443: The End of Jobs

Deep Learning Illustrated is a comprehensive guide to deep learning, offering a unique visual and interactive approach. It explains deep learning techniques through straightforward analogies, vivid illustrations, and hands-on Python code in Jupyter notebooks. The book covers essential theory, including artificial neurons, training, optimization, convolutional nets, recurrent nets, generative adversarial networks (GANs), and deep reinforcement learning. It also focuses on practical applications such as machine vision, natural language processing, image generation, and game-playing algorithms, using libraries like Keras, TensorFlow, and PyTorch.

The Birthday Rules offers a structured approach to help parents create a safe environment for communication and unconditional love. It suggests using a child's birthday as an opportunity to discuss important topics, grant permissions, and explain responsibilities. The book addresses challenges in raising well-adjusted children amidst changing technology and social norms.