Tag: Deep

Deep Learning for Seismic Data Enhancement and Representation


Free Download Deep Learning for Seismic Data Enhancement and Representation
English | 2024 | ISBN: 3031757440 | 287 Pages | PDF EPUB (True) | 182 MB
Seismic imaging is a key component of subsurface exploration, and it depends on a high-quality seismic data acquisition system with effective seismic processing algorithms. Seismic data quality concerns various factors such as acquisition design, environmental constraints, sampling resolution, and noises. The focus of this book is to investigate efficient seismic data representation and signal enhancement solutions by leveraging the powerful feature engineering capability of deep learning.

(more…)

Building Scalable Deep Learning Pipelines on AWS


Free Download Building Scalable Deep Learning Pipelines on AWS: Develop, Train, and Deploy Deep Learning Models
English | 2024 | ASIN : B0DG4N89W1 | 749 Pages | PDF | 5 MB
This book is your comprehensive guide to creating powerful, end-to-end deep learning workflows on Amazon Web Services (AWS). The book explores how to integrate essential big data tools and technologies―such as PySpark, PyTorch, TensorFlow, Airflow, EC2, and S3―to streamline the development, training, and deployment of deep learning models.

(more…)

Applied Deep Learning on Graphs Leveraging Graph Data to Generate Impact Using Specialized Deep Learning Architectures


Free Download Applied Deep Learning on Graphs: Leveraging Graph Data to Generate Impact Using Specialized Deep Learning Architectures by Lakshya Khandelwal, Subhajoy Das
English | December 27th, 2024 | ISBN: 1835885977 | 250 pages | True PDF | 19.68 MB
Gain a deep understanding of applied deep learning on graphs from data, algorithm, and engineering viewpoints to construct enterprise-ready solutions using deep learning on graph data for wide range of domains

(more…)

The Ultimate Home Cook’s Guide to Deep Frying Tempting Recipes for the Perfect Crunchy Meals


Free Download The Ultimate Home Cook’s Guide to Deep Frying: Tempting Recipes for the Perfect Crunchy Meals by Ana Rose
English | July 23, 2023 | ISBN: N/A | ASIN: B0CCP88VKK | 111 pages | EPUB | 9.69 Mb
Get ready to transform your home into a culinary wonderland bursting with deliciousness straight out of your deep fryer! Join us on this thrilling escapade with "The Ultimate Home Cook’s Guide to Deep Frying" at hand, taking you on a journey to discover the secrets behind turning ho-hum menu items into something extraordinary. From tips on utilizing your trusty machine to selecting the best ingredients and ensuring golden-frozen perfection, nothing goes amiss in this ultimate guidebook companion.

(more…)

Applications of Game Theory in Deep Learning (SpringerBriefs in Computer Science)


Free Download Applications of Game Theory in Deep Learning (SpringerBriefs in Computer Science) by Tanmoy Hazra, Kushal Anjaria, Aditi Bajpai
English | March 20, 2024 | ISBN: 3031546520 | 96 pages | MOBI | 0.96 Mb
This book aims to unravel the complex tapestry that interweaves strategic decision-making models with the forefront of deep learning techniques. Applications of Game Theory in Deep Learning provides an extensive and insightful exploration of game theory in deep learning, diving deep into both the theoretical foundations and the real-world applications that showcase this intriguing intersection of fields. Starting with the essential foundations for comprehending both game theory and deep learning, delving into the individual significance of each field, the book culminates in a nuanced examination of Game Theory’s pivotal role in augmenting and shaping the development of Deep Learning algorithms. By elucidating the theoretical underpinnings and practical applications of this synergistic relationship, we equip the reader with a comprehensive understanding of their combined potential. In our digital age, where algorithms and autonomous agents are becoming more common, the combination of game theory and deep learning has opened a new frontier of exploration. The combination of these two disciplines opens new and exciting avenues. We observe how artificial agents can think strategically, adapt to ever-shifting environments, and make decisions that are consistent with their goals and the dynamics of their surroundings. This book presents case studies, methodologies, and real-world applications.

(more…)

Deep Learning for 3D Point Clouds


Free Download Deep Learning for 3D Point Clouds
English | 2025 | ISBN: 9819795699 | 330 Pages | PDF (True) | 25 MB
As an efficient 3D vision solution, point clouds have been widely applied into diverse engineering scenarios, including immersive media communication, autonomous driving, reverse engineering, robots, topography mapping, digital twin city, medical analysis, digital museum, etc. Thanks to the great developments of deep learning theories and methods, 3D point cloud technologies have undergone fast growth during the past few years, including diverse processing and understanding tasks. Human and machine perception can be benefited from the success of using deep learning approaches, which can significantly improve 3D perception modeling and optimization, as well as 3D pre-trained and large models. This book delves into these research frontiers of deep learning-based point cloud technologies.

(more…)

Deep Brain Stimulation New Developments, Procedures and Applications


Free Download Alden G. Sloan, "Deep Brain Stimulation: New Developments, Procedures and Applications "
English | ISBN: 1619425998 | 2013 | 171 pages | PDF | 6 MB
In this book, the authors present current research in the study of the new developments, procedures and applications in the field of deep brain stimulation. Topics discussed in this compilation include deep brain stimulation for Gilles de Tourette syndrome; the impact of subthalamic stimulation on autonomic dysfunction in Parkinson’s disease; deep brain stimulation in treatment-resistant depressive disorders; and gamma knife thalamotomy for disabling tremors as an alternative to DBS.

(more…)