This monograph addresses advances in representation learning, a cutting-edge research area of machine learning. Representation learning refers to modern data transformation techniques that convert data of different modalities and complexity, including texts, graphs, and relations, into compact tabular representations, which effectively capture their semantic properties and relations. The monograph focuses on (i) propositionalization approaches, established in relational learning and inductive logic programming, and (ii) embedding approaches, which have gained popularity with recent advances in deep learning. The authors establish a unifying perspective on representation learning techniques developed in these various areas of modern data science, enabling the reader to understand the common underlying principles and to gain insight using selected examples and sample Python code. The monograph should be of interest to a wide audience, ranging from data scientists, machine learning researchers and students to developers, software engineers and industrial researchers interested in hands-on AI solutions.

During the last two decades, there has been an explosive growth in the telecommunications industry, characterized by an exponential increase in demand due to the addition of more and more individual computing devices. Digital Communication Systems: Signals, Channels, and Signaling book presents those concepts of mathematics that continue to reveal fundamentals for digital communication systems: principles of information theory, signaling over channels affected by additive white Gaussian noise, over band-limited channels, and fading channels.

A comprehensive and practical guide designed to help you pass Microsoft's MS-700 exam!

This book contains GOLANG BASICS AND PYTHON coding exercises for beginners. It's useful Job interviews and college examinations. This book only for absolute beginners.

This Books Absolutely For Beginners: You can learn primary skills of jаvascript AND TENSORFLOW fast and easily. The book includes practical examples for beginners.

Microsoft excel is a popular software, used for many types of financial reporting and other types of data analysis for years. This guide gives you more insight as a beginner working with Microsoft Excel 2021. Readers will also get to know all about Microsoft Excel 2021. If you have any doubt or you want to know more about this topic, then you can read the guide from the beginning. If not, then you might not be able to grasp the concepts of the topic.

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"Excel 2021" is for you if you answered yes to at least one of the questions above.

I am writing my second book entitled “Essentials of HTML” to share what I have learnt so that if you are planning to design Webpages, you get all essentials of HTML at one place. This is not just another book on HTML, it’s much more than that and by the end of this book you will realize that how a book can change your life. You will find almost all the essential elements of HTML language that are required to design a beautiful and attractive Webpages. In the end of the book I have also introduced CSS and jаvascript to give you an upper edge over designing. Hoping you find this book useful,

This book constitutes the refereed proceedings of the Software Engineering and Algorithms section of the 10th Computer Science On-line Conference 2021 (CSOC 2021), held on-line in April 2021. Software engineering research and its applications to intelligent algorithms take an essential role in computer science research. In this book, modern research methods, application of machine and statistical learning in the software engineering research are presented.

This book is a collection of papers devoted to the emergence and development in Bulgarian Academy of Sciences of some of the areas of informatics, including artificial intelligence. The papers are prepared by specialists from the Academy, some of whom are among the founders of these scientific and application areas in Bulgaria and in some cases – in the world. The book is interesting for specialists in informatics and computer science and researchers in history of sciences.