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As part of the best-selling Pocket Primer series, this book is designed to introduce beginners to basic machine learning algorithms using TensorFlow 2. It is intended to be a fast-paced introduction to various “core” features of TensorFlow, with code samples that cover machine learning and TensorFlow basics. A comprehensive appendix contains some Keras-based code samples and the underpinnings of MLPs, CNNs, RNNs, and LSTMs. The material in the chapters illustrates how to solve a variety of tasks after which you can do further reading to deepen your knowledge. Companion files with all of the code samples are available for downloading from the publisher by emailing proof of purchase to [email protected]. Features: Uses Python for code samplesCovers TensorFlow 2 APIs and DatasetsIncludes a comprehensive appendix that covers Keras and advanced topics such as NLPs, MLPs, RNNs, LSTMsFeatures the companion files with all of the source code examples and figures (download from the publisher)
As part of the best-selling Pocket Primer series, this book is designed to prepare programmers for machine learning and deep learning/TensorFlow topics. It begins with a quick introduction to Python, followed by chapters that discuss NumPy, Pandas, Matplotlib, and scikit-learn. The final two chapters contain an assortment of TensorFlow 1.x code samples, including detailed code samples for TensorFlow Dataset (which is used heavily in TensorFlow 2 as well). A TensorFlow Dataset refers to the classes in the tf.data.Dataset namespace that enables programmers to construct a pipeline of data by means of method chaining so-called lazy operators, e.g., map(), filter(), batch(), and so forth, based on data from one or more data sources. Companion files with source code are available for downloading from the publisher. FEATURES, A practical introduction to Python, NumPy, Pandas, Matplotlib, and introductory aspects of TensorFlow 1.x, Contains relevant NumPy/Pandas code samples that are typical in machine learning topics, and also useful TensorFlow 1.x code samples for deep learning/TensorFlow topics, Includes many examples of TensorFlow Dataset APIs with lazy operators, e.g., map(), filter(), batch(), take() and also method chaining such operators, Assumes the reader has very limited experience, Includes companion files with all of the source code examples (download from the publisher).
As part of the Pocket Primer series, this book provides an overview of the major concepts to program in the language of C. Companion files with source code from the book and figures are included.FEATURES:Provides an overview of the most important Cprogramming techniquesCovers up-to-date information regarding the C11 standardIncludes two chapters on pointersContains companion files with source code from the bookeBook Customers: Companion files are available for downloading with order number/proof of purchase by writing to the publisher at [email protected].
As part of the best-selling Pocket Primer series, this book is an effort to give programmers sufficient knowledge of data cleaning to be able to work on their own projects. It is designed as a practical introduction to using flexible, powerful (and free) Unix/Linux shell commands to perform common data cleaning tasks. The book is packed with realistic examples and numerous commands that illustrate both the syntax and how the commands work together. Companion files with source code are available for downloading from the publisher. FEATURES: A practical introduction to using flexible, powerful (and free) Unix/Linux shell commands to perform common data cleaning tasks. Includes the concept of piping data between commands, regular expression substitution, and the 'sed' and 'awk' commands. Packed with realistic examples and numerous commands that illustrate both the syntax and how the commands work together. Assumes the reader has no prior experience, but the topic is covered comprehensively enough to teach a pro some new tricks.
This book provides an introduction to Angular 2 application development, independent of any exposure to Angular 1.x, intended for beginners who want to develop Web applications. Readers will learn how to create applications with various UI Controls, how to create custom components, and how to handle mouse-related events. It illustrates how to create Angular 2 applications containing SVG, D3, and GSAP. It also covers Angular 2 applications that use Flux, Redux, Relay, and GraphQL. The final chapter covers mobile application development, delving into Ionic 2, Angular 2 with NativeScript, and React Native with Angular 2. Includes companion files with source code and color figures from the book.
As part of the best selling Pocket Primer series, this book provides an overview of the major aspects and the source code to use the latest versions of Android. It has coverage of the fundamental aspects of Android that are illustrated via code samples for versions 4.x through 7.x and features the Google Pixel phone. This Pocket Primer is primarily for self-directed learners who want to learn Android programming and it serves as a starting point for deeper exploration of its numerous applications. Companion disc (also available for downloading from the publisher) with source code, images, and appendices.Features:Contains latest material on Android VR, graphics/animation, apps, and features the new Google Pixel phoneIncludes companion files with all of the source code, appendices, and images from the bookProvides coverage of the fundamental aspects of Android that are illustrated via code samples for versions 4.x through 7.xOn the Companion Files:Source code samplesAll images from the text (including 4-color)Appendices
As part of the Pocket Primer series, this book provides an overview of the major aspects and the source code to use CSS3.This Pocket Primer is primarily for self-directed learners who want to learn CSS3 and it serves as a starting point for deeper exploration of its programming.Features:Includes companion files with appendices, source code, and figuresContains material devoted to CSS3 on mobile devices, use with SVG and HTML5 Canvas, JavaScript, and covers CSS3 application programming interfaces and other toolkitsProvides a solid introduction to CSS3 via complete code samples and imagesCompanion Files: Source code samplesAppendicesAppendix A - jQueryAppendix B - CSS Frameworks & ToolkitsAll images from the text (including 4-color)eBook Customers: Companion files are available for downloading with order number/proof of purchase by writing to the publisher at [email protected].
As part of the Pocket Primer series, this book provides an overview of the major aspects and the source code to use D3. This Pocket Primer is primarily for self-directed learners who want to learn D3 and serves as a starting point for deeper exploration of its programming.Features:Includes a companion disc with appendices, source code, and figures Contains material devoted to D3 on mobile devices, using D3 with Ajax, HTML5 Web Sockets, NodeJS, and covers D3 application programming interfaces and other toolkitsProvides a solid introduction to D3 via complete code sampleseBook Customers: Companion files are available for downloading with order number/proof of purchase by writing to the publisher at [email protected].
As part of the new Pocket Primer series, this book provides an overview of the major aspects, the source code, and tutorial videos to use jQuery. DVD with code, videos, and graphics included.Features:Integrated coverage of CSS3, jQuery and other important JS toolkitsCovers jQuery Mobile and HTML5 hybrid mobile appsCovers BackboneJS and Twitter BootstrapIncludes companion DVD with source code, tutorial videos, and 4-color graphics
