Deep Learning and Practice with MindSpore

Download or read book Deep Learning and Practice with MindSpore written by Lei Chen and published by Springer Nature. This book was released on 2021-08-17 with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book systematically introduces readers to the theory of deep learning and explores its practical applications based on the MindSpore AI computing framework. Divided into 14 chapters, the book covers deep learning, deep neural networks (DNNs), convolutional neural networks (CNNs), recurrent neural networks (RNNs), unsupervised learning, deep reinforcement learning, automated machine learning, device-cloud collaboration, deep learning visualization, and data preparation for deep learning. To help clarify the complex topics discussed, this book includes numerous examples and links to online resources.