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As part of the best-selling Pocket Primer series, this book is primarily for data scientists and machine learning engineers who want to expand their current knowledge of SQL using MySQL as the primary RDBMS. It includes Python-based code samples to access data from a MySQL table in a Pandas data frame and Java-based code samples for accessing data in a MySQL database, along with XML documents and JSON documents. The book also introduces NoSQL, presents an overview of MongoDB, and SQLite--an open-source RDBMS availableon mobile devices. The final chapter of the book covers a diverse set of miscellaneous topics, such as normalization, schemas, database optimization, and performance. Numerous code samples and listings are included to support myriad topics. Companion files with source code and figures are available from the publisher. FEATURES: Covers extensive topics related to SQL, using MySQL as the primary RDBMSIntroduces NoSQL, presents an overview of MongoDB, and SQLite--an open-source RDBMS available on mobile devicesFeatures companion files with source code and figures from the book
A book for developers who are looking for an overview of basic concepts in Natural Language Processing using R. It casts a wide net of techniques to help developers who have a range of technical backgrounds. Numerous code samples and listings are included to support myriad topics.
A book for developers who are looking for an overview of basic concepts in Natural Language Processing. It casts a wide net of techniques to help developers who have a range of technical backgrounds. Numerous code samples and listings are included to support myriad topics.
A book for developers who are looking for an introduction to basic concepts in NLP and machine learning. Numerous code samples and listings are included to support myriad topics. Includes introductory material for NumPy and Pandas, followed by NLP concepts, algorithms and toolkits, machine learning, and NLP applications.
As part of the Pocket Primer Series, this book is designed to introduce the reader to the basic concepts of data science using Python 3 and other computer applications. It is intended to be a fast-paced introduction to some basic features of data analytics and also covers statistics, data visualization, linear algebra, and regular expressions.
Provides the reader with basic Python3 programming concepts related to machine learning. Chapters provide an introduction to Python 3, NumPy, and Pandas; introduce the fundamental concepts of machine learning; cover machine learning classifiers, such as logistic regression and k-NN; and explore NLP and RL.
Provides HTML5 technologies for developing HTML5 Mobile hybrid mobile applications, primarily for self-directed learners who are comfortable with HTML/Javascript and who want to learn how to create mobile applications using HTML5 for Android and iOS.
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 toolkits * Covers jQuery Mobile and HTML5 hybrid mobile apps * Covers BackboneJS and Twitter Bootstrap * Includes companion DVD with source code, tutorial videos, and 4-color graphics
Introduces beginners to basic machine learning algorithms using TensorFlow 2. The book is intended to be a fast-paced introduction to various ""core"" features of TensorFlow, with code samples that cover machine learning and TensorFlow basics.
Prepares programmers for machine learning and deep learning/TensorFlow topics. The book 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 TensorFlowDataset.
Introduces beginners to TensorFlow 1.x fundamentals for basic machine learning algorithms in TensorFlow. The book is intended to be a fast-paced introduction to various "core" features of TensorFlow, with code samples that cover deep learning and TensorFlow basics.
As part of the bestselling 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 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.
Provides information to develop sophisticated Angular applications that incorporate deep learning. The first three chapters of this book contain a short tour of basic Angular functionality. The fourth chapter introduces you to deep learning. The fifth chapter discusses RNNs. The sixth chapter introduces basic TensorFlow concepts.
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.
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.
As part of the Pocket Primer series, this book provides an overview of the major aspects, the source code, and tutorial videos to use HTML5. A companion DVD with code, videos, and graphics is included.
Did you know you can take your Flash skills beyond the browser, allowing you to make apps for Android, iOS and the BlackBerry Tablet OS?
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