The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedfor- ward networks, regularization, optimization algorithms, convolutional networks, sequence model- ing, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames.答复内容摘自《2021技术人的百宝黑皮书》,这本电子书收录开发者藏经阁 下载连接:https://developer.aliyun.com/ebook/download/7436
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