Master deep learning concepts by building models from the ground up with Python. This comprehensive guide, 'Deep Learning from Scratch,' by Seth Weidman, takes you through the fundamental principles, enabling you to understand and implement complex neural networks. Perfect for aspiring machine learning engineers and data scientists looking to gain a deep, practical understanding of deep learning without relying solely on high-level libraries. Key Features: - Learn core deep learning algorithms from their foundational math. - Build neural networks layer by layer using pure Python. - Gain insights into how popular deep learning frameworks operate under the hood. - Develop practical skills for real-world applications. This book is an essential resource for anyone serious about understanding the inner workings of deep learning. It provides a solid foundation for further study and experimentation in the field of artificial intelligence. Product Summary: Deep Learning from Scratch, Python, Neural Networks, Machine Learning, Seth Weidman, O'Reilly Media, First Principles, AI, Data Science.