Hands-On Neural Networks with Keras

Neural networks are used to solve a wide range of problems in different areas of AI and deep learning. Hands-On Neural Networks with Keras will start with teaching you about the core concepts of neural networks. You will delve into combining different neural network models and work with real-world use cases, including computer vision, natural language understanding, synthetic data generation, and many more. (Limited-time offer)

Table of Contents

• Overview of Neural Networks
• A Deeper Dive into Neural Networks
• Signal Processing – Data Analysis with Neural Networks
• Convolutional Neural Networks
• Recurrent Neural Networks
• Long Short-Term Memory Networks
• Reinforcement Learning with Deep Q-Networks
• Autoencoders
• Generative Networks
• Section 4: Road Ahead
• Contemplating Present and Future Developments

Download Free PDF / Read Online