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Beginning deep learning with TensorFlow : Work with Keras, MNIST data sets, and advanced neural networks
Stats with an introduction to AI, where you’ll learn the history of neural networks and what sets deep learning apart from other varieties of machine learning. Discovery the variety of deep learning frameworks and set-up a deep learning development environment. Next, you’ll jump into simple classification programs for hand-writing analysis. Once you’ve tackled the basics of deep learning, you move on to TensorFlow 2 specifically. Find out what exactly a Tensor is and how to work with MNIST datasets. Finally, you’ll get into the heavy lifting of programming neural networks and working with a wide variety of neural network types such as GANs and RNNs. Deep Learning is a new area of Machine Learning research widely used in popular applications, such as voice assistant and self-driving cars. Work through the hands-on material in this book and become a TensorFlow programmer! You will: Develop using deep learning algorithms Build deep learning models using TensorFlow 2 Create classification systems and other, practical deep learning applications
Beginning DB2 : From novice to professional
IBM’s DB2 Express Edition is one of the most capable of the free database platforms available in today’s marketplace. In Beginning DB2, author Grant Allen gets you started using DB2 Express Edition for web sites, desktop applications, and more. The author covers the basics of DB2 for developers and database administrators, shows you how to manage data in both XML and relational form, and includes numerous code examples so that you are never in doubt as to how things work.
Beginning C# 2008 Databases : From novice to professional
Assuming only basic knowledge of C# 2008, Beginning C# 2008 Databases teaches all the fundamentals of database technology and database programming readers need to quickly become highly proficient database users and application developers. A comprehensive tutorial on both SQL Server 2005 and ADO.NET 3.0, Beginning C# 2008 Databases explains and demonstrates how to create database objects and program against them in both T–SQL and C#. Full of practical, detailed examples, it's been fully revised and updated for C# 2008 and offers the most complete, detailed, and gentle introduction to database technology for all C# programmers at any level of experience.
Beginning C# 2008 : From novice to professional
This book is for anyone who wants to write good C# code—even if you have never programmed before. Writing good code can be a challenge—there are so many options, especially in a .NET language like C#. If you want to really get the best from a programming language, you need to know which features work best in which situations, and understand their strengths and weaknesses. It is this understanding that makes the difference between coding and coding well. Beginning C# 2008: From Novice to Professional, Second Edition has been written to teach you how to use the C# programming language to solve problems. From the earliest chapters and the first introductory concepts, you'll be looking at real–world programming challenges and learning how C# can be used to overcome them.
Beginning C# 2008 : From novice to professional
This book is for anyone who wants to write good C# 2008 code—even if you have never programmed before. Beginning C# 2008 has been written to teach you how to use the C# programming language to solve problems. Christian Gross is dedicated to helping his readers understand every detail of Beginning C# 2008.
Beginning ASP.NET 3.5 in VB 2008 : From novice to professional
The most up–to–date and comprehensive introductory ASP.NET book you'll find on any shelf, Beginning ASP.NET 3.5 in VB 2008 guides you through Microsoft's latest technology for building dynamic web sites. This book will enable you to build dynamic web pages on the fly, and it assumes only the most basic knowledge of Visual Basic 2008.
Beginning ASP.NET 3.5 in C# 2008 : From novice to professional
The most up–to–date and comprehensive introductory ASP.NET book you'll find on any shelf, Beginning ASP.NET 3.5 in C# 2008 guides you through Microsoft's technology for building dynamic web sites. This book will enable you to build dynamic web pages on the fly, and it assumes only the most basic knowledge of C#.
Beginning ASP.NET 2.0 in VB 2005 : From novice to professional
This book includes best practices and comprehensive discussions about key database and XML principles, which are essential for you to become effective with ASP.NET. The book also emphasizes the invaluable coding techniques of object orientation and code behind, which will enable you to build real-world websites immediately rather than just scraping by with simplified coding practices. By the time you've finished this book, you will have mastered the core techniques and possess the necessary knowledge to begin work as a professional ASP.NET developer.
Beginning ASP.NET 2.0 in C# 2005 : From novice to professional
This book provides thorough coverage of ASP.NET, guiding you from beginning to advanced techniques, such as querying databases from within a web page and performance-tuning your site. You'll find tips for best practices and comprehensive discussions of key database and XML principles. The book also emphasizes the invaluable coding techniques of object orientation and code-behind, which will enable you to build real-world websites instead of just scraping by with simplified coding practices. By the time you finish this book, you will have mastered the core techniques essential to professional ASP.NET developers.
Beginning ASP.NET 2.0 Databases : From novice to professional
Beginning ASP.NET 2.0 Databases: From Novice to Professional is a comprehensive introduction to connecting a website to many different data sourcesnot just databases. You'll learn how to build a relational database, use SQL to communicate with it, and leverage both in your web applications. You'll also learn about the new features of ADO.NET and ASP.NET in .NET 2.0. The authors cover mission-critical issues, such as design, transactions, error handling, optimization, and scalability. They examine SQL Server, Jet, and MySQL databases, and highlight the differences among them.
Beginning ASP .NET 2.0 E-Commerce in C# 2005 : From novice to professional
This title enables readers to learn how to build a complete e-commerce web site, following the entire design and build process. The website will be constructed following industry best practices in a modular manner, with a new module introduced and completed in each chapter.
Becoming virtual : Knowledge management and transformation of the distributed organization
This book examines the capabilities needed to transform a globally distributed organization into a virtual organization (an organization that exists and operates across time and distance with the support of global communications technologies such as the Internet). It introduces techniques for definition of goals for virtualization, for monitoring progress toward virtualization and for studying the impact of virtualization on social uncertainty, knowledge sharing and knowledge transfer, organizational memory, transactive memory, communities of practice and organizational commitment, power and control. These techniques are applied in an extended case study of a development aid organization's attempts to use knowledge management for virtualization over a two year period. The multidisciplinary team of authors examines virtualization from points of view ranging from the organizational to the technological to the sociological and psychological.
Bayesian networks and Influence diagrams : A guide to construction and analysis
Probabilistic networks, also known as Bayesian networks and influence diagrams, have become one of the most promising technologies in the area of applied artificial intelligence, offering intuitive, efficient, and reliable methods for diagnosis, prediction, decision making, classification, troubleshooting, and data mining under uncertainty. Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis provides a comprehensive guide for practitioners who wish to understand, construct, and analyze intelligent systems for decision support based on probabilistic networks. Intended primarily for practitioners, this book does not require sophisticated mathematical skills or deep understanding of the underlying theory and methods nor does it discuss alternative technologies for reasoning under uncertainty.
Bayesian Networks and Decision Graphs
Probabilistic graphical models and decision graphs are powerful modeling tools for reasoning and decision making under uncertainty. As modeling languages they allow a natural specification of problem domains with inherent uncertainty, and from a computational perspective they support efficient algorithms for automatic construction and query answering. This includes belief updating, finding the most probable explanation for the observed evidence, detecting conflicts in the evidence entered into the network, determining optimal strategies, analyzing for relevance, and performing sensitivity analysis. The book introduces probabilistic graphical models and decision graphs, including Bayesian networks and influence diagrams.It contians two parts. The first part focuses on probabilistic graphical models. Compared with the previous book, the new edition also includes a thorough description of recent extensions to the Bayesian network modeling language, advances in exact and approximate belief updating algorithms, and methods for learning both the structure and the parameters of a Bayesian network. The second part deals with decision graphs, and in addition to the frameworks described in the previous edition, it also introduces Markov decision processes and partially ordered decision problems.
Basis and Treatment of Cardiac Arrhythmias
Incorporating the information related to mechanisms and treatment of cardiac arrhythmia, this book discusses genetics of arrhythmias, cell signalling molecules as potential therapeutic targets and trafficking to the membrane. These approaches and implementations of anti-arrhythmic therapy derive from many decades of research.
Basic theoretical physics : A concise overview
This concise treatment embraces, in four parts, all the main aspects of theoretical physics (I . Mechanics and Basic Relativity, II. Electrodynamics and Aspects of Optics, III. Non-relativistic Quantum Mechanics, IV. Thermodynamics and Statistical Physics). It summarizes the material that every graduate student, physicist working in industry, or physics teacher should master during his or her degree course. It thus serves both as an excellent revision and preparation tool, and as a convenient reference source, covering the whole of theoretical physics. It may also be successfully employed to deepen its readers' insight and add new dimensions to their understanding of these fundamental concepts. Recent topics such as holography and quantum cryptography are included, thus making this a unique contribution to the learning material for theoretical physics.
Basic principles of drug discovery and development ; 2nd ed.
Presents the multifaceted process of identifying a new drug in the modern era, which requires a multidisciplinary team approach with input from medicinal chemists, biologists, pharmacologists, drug metabolism experts, toxicologists, clinicians, and a host of experts from numerous additional fields. Enabling technologies such as high throughput screening, structure-based drug design, molecular modeling, pharmaceutical profiling, and translational medicine are critical to the successful development of marketable therapeutics. Given the wide range of disciplines and techniques that are required for cutting edge drug discovery and development, a scientist must master their own fields as well as have a fundamental understanding of their collaborator’s fields.
Basic pharmacokinetics
Introduces basic pharmacokinetic concepts to beginner learners to help them understand the absorption, distribution, metabolism, and excretion of drugs. Accompanying the book is a website with self-instructional tutorials and pharmacokinetic and pharmacokinetic-pharmacodynamic simulations, allowing visualization of concepts for enhanced comprehension. This learning tool received an award from the American Association of Colleges of Pharmacy for innovation in teaching, making it a valuable supplement to this essential text.
Basic Electromagnetism and Materials
This textbook can be used to teach electromagnetism to a wide range of undergraduate science majors in physics, electrical engineering or materials science. However, by making lesser demands on mathematical knowledge than competing texts, and by emphasizing electromagnetic properties of materials and their applications, this textbook is uniquely suited to students of materials science. Many competing texts focus on the study of propagation waves either in the microwave or optical domain, whereas Basic Electromagnetism and Materials covers the entire electromagnetic domain and the physical response of materials to these waves.
Barriers and Biases in Computer-Mediated Knowledge Communication : And How They May Be Overcome
This books deals with computer-mediated cooperation and communication scenarios in teaching and learning situations, leisure activities (e.g. laypersons looking for expert information on the internet), and net-based communication at work. Such scenarios will become increasingly important. But the successful use of such computer-mediated settings is not trivial. Cooperative learning and work itself requires special skills and strategies. And the technical settings with sometimes restricted, sometimes new possibilities for communication add problems on top of the cooperation itself. What are the barriers in computer-mediated communication for cooperative learning and work? Which are the most relevant biases in computer-mediated information processing? Based on empirical research the contributors from psychology, education and computer sciences offer different perspectives on the nature and causes of such barriers.
