AI Revolution: Exploring Concepts in DL by Emilio Soria Olivas(.ePUB)+
File Size: 53.5 MB
AI Revolution: Exploring Advanced Concepts in Deep Learning (Studies in Computational Intelligence) by Emilio Soria Olivas, Pablo Rodríguez Belenguer, Diego Bonilla Salvador, Emma Amorós Belda, Pablo Hernández Cámara, Manuel Sánchez-Montañés
Requirements: .ePUB, .PDF reader, 53.5 MB | True PDF, True EPUB
Overview: This comprehensive textbook offers a unique approach to learning Machine Learning and Deep Learning by seamlessly integrating theoretical foundations with hands-on laboratory exercises. The book bridges the gap between theory and practice, providing students and practitioners with both the conceptual understanding and practical implementation skills necessary in today’s AI landscape. Each chapter follows a carefully structured format that combines theoretical explanations with immediate practical applications. This innovative approach allows readers to reinforce their understanding through direct implementation, creating a more engaging and effective learning experience. Our journey begins with the early ideas of artificial neurons and leads through the architectures and models that define modern AI, including convolutional and recurrent neural networks, transformers, and generative models. Each chapter combines theoretical exposition with hands-on laboratory exercises, supported by open-source code that can be run directly in the cloud using platforms like Google Colab. Examples in Python.
Genre: Non-Fiction > Tech & Devices
Free Download links: