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Artificial Intelligence, Machine Learning, and Deep Learning
This book begins with an introduction to AI, followed by machine learning, deep learning, NLP, and reinforcement learning. Readers will learn about machine learning classifiers such as logistic regression, k-NN, decision trees, random forests, and SVMs. Next, the book covers deep learning architectures such as CNNs, RNNs, LSTMs, and auto encoders. Keras-based code samples are included to supplement the theoretical discussion. In addition, this book contains appendices for Keras, TensorFlow 2, and Pandas. Features: Covers an introduction to programming concepts related to AI, machine learning, and deep learning Includes material on Keras, TensorFlow2 and Pandas
C Programming
Unlike many C programming books written by C programmers, this brief, self-teaching introduction was written by an instructor familiar with the needs of students. The book defines key programming terms as it teaches the basics of C programming. It contains numerous real world programming examples showing first the algorithm, immediately followed by the program for the algorithm, and then its output. End of chapter exercises with “hints” help to review and master the material under discussion. An appendix with fifteen “C Lab projects” with their solutions is also included. Features: * Defines key programming terms as it teaches the C programming language * Covers major topics such as arrays and pointers, structures and unions, file handling, and more * Includes numerous real world programming examples showing first the algorithm, followed by the program itself, then the desired output
3D Printing
This book is designed as an introduction to the field of 3D printing. It includes an overview of 3D printing technology in industry, education, and the exploding area of Do-It-Yourself. It contains a detailed look at the common 3D printers, materials, and software. Using full-color images throughout, the book guides you on setting up your own printer and performing calibration tasks, including descriptions of printing methods, best practices, pitfalls to avoid, and how to finish a completed project. Divided into three parts, the book covers a brief history and evolution of 3D printers, along with their use in industry and in personal consumer use in Part 1. Part 2 gets you started with the s...
Python
This book is an introduction to programming concepts that uses Python 3 as the target language. It follows a practical just-in-time presentation – material is given to the student when it is needed. Many examples will be based on games, because Python has become the language of choice for basic game development. Designed as a Year One textbook for introduction to programming classes or for the hobbyist who wants to learn the fundamentals of programming, the text assumes no programming experience. Features: * Introduces programming concepts that use Python 3 * Includes many examples based on video game development * 4-color throughout with game demos on the companion files
Microsoft Excel 2019
A practical, how-to book on Excel programming, suitable for readers already proficient with the Excel user interface (UI). If you are looking to automate Excel routine tasks, this book will progressively introduce you to programming concepts via numerous illustrated hands-on exercises. More advanced topics are demonstrated via custom projects. From recording and editing a macro and writing VBA code to working with XML documents and using Classic ASP pages to access and display data on the Web, this book takes you on a programming journey that will change the way you work with Excel. The book provides information on performing automatic operations on files, folders, and other Microsoft Office applications. It also covers proper use of event procedures, testing and debugging, and guides you through programming advanced Excel features such as PivotTables, PivotCharts, and the Ribbon interface. --
Basic Electronics
Designed for both the student and hobbyist, this updated revision is an introduction to the theory and practice of electronics including advances in microcontrollers, sensors, and wireless communication. Each chapter contains a brief lab to demonstrate the topic under discussion, then moves on to use all of the knowledge mastered to build a programmable robot (Arduino and Netduino). New material on using Raspberry Pi and Python has been included. The companion files include short videos of the labs, soldering skills, and code samples for programming of the robot. Covering both the theory and also its practical applications, this text leads the reader through the basic scientific concepts und...
Computer Concepts and Management Information Systems
This book is designed to provide the reader with the fundamentals of computers and MIS in an easy to understand, “self-teaching” format. It introduces the major subjects such as hardware components, software applications, detailed information on Microsoft Office, information systems, ERP, CRM, security, business ethics, and cybercrime. Features: Covers the major components of MS Office: Excel, Word, PowerPoint, and Access Provides an overview of the workings of a computer, software applications, and MIS Includes discussion of information systems, ERP, security, business ethics, and cybercrime
Solid State Physics
Solid State Physics provides a broad introduction to some of the principal areas of the physical phenomena in solid materials and is aimed broadly at undergraduate students of physics and engineering related subjects. The physical properties of materials are intimately related to the crystalline symmetry of atoms as well as the atomic species present. This includes the electronic, mechanical, magnetic and optical properties of all materials. These subjects are treated in depth and provide the reader with the tools necessary for an understanding of the varied phenomena of materials. Particular emphasis is given to the reaction of materials to specific stimuli, such as the application of elect...
Cloud Computing
This overview of cloud computing in a “self-teaching” format, contains state-of-the art chapters with tips and insights about cloud computing, its architecture, applications, information on security and privacy, and numerous case studies. It includes questions for discussion and “Cloud Computing Lab Experiments” to help in mastering its complex services and technologies. Recent research shows that cloud computing will be worth billions of dollars in new investments. Organizations are flocking to the cloud services to benefit from the elasticity, self-services, resource abundance, ubiquity, responsiveness, and cost efficiencies that it offers. Many government and private universities have already migrated to the cloud. The next wave in computing technology—expected to usher in a new era—will be based on cloud computing. Features: * Explores the basic advancements in the field of cloud computing * Offers a practical, self-teaching approach with numerous case studies and lab experiments on installation, evaluation, security, and more * Includes material on ESXi, MS AZURE, Eucalyptus, and more.
Machine Methods
This book, using an easy-to-follow, question and answer format provides readers with a brief introduction to the methods used in machine design. With over 1000 questions and answers on a variety of topics, it is an ideal resource for exam prep and for reviewing all of the key concepts in machine methods. Selected topics include: engineering drawing, soldering, welding, cutting tools, grinding, numerically controlled methods, turning and lathe work, measuring instruments, applied mechanics, automobile engines, refrigeration, and more.
