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- Tài liệuBuilding User Interfaces for Modern Web Applications: React Programming(2024) Yang, Cheer-SunIn this eTextbook, the prerequisite concepts about HTML/CSS, JavaScript, and Bootstrap/React-Bootstrap are introduced first, followed by the main React language features. Finally, the Software Engineering Principles are introduced from the design, development, to debugging and maintenance. The main objectives are threefold: (1) provide concepts about JavaScript Programming, (2) introduce the concepts of modularity, functional programming, and (3) teach the concept of reusable User Interface (UI) as the front-end of modern model-view-controller (MVC) web applications. Although learning other technologies in the React ecosystem is imminent, it is the hope that this book paves the groundwork for the future learning and growing in the field of modern UI development.
- Tài liệuDiscrete Mathematics: An Open Introduction(2016) Levin, OscarThe text began as a set of lecture notes for the discrete mathematics course at the University of Northern Colorado. This course serves both as an introduction to topics in discrete math and as the "introduction to proofs" course for math majors. The course is usually taught with a large amount of student inquiry, and this text is written to help facilitate this. Four main topics are covered: counting, sequences, logic, and graph theory. Along the way, proofs are introduced, including proofs by contradiction, proofs by induction, and combinatorial proofs. An introductory chapter covering mathematical statements, sets, and functions helps students gain familiarity with the language of mathematics, and two additional topics (generating functions and number theory) are also included. While the book began as a set of lecture notes, it now contains a number of features that should support its use as a primary textbook: 473 exercises, including 275 with solutions and another 109 with hints. Exercises range from easy to quite involved, with many problems suitable for homework. Investigate! activities throughout the text to support active, inquiry based learning. A full index and list of symbols. Consistent and helpful page layout and formatting (i.e., examples are easy to identify, important definitions and theorems in boxes, etc.).
- Tài liệuFoundations of Software Science and Computation Structures(SpringerLink, 2018) Baier, Christel; Lago, Ugo DalThis book constitutes the proceedings of the 21st International Conference on Foundations of Software Science and Computational Structures, FOSSACS 2018, which took place in Thessaloniki, Greece, in April 2018, held as part of the European Joint Conference on Theory and Practice of Software, ETAPS 2018. The 31 papers presented in this volume were carefully reviewed and selected from 103 submissions. The papers are organized in topical sections named: semantics; linearity; concurrency; lambda-calculi and types; category theory and quantum control; quantitative models; logics and equational theories; and graphs and automata.
- Tài liệuFoundations of Trusted Autonomy(SpringerLink, 2018) Abbass, Hussein A.; Scholz, Jason; Reid, Darryn J.This book is open access under a CC BY 4.0 license. This book establishes the foundations needed to realize the ultimate goals for artificial intelligence, such as autonomy and trustworthiness. Aimed at scientists, researchers, technologists, practitioners, and students, it brings together contributions offering the basics, the challenges and the state-of-the-art on trusted autonomous systems in a single volume. The book is structured in three parts, with chapters written by eminent researchers and outstanding practitioners and users in the field. The first part covers foundational artificial intelligence technologies, while the second part covers philosophical, practical and technological perspectives on trust. Lastly, the third part presents advanced topics necessary to create future trusted autonomous systems. The book augments theory with real-world applications including cybersecurity, defence and space.
- Tài liệuInformation Security(Georgia Gwinnett College, 2022) Khokhar, Umar; Tran, BinThe word Information is the processed data or we can say the data in an organized form. The term that we use in industry or in the corporate sector is Information System which is the collection of the people, procedures, policies, hardware and software that all work together for smooth functioning of the organization or the system. Now a day, we live in cyber era, where the computer is the foundational block of the Information System. Typically, a computer is used for the processing and storing of the information, however the technical advancement of the computational systems and especially the integration of the Artificial Intelligence (AI) have taken the applications of the computer at next level. The cloud computing, Enterprise Resource Planning (ERP), Supply Chain Management (SCM), Block Chaining (BC) and IoTs (Internet of Things) are some of the most prominent emerging technologies. The backbone of the all of these modernized digital systems is the Internet, where the Internet is the network of interconnected computer networks
- Tài liệuIntroduction to Data Science Using Python(West Chester University, 2024) Agah, AfrandThis book contains two parts, the first is designed to be used in an introductory programming course for students looking to learn Python, without having any prior experience with programming. Basic programming concepts are discussed, explained, and illustrated with a Python program. Ample programming questions are provided for practice. The second part of the book utilizes machine-learning concepts and statistics to accomplish data-driven resolutions. Python programs are provided to apply scientific computing to conclude statistically driven results.
- Tài liệuNanoinformatics(SpringerOpen, 2018) Tanaka, IsaoThis open access book brings out the state of the art on how informatics-based tools are used and expected to be used in nanomaterials research. There has been great progress in the area in which “big-data” generated by experiments or computations are fully utilized to accelerate discovery of new materials, key factors, and design rules. Data-intensive approaches play indispensable roles in advanced materials characterization. "Materials informatics" is the central paradigm in the new trend. "Nanoinformatics" is its essential subset, which focuses on nanostructures of materials such as surfaces, interfaces, dopants, and point defects, playing a critical role in determining materials properties. There have been significant advances in experimental and computational techniques to characterize individual atoms in nanostructures and to gain quantitative information. The collaboration of researchers in materials science and information science is growing actively and is creating a new trend in materials science and engineering.
- Tài liệuThe Shallow and the Deep: A biased introduction to neural networks and old school machine learning(University of Groningen, 2023) Biehl, MichaelThe Shallow and the Deep is a collection of lecture notes that offers an accessible introduction to neural networks and machine learning in general. However, it was clear from the beginning that these notes would not be able to cover this rapidly changing and growing field in its entirety. The focus lies on classical machine learning techniques, with a bias towards classification and regression. Other learning paradigms and many recent developments in, for instance, Deep Learning are not addressed or only briefly touched upon. Biehl argues that having a solid knowledge of the foundations of the field is essential, especially for anyone who wants to explore the world of machine learning with an ambition that goes beyond the application of some software package to some data set. Therefore, The Shallow and the Deep places emphasis on fundamental concepts and theoretical background. This also involves delving into the history and pre-history of neural networks, where the foundations for most of the recent developments were laid. These notes aim to demystify machine learning and neural networks without losing the appreciation for their impressive power and versatility.
- Tài liệuThink Java: How to Think Like a Computer Scientist(O'Reilly, 2016) Mayfield, Chris; Downey, AllenThink Java is an introduction to computer science and programming intended for people with little or no experience. The authors provide a well thought out, logical progression of concepts, from the most basic to recursion and object-oriented programming. All terms are defined when they are first used.
- Tài liệuTransparent Minds in Science Fiction: An Introduction to Alien, AI and Post-Human Consciousness(OpenBook Publishers, 2023) Matthews, PaulTransparent Minds explores the intersection between neuroscience and science fiction stories. Paul Matthews expertly analyses the narratives of humans and nonhumans from Mary Shelley to Kazuo Ishiguro across 200 years of the genre. In doing so he gives lucid insight into the meaning of existence and self-awareness. Rigorously researched and highly accessible, Matthews argues that psycho-emotional science fiction writers both imitate and inform alien and post-human consciousnesses through exploratory narratives and metaphor. Drawing from a diverse range of scholars and critics, Matthews explores topics such as psychonarration and neuroaesthetics, to create a thoughtful and cogent argument. By synthesising concepts from philosophy, neuroscience, and literary theory, Matthews posits the potential for science fiction to bridge the gap in understanding between AI and human minds. Given the recent advancements in AI technology, Matthews’ timely discussion enters the speculative realm of sentient technology and postcyborg ethics. The work constitutes a major contribution to cross-disciplinary perspectives on alien and posthuman psychology, that engages with future states of existence in both ourselves and the machines we create. Transparent Minds will be of interest to innovators, authors, and science fiction enthusiasts alike.