Deep Learning and Practice with MindSpore

von Lei Chen

394 Seiten, Hardcover

Kurzbeschreibung des Verlags

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.

• Reihe: Cognitive Intelligence and Robotics
• Themen: Informatik und Informationstechnologie Informatik Künstliche Intelligenz (KI) Maschinelles Lernen
• ISBN: 9789811622328
• Sprache: Englisch
• Erscheinungsdatum: 18.08.2021
• Größe: 23.5 x 15.5 cm
• Verlag: Springer Singapore
• Übersetzung: Yunhui Zeng