Hands-On Convolutional Neural Networks with TensorFlow

Hands-On Convolutional Neural Networks with TensorFlow is an introduction to CNNs through solving real-world problems in deep learning while teaching you their implementation in popular Python library – TensorFlow. (Limited-time offer)

Table of Contents

• Setup and Introduction to TensorFlow
• Deep Learning and Convolutional Neural Networks
• Image Classification in TensorFlow
• Object Detection and Segmentation
• VGG, Inception Modules, Residuals, and MobileNets
• Autoencoders, Variational Autoencoders, and Generative Adversarial Networks
• Transfer Learning
• Machine Learning Best Practices and Troubleshooting
• Training at Scale

Download Free PDF / Read Online