Deep Learning in Action: Real-World Applications

ISBN-13: 9786207844326 / Angielski / Miękka / 2025 / 168 str.

Souradeep Sarkar; Abhaya Kumar Sahoo; Samhita Dutta

Opis

Deep Learning in Action: Real-World Applications is an in-depth exploration of how deep learning - a subset of artificial intelligence (AI) - is practically applied across diverse sectors of modern society. Rather than emphasizing theoretical formulations or only foundational algorithms, this book focuses on bridging the gap between research and implementation. It demonstrates how neural networks, when thoughtfully designed and deployed, solve real-world problems that affect industries, businesses, and people's daily lives.The book serves as both an instructional manual and a strategic roadmap for professionals, students, researchers, and organizations looking to understand and apply deep learning technologies effectively. Through carefully crafted chapters, readers are introduced to real use cases, domain-specific models, deployment pipelines, and ethical considerations - all framed in practical, actionable terms.