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Machine Learning using Python
Machine Learning using Python introduces the concepts, techniques, and applications of machine learning with practical implementation using the Python programming language. The course focuses on data preprocessing, exploratory data analysis, and the use of supervised and unsupervised learning algorithms such as linear regression, classification, clustering, and decision trees. It covers popular Python libraries including NumPy, Pandas, Matplotlib, and Scikit-learn for building, training, and evaluating models. This subject equips learners with hands-on skills to develop intelligent data-driven solutions for real-world problems in domains such as business analytics, healthcare, and engineering.
Drupal 6 Attachment Views
"This hands-on tutorial will teach Drupal developers across the experience spectrum how to use Attachment displays in Views, to make quick progress in functionality and added-value to users! Views are a common way to display a collection of similar content types on one page. This book provides several examples of introducing additional displays onto a web page, and having them interact with each other. The result is pages that provide several types of information and behave more like a desktop application, increasing the value to your site visitors"--Resource description p.
Natural Language Processing
This textbook presents an up-to-date and comprehensive overview of Natural Language Processing (NLP), from basic concepts to core algorithms and key applications. Further, it contains seven step-by-step NLP workshops (total length: 14 hours) offering hands-on practice with essential Python tools like NLTK, spaCy, TensorFlow Kera, Transformer and BERT. The objective of this book is to provide readers with a fundamental grasp of NLP and its core technologies, and to enable them to build their own NLP applications (e.g. Chatbot systems) using Python-based NLP tools. It is both a textbook and NLP tool-book intended for the following readers: undergraduate students from various disciplines who want to learn NLP; lecturers and tutors who want to teach courses or tutorials for undergraduate/graduate students on NLP and related AI topics; and readers with various backgrounds who want to learn NLP, and more importantly, to build workable NLP applications after completing its 14 hours of Python-based workshops.
Proceedings of the Future Technologies Conference (FTC) 2025, Volume 4
This book aims to provide a comprehensive reference for the research community and practitioners engaged in future technologies. The Future Technologies Conference (FTC) 2025 was held on 6–7 November 2025 in Munich, Germany, bringing together researchers, academics, and industry professionals to present and discuss advances in various technology areas. The conference encompassed topics such as Technology Trends, Artificial Intelligence, Computer Vision, Data Science, Computing, Ambient Intelligence, Security, and e-Learning. A total of 485 papers were submitted, and following a thorough peer-review process, 175 papers were accepted for publication. These proceedings include contributions that highlight both foundational research and practical applications in emerging technologies.
Exploring the Role of ICTs in Healthy Aging
Technological innovation continues to be present in all areas of our lives, offering seemingly endless possibilities. As technology is increasingly implemented in healthcare applications, it is necessary to understand whether users respond to a predefined organizational strategy of model of care or whether they will become wholly dependent on the healthcare technology. This understanding is especially crucial when dealing with the possibility of generating inequities, especially with individuals that are elderly. Exploring the Role of ICTs in Healthy Aging is a collection of innovative research that proposes the detailed study of a strategic framework for the development of technological inn...
Cybersecurity and Privacy in Cyber Physical Systems
Cybersecurity and Privacy in Cyber-Physical Systems collects and reports on recent high-quality research that addresses different problems related to cybersecurity and privacy in cyber-physical systems (CPSs). It Presents high-quality contributions addressing related theoretical and practical aspects Improves the reader’s awareness of cybersecurity and privacy in CPSs Analyzes and presents the state of the art of CPSs, cybersecurity, and related technologies and methodologies Highlights and discusses recent developments and emerging trends in cybersecurity and privacy in CPSs Proposes new models, practical solutions, and technological advances related to cybersecurity and privacy in CPSs D...
Hacking Vim
This book contains hacks that cover everything from personalizing Vim according to the user's work cycle to optimizations that will boost the user's productivity. It does not cover the basic tasks of using the editor but instead focuses on making life easier for experienced Vim users. It is written for Vim 7.0, the latest stable version. Anyone who has worked with Vim and wants to get more out of this legendary text editor can use the hacks from this book. It does not cover the basic tasks of using the editor but instead focuses on making life easier for more experienced Vim users.
Building websites with Joomla!
This book focuses on taking you through the essential tasks to create a Joomla! site as fast as possible. These essential tasks are explained clearly, with well structured step-by-step instructions. The book does not aim to cover every feature of Joomla! nor is it a comprehensive guide to extending Joomla!. Almost everything in the book is accomplished without recourse to the underlying PHP code in which Joomla! is written. The book is very readable and the author has a particularly chatty and engaging writing style. This book is suitable for web developers, designers, webmasters, content editors and marketing professionals who want develop a fully featured web presence in a simple and straightforward process. It does not require any detailed knowledge of programming or web development, and any IT confident individual will be able to use the book to produce an impressive web site.
GeoServer Beginner's Guide
Step-by-step instructions are included and the needs of a beginner are totally satisfied by the book. The book consists of plenty of examples with accompanying screenshots and code for an easy learning curve. You are a web developer with knowledge of server side scripting, and have experience with installing applications on the server. You have a desire to want more than Google maps, by offering dynamically built maps on your site with your latest geospatial data stored in MySQL, PostGIS, MsSQL or Oracle. If this is the case, this book is meant for you.
Invision Power Board 2
This book is a fast-paced guide to the most important features of Invision Power Board, and how to make best use of these features to power your forum. This book is written for new and intermediate users of Invision Power Board, who want to manage and maintain an Invision Power Board discussion forum as easily as possible. No experience of web programming is required.
