الصفحة 48
الصفحة 48
Kernel Methods for Machine Learning with Math and Python: 100 Exercises for Building Logic
Addresses the fundamentals of kernel methods for machine learning by considering relevant math problems and building Python programs. The book’s main features are as follows: Includes 100 exercises, which have been carefully selected and refined. As their solutions are provided in the main text, readers can solve all of the exercises by reading the book. / The mathematical premises of kernels are proven and the correct conclusions are provided, helping readers to understand the nature of kernels. / Source programs and running examples are presented to help readers acquire a deeper understanding of the mathematics used. / Once readers have a basic understanding of the functional analysis topics covered in Chapter 2, the applications are discussed in the subsequent chapters. Here, no prior knowledge of mathematics is assumed. / Considers both the kernel for reproducing kernel Hilbert space (RKHS) and the kernel for the Gaussian process; a clear distinction is made between the two.
Kernel Based Algorithms for Mining Huge Data Sets : Supervised, Semi-supervised, and Unsupervised Learning
"Kernel Based Algorithms for Mining Huge Data Sets" is the first book treating the fields of supervised, semi-supervised and unsupervised machine learning collectively. The book presents both the theory and the algorithms for mining huge data sets by using support vector machines (SVMs) in an iterative way. It demonstrates how kernel based SVMs can be used for dimensionality reduction (feature elimination) and shows the similarities and differences between the two most popular unsupervised techniques, the principal component analysis (PCA) and the independent component analysis (ICA).
Joy club
یرتكز ھذا المشروع على تصميم نادي ترفيهي مبتكر مخصص للأطفال، يهدف إلى توفیر بيئة آمنة ومحفزّة تجمع بين الترفيه والتعلمّ. يتضمن المشروع مناطق للعب التفاعلي، مساحات فنية، وحدات تعليمية مرنة، مع التركيز على الألوان المبهجة والعناصر التصميمة التي تحفزّ الخیال والإبداع. تم اعتماد مبادئ التصميم الداخلي المناسبة للفئات العمرية الصغيرة، مع مراعاة الجوانب النفسية، الوظيفية، والجمالية في تكوين الفضاءات. النادي على مساحة طابقين تتكامل فيها الأنشطة والخدمات الترفيهية. يعتمد التصميم على خلق أجواء محفزة للخيال والنشاط البدني والعقلي، ويستهدف الأطفال من مختلف الأعمار.
Java Illuminated ; 5th ed.
Provides learners with an interactive, user-friendly approach to learning the Java programming language. Comprehensive but accessible, the text takes a progressive approach to object-oriented programming, allowing students to build on established skills to develop new and increasingly complex classes. Java Illuminated follows an activity-based active learning approach that ensures student engagement and interest.
Java Challenges 100+ : Proven Tasks that Will Prepare You for Anything
Expand your knowledge of Java with this entertaining learning guide, which features 100+ exercises and programming challenges. Java Challenges will prepare you for your next exam or job interview, and covers many practical topics, such as strings, arrays, data structures, recursion, and date and time. The APIs and other material included in this book are Java 17 compatible. You will: Improve your Java knowledge by solving enjoyable but challenging programming puzzles / Solve mathematical problems, recursions, strings, arrays and more / Manage data processing and data structures like lists, sets, maps / Handle advanced recursion as well as binary trees, sorting and searching / Gamify key fundamentals for fun and easier reinforcement
Its Not About the Technology : Developing the Craft of Thinking for a High Technology Corporation
This book is not about a new concept, or a new technique. It tackles the big questions of how to develop the craft of the thinking that is required of us in high technology companies. It is predicated on a radical notion that, even though the problematic is the execution in a high technology corporation, neither a high level market strategy nor the kind of technology itself matters, insofar as learning the craft of execution goes. How marketers and engineers comprehend a context uniquely shapes the ways they interact, engage in decision-making phenomenon, and eventually their execution performance in a company. The breakdown of their interaction occurs when the individual contexts of a marketer and an engineer are permanently secluded from one another.this book methodically demystifies the key to successful execution in the high technology space
Iterative Learning Control : Robustness and Monotonic Convergence for Interval Systems
This monograph studies the design of robust, monotonically-convergent iterative learning controllers for discrete-time systems. Two key problems with the fundamentals of iterative learning control (ILC) design as treated by existing work are: first, many ILC design strategies assume nominal knowledge of the system to be controlled and; second, it is well-known that many ILC algorithms do not produce monotonic convergence, though in applications monotonic convergence is often essential. Iterative Learning Control takes account of the recently-developed comprehensive approach to robust ILC analysis and design established to handle the situation where the plant model is uncertain. Considering ILC in the iteration domain, it presents a unified analysis and design framework that enables designers to consider both robustness and monotonic convergence for typical uncertainty models, including parametric interval uncertainties, iteration-domain frequency uncertainty, and iteration-domain stochastic uncertainty.
Computational and Ambient Intelligence ; 9th International Work-Conference on Artificial Neural Networks, IWANN 2007, San Sebastián, Spain, June 20-22, 2007, Proceedings
This biennial meeting focuses on the foundations, theory, models and applications of systems inspired by nature (neural networks, fuzzy logic and evo- tionary systems).These new computational techniques are used in applications that try to bring a new situation of well-being to the user. The conjunction of a more and more miniaturized hardware together with the growing computational intelligence embodied in this hardware leads us towards fully integrated embedded systems-on- chip and opens the door for truly ubiquitous electronics.
Computational analysis and deep learning for medical care : Principles, methods, and applications
Focuses on the sophisticated methods for improving dye extraction and dyeing properties which will minimize the use of bioresource products. This book also brings out the innovative ways of wet chemical processing to alleviate the environmental impacts arising from this sector.
Computation and Logic in the Real World ; 3rd Conference on Computability in Europe, CiE 2007, Siena, Italy, June 18-23, 2007, Proceedings
This volume, Computation and Logic in the Real World, is the proceedings of the third in a series of conferences of CiE Computability in Europe, (CiE) is an informal network working on computability theory including its foundations, technical development, and applications. It performed with discrete or continuous data by all kinds of algorithms, programs, and machines. The sources of new ideas and methods include practical developments in areas such as neural networks, quantum computation, natural computation, molecular computation, computational learning.
Complex-valued neural networks
This book is the first monograph ever on complex-valued neural networks, which lends itself to graduate and undergraduate courses in electrical engineering, informatics, control engineering, mechanics, robotics, bioengineering, and other relevant fields. It is useful for those beginning their studies, for instance, adaptive signal processing for highly functional sensing and imaging, control in unknown and changing environment, brainlike information processing, robotics inspired by human neural systems, and interdisciplinary studies to realize comfortable society. It is also helpful to those who carry out research and development regarding new products and services at companies.
Complete criminal law : Text, cases, and materials
Provides a student-centred, straightforward approach to the criminal law LLB/CPE syllabus. The author's lucid commentary clearly explains the general principles, whilst the structured learning features enable students to interact and engage with the integrated case extracts and academic materials.
Compendium for Early Career Researchers in Mathematics Education
The book provides a state-of-the-art overview of important theories from mathematics education and the broad variety of empirical approaches currently widely used in mathematics education research.
Comparative Education Research : Approaches and Methods
Approaches and methods in comparative education research are of obvious importance, but do not always receive adequate attention. This book contributes new insights within the longstanding traditions of the field. A particular feature is the focus on different units of analysis. Individual chapters compare places, systems, times, cultures, values, policies, curricula and other units. These chapters are contextualised within broader analytical frameworks which identify the purposes and strengths of the field. The book includes a focus on intra-national as well as cross-national comparisons, and highlights the value of approaching themes from different angles. The book will be of great value not only to producers of comparative education research but also to consumers who wish to understand more thoroughly the parameters and value of the field.
Comparative and Global Pedagogies : Equity, Access and Democracy in Education
This book critically examines equality, equity and democracy in education, globally as well as from various perspectives. Globally, there are increasing arguments both for the democratization of education and for the use of education to promote a democratic society. It is argued that democratic schools would better prepare for active citizenship and for a strong civil society which are seen to be the foundation of a democratic state. The book further argues that while there are inspiring examples of schools that engage in peace education or emancipatory pedagogy that work across various ethnic or religious divides, on balance, the forms, structures, ideologies and purposes of formal education interact to make national and international conflict more likely.
Community schools : Designing for sustainability, wellbeing and inclusion
Reconsiders what is required from physical school environments, building on the learning gathered from the sector over the past two decades. To meet the new social, environmental and economic challenges it advocates designing differently, both in terms of the form that buildings take and the evaluation of their impact and performance. By calling for a reframing of the way that schools are regarded as community-wide amenities, this book explores the potential for architects to deliver design in a manner that supports healthy lifestyles and promotes wellbeing. Through encouraging social connections, new possibilities open up for educational facilities to become open, welcoming and inclusive. Featuring: Over 12 international case studies from practices including: Architype, Argyll + Bute, Bogle Architects, DRMM, Revaerk, Scott Brownrigg and XDGA. Key themes of wellbeing, connectivity, inclusion, indicators and evaluation. Practical guidance and learning points throughout. A new design brief for community schools
Communications and Discoveries from Multidisciplinary Data
In this book, we aim at urging the development of data-based methods and methodologies for interdisciplinary and creative communications for solving emerging social problems. The reader shall view the direction to combine three methodological frameworks: data mining, data sharing, and communication in the contexts of sciences and businesses.
Communicating, Networking : Interacting : The International Year of Global Understanding - IYGU
illustrates the benefits to be gained from digitally networked communication for health, education and transitioning economies in developing nations (Sierra Leone and Papua New Guinea) and developed nations. Growing powers of e-citizenship can help build sustainable futures. This small volume provides a collection of examples and ideas from which the authors hope will help build a wider resource. Understanding how to link everyday lives with global networks in the digital world in ways that add benefit for the world’s people, and the health of the planet, is an ongoing project. IYGU recognises the integral roles of networking and communication systems, as well as interactions between people, near and far, as fundamental for building better futures. The global penetration of digital devices means everyday life, present and future, is inextricably linked with information technologies
Clinical education for the health professions : Theory and practice
Explores the contemporary context of health professions education, its philosophical and theoretical underpinnings, whole of curriculum considerations, and its support of learning in clinical settings. In specific topics, it offers approaches to assessment, evidence-based educational methods, governance, quality improvement, scholarship and leadership in health professions education, and some forecasting of trends and practices.
Clinical chemistry : Principles, techniques, and correlations ; 9th ed.
Keeps students at the forefront of what continues to be one of the most rapidly advancing areas of laboratory medicine with clear explanations that balance analytic principles, techniques, and correlation of results with coverage of disease states. The book not only demonstrates the how of clinical testing, but also the what, why, and when of testing correlations to help students develop the knowledge and interpretive and analytic skills they'll need in their future careers.
