Master expert techniques for building automated and highly scalable end-to-end machine learning models and pipelines in Azure using TensorFlow, Spark, and KubernetesKey FeaturesMake sense of data on the cloud by implementing advanced analyticsTrain and optimize advanced deep learning models efficiently on Spark using Azure DatabricksDeploy machine learning models for batch and real-time scoring with Azure Kubernetes Service (AKS)Book DescriptionThe increase being seen in data volume today requires distributed systems, powerful algorithms, and scalable cloud infrastructure to compute insights and train and deploy machine learning (ML) models.
Advances in Computers, the latest volume in the series published since 1960, presents detailed coverage of innovations in computer hardware, software, theory, design, and applications.
Internet Congestion Control provides a description of some of the most important topics in the area of congestion control in computer networks, with special emphasis on the analytical modeling of congestion control algorithms.
Digital Forensics Trial Graphics: Teaching the Jury Through Effective Use of Visuals helps digital forensic practitioners explain complex technical material to laypeople (i.
Development of Online Hybrid Testing: Theory and Applications to Structural Engineering provides comprehensive treatments of several topics pertinent to substructure online hybrid tests.
The two-volume set LNCS 12385 + 12386 constitutes the proceedings of the 15th International Conference on Wireless Algorithms, Systems, and Applications, WASA 2020, which was held during September 13-15, 2020.
The book provides a comprehensive review of lifelong learning, information literacy and internships including assessment techniques for lifelong learning, teamwork and information literacy as defined by the ABET criteria.
IMS Application Developer's Handbook gives a hands-on view of exactly what needs to be done by IMS application developers to develop an application and take it "e;live"e; on an operator's network.
Making Enterprise Information Management (EIM) Work for Business: A Guide to Understanding Information as an Asset provides a comprehensive discussion of EIM.
IT Manager's Handbook: The Business Edition is a MUST-HAVE guide for the advancing technology professional who is looking to move up into a supervisory role, and is ideal for newly-promoted IT managers who needs to quickly understand their positions.
Computers as Components, Second Edition, updates the first book to bring essential knowledge on embedded systems technology and techniques under a single cover.
Electronic information networks offer extraordinary advantages to business, government, and individuals in terms of power, capacity, speed, accessibility, and cost.
With the growing concern about groundwater resources both with respect to quantity and quality, the need for groundwater modelling tools is increasing.
The Sarbanes-Oxley Act (officially titled the Public Company Accounting Reform and Investor Protection Act of 2002), signed into law on 30 July 2002 by President Bush, is considered the most significant change to federal securities laws in the United States since the New Deal.
In this visionary and fundamentally optimistic book, the legendary oracle of technological change explains how AI will transform our species beyond recognition.
Explore the fundamentals of systems programming starting from kernel API and filesystem to network programming and process communicationsKey FeaturesLearn how to write Unix and Linux system code in Golang v1.
As the computer industry moves into the 21st century, the long-running Advances in Computers is ready to tackle the challenges of the new century with insightful articles on new technology, just as it has since 1960 in chronicling the advances in computer technology from the last century.
An Introduction to Web Matrix provides an easy to follow treatment of the application of this new software, which is rapidly becoming the preferred vehicle for the teaching of website design.
Today's critics of big online platforms tend to consider privacy breaches, monopolistic practices, and the deployment of surveillance technologies as the main problems.
In einer Welt, die zunehmend von digitalen Innovationen geprägt ist, gewinnen zwei Technologien besonders an Bedeutung: Non-Fungible Tokens (NFTs) und Künstliche Intelligenz (KI).
The Wireless Internet Explained covers the full spectrum of wireless technologies from a wide range of vendors, including initiatives by Microsoft and Compaq.
Providers and consumers of mental health services are increasingly making use of the internet to gather information, consult, and participate in psychotherapy.
Ashley Friedlein's first book, Web Project Management: Delivering Successful Commercial Web Sites, became a bestseller and an essential reference for Web professionals developing new sites.
Written by industry thought leaders, Java Web Services Architecture is a no-nonsense guide to web services technologies including SOAP, WSDL, UDDI and the JAX APIs.
Written by two INFOSEC experts, this book provides a systematic and practical approach for establishing, managing and operating a comprehensive Information Assurance program.