Practical Deep Learning
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About
Practical Deep Learning for Cloud, Mobile & Edge is a step-by-step guide that teaches how to build practical deep learning applications. It covers training, tuning, and deploying computer vision models with Keras, TensorFlow, Core ML, and TensorFlow Lite. It also explores AI development for devices like Raspberry Pi, Jetson Nano, and Google Coral. The book includes projects like simulating an autonomous car and building a miniature version with reinforcement learning. It teaches transfer learning, and offers tips for maximizing model accuracy, debugging, and scaling to millions of users.
Platform
Task
Features
• debugging
• uses keras, tensorflow, core ml, and tensorflow lite
• teaches how to build practical deep learning applications
• scaling to millions of users
• provides tips for maximizing model accuracy and speed
• uses transfer learning to train models quickly
• offers projects like an autonomous car simulation
• develop ai for devices like raspberry pi, jetson nano, and google coral
Pricing Plans
Amazon
Unknown PriceO'Reilly
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