Build advanced Natural Language Understanding Systems by acquiring data and selecting appropriate technology. Key Features • Master NLU concepts from …
Learn the tricks and tips that will help you design Text Analytics solutions Key Features ● Independent recipes that will …
Build real-world time series forecasting systems which scale to millions of time series by applying modern machine learning and deep …
Learn traditional and cutting-edge machine learning (ML) and deep learning techniques and best practices for time series forecasting, including global …
"Machine learning is currently one of the most rapidly growing areas of research in computer science. This book covers the …
Take a problem-solving approach to learning all about transformers and get up and running in no time by implementing methodologies …
Since their introduction in 2017, Transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of …
Learn how you can perform named entity recognition using HuggingFace Transformers and spaCy libraries in Python. Named Entity Recognition (NER) …
A wide-ranging overview of the use of machine learning and AI techniques in financial risk management, including practical advice for …
Learn how to redesign NLP applications from scratch. Key Features Get familiar with the basics of any Machine Learning or …
Deep Learning Approach for Natural Language Processing, Speech, and Computer Vision provides an overview of general deep learning methodology and …
Deep Learning is becoming increasingly important in a technology-dominated world. However, the building of computational models that accurately represent linguistic …
In Real-world Natural Language Processing you will learn how to: • Design, develop, and deploy useful NLP applications • Create …
Deep learning methods offer a lot of promise for time series forecasting, such as the automatic learning of temporal dependence …
Create end-to-end systems that can power robots with artificial vision and deep learning techniques Key Features Study ROS, the main …
Create advanced applications with Python and OpenCV, exploring the potential of facial recognition, machine learning, deep learning, web computing, and …
Biology, medicine and biochemistry have become data-centric fields for which Deep Learning methods are delivering groundbreaking results. Addressing high impact …
This book provides an accessible introduction to the foundations of machine learning and deep learning in medicine for medical students, …
Work with advanced topics in deep learning, such as optimization algorithms, hyper-parameter tuning, dropout, and error analysis as well as …
About This Book Develop a sound strategy to solve predictive modelling problems using the most popular machine learning Java libraries. …
Deploy deep learning applications into production across multiple platforms. You will work on computer vision applications that use the convolutional …
Harness the power of MATLAB for deep-learning challenges. This book provides an introduction to deep learning and using MATLAB's deep-learning …
This book collects 14 articles from the Special Issue entitled “Deep Learning Applications with Practical Measured Results in Electronics Industries” …
This book significantly contributes the digital transformation of construction. The book explores the capabilities of deep learning to provide smart …
This book constitutes refereed articles which present research work on new and emerging topics such as distributed ledger technology, blockchains …
Deep and machine learning is the state-of-the-art at providing models, methods, tools and techniques for developing autonomous and intelligent systems …
This book presents an overview of recent methods of feature selection and dimensionality reduction that are based on Deep Neural …
Deep learning is providing exciting solutions for medical image analysis problems and is seen as a key method for future …
This book is a detailed reference guide on deep learning and its applications. It aims to provide a basic understanding …
The development of “intelligent” systems that can take decisions and perform autonomously might lead to faster and more consistent decisions. …
Deep Learning has claimed the attention of educators and policymakers around the world. This book not only defines what deep …
