Deep learning has become a powerful engine for working with artificial intelligence. Vivid illustrations and simple code examples take the guesswork out of building deep learning models, making complex tasks accessible and fun. John Krohn, Grant Beyleveld, and the amazing illustrator Aglae Bassens use vivid examples and analogies to explain what deep learning is , why it is so popular and how the concept relates to other machine learning approaches. The book is ideal for developers, data scientists, researchers, analysts, and aspiring programmers who want to apply deep learning to their work. The theoretical calculations are perfectly complemented by application code in Python in Jupyter notebooks. You'll learn techniques for creating efficient models in TensorFlow and Keras, as well as an introduction to PyTorch. Basic knowledge of deep learning will allow you to create real-world applications - from computer vision and natural language processing to image generation and gaming algorithms. Age limit: 16+