with a damaged cord or plug, or after theappliance malfunctions or has been damaged in any manner. 2POLARIZED PLUG (USA/Mexico)This appliance has a polarized plug (one blade is wider than the other). To reducethe risk of electric shock, this plug is intended to fit into a polarized outlet onlyone way.
A project-based guide to the basics of deep learning.This concise, project-driven guide to deep learning takes readers through a series of program-writing tasks that introduce them to the use of deep learning in such areas of artificial intelligence as computer vision, natural-language processing, and reinforcement learning. The author, a longtime artificial intelligence researcher specializing in natural-language processing, covers feed-forward neural nets, convolutional neural nets, word embeddings, recurrent neural nets, sequence-to-sequence learning, deep reinforcement learning, unsupervised models, and other fundamental concepts and techniques. Students and practitioners learn the basics of deep learning by working through programs in Tensorflow, an open-source machine learning framework. 'I find I learn computer science material best by sitting down and writing programs,' the author writes, and the book reflects this approach.Each chapter includes a programming project, exercises, and references for further reading. An early chapter is devoted to Tensorflow and its interface with Python, the widely used programming language.
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