This includes mathematical operations with array data structures, Data Manipulation, Data Cleaning, machine learning, Data pipeline,... Læs mere
Focusing on the fundamentals of machine learning, this book covers broad areas of data-driven modeling, ranging from simple regression to advanced machine learning and optimization methods for applications in materials modeling and discovery.
Video tracking is a key research area in computer vision and aims to track unique objects in a given video, which are useful for various applications such as video conference, video editing, surveillance, and autonomous driving.
This book introduces the new paradigm of lifelong and continual learning dialogue systems to endow dialogue systems with the ability to learn continually by themselves through their own self-initiated interactions with their users and the working environments.
Next, neural networks are presented as a means to learn a classification model directly from labeled sample images, with individual components of the network discussed.
This book starts from the classic recommendation algorithms, introduces readers to the basic principles and main concepts of the traditional algorithms, and analyzes their advantages and limitations.
This book serves as a textbook for students and instructors of image processing, covering the theoretical foundations and practical applications of some of the most prevalent image processing methods and approaches.
This book provides comprehensive research and explores the different applications of data science and machine learning in subsurface engineering.
Introduces fundamental principles of deep learning with the explanation of basic elements required for understanding and applying deep learning models. Features coding... Læs mere
Machine Learning, Internet of Things (IoT) and data analytics are new and fresh technologies that are being increasingly adopted in the field of medicine.