479: Knowledge Graphs

Presentation Zen challenges conventional wisdom on making slide presentations, encouraging a more creative and minimalist approach. The book emphasizes understanding the audience, telling a story, and using high-quality images, minimal text, and negative space to create visually appealing slides. It also covers design principles like contrast, repetition, alignment, and proximity, and provides tips on natural delivery, using multimedia, and overcoming common presentation challenges.

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.

In this book, Peter Godfrey-Smith delves into the evolution of intelligence and consciousness, particularly in cephalopods such as octopuses and cuttlefish. He argues that these creatures represent an independent experiment in the evolution of large brains and complex behavior, distinct from the evolutionary paths of vertebrates. Godfrey-Smith draws on his own scuba-diving experiences and the latest scientific research to explore how these animals' unique neural structures, including decentralized brain-like systems in their arms, enable their remarkable intelligence and adaptability. The book also reflects on the broader implications for understanding human consciousness and the nature of subjective experience.