Artificial Neural Networks and Deep Learning
Artificial Neural Networks and Deep Learning
Authors: Dr. Nilesh S. Bhelkar and Dr. Manoj D. Patil
ISBN: 978-81-979650-6-7
DOI: https://doi.org/10.59646/andl/270
Date of Publication: September 13, 2024
About the Book
This book provides a comprehensive introduction to Artificial Neural Networks (ANNs) and Deep Learning, covering the fundamentals, algorithms, and applications of these transformative technologies. Spanning [Number] chapters, we delve into neural network foundations, deep learning architectures (CNNs, RNNs, LSTMs), advanced topics (attention mechanisms, generative models, transfer learning), and real-world applications in computer vision, natural language processing, and more. Featuring intuitive explanations, visualizations, practical examples, and insights from leading researchers and practitioners, this book serves as a valuable resource for students, researchers, practitioners, and professionals seeking to understand and apply ANNs and Deep Learning to drive innovation and solve complex problems.