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Implementation Guide for IBM Spectrum Virtualize for Public Cloud on Microsoft Azure Version 8.4.3
Author Andrew Greenfield , Jackson Shea , Katja Kratt , Lars Dill , Leandro Torolho , Nils O
IBM® Spectrum Virtualize for Public Cloud is now available on Microsoft Azure. With IBM Spectrum® Virtualize for Public Cloud 8.4.3, users can deploy a highly available two-node cluster running IBM Spectrum Virtualize for Public Cloud on supported Microsoft Azure virtual machines (VMs). This all-inc....
Release Date 2022/03 -
Asynchronous Geographic Logical Volume Mirroringm Best Practices for Cloud Deployment
Author Dino Quintero , Ravi A. Shankar , Antony Steel
This IBM® Redpaper™ publication describes IBM Geographic Logical Volume Manager (GLVM) for data mirroring in cloud deployments.Asynchronous GLVM provides IBM AIX® based mirroring of data across distance over networks. It is highly recommended that Asynchronous GLVM be deployed with PowerHA SystemMir....
Release Date 2022/03 -
CockroachDB: The Definitive Guide
Get the lowdown on CockroachDB, the elastic SQL database built to handle the demands of today's data-driven world. With this practical guide, software developers, architects, and DevOps teams will discover the advantages of building on a distributed SQL database. You'll learn how to create applica.... -
Natural Language Processing with Transformers
Since their introduction in 2017, Transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of natural language processing tasks. If you're a data scientist or coder, this practical book shows you how to train and scale these large models using H.... -
Author Vishal Kumar , Vishal Jain , Bharti Sharma , Jyotir Moy Chatterjee , Rakesh Shrestha
SMART CITY INFRASTRUCTUREThe wide range of topics presented in this book have been chosen to provide the reader with a better understanding of smart cities integrated with AI and blockchain and related security issues. The goal of this book is to provide detailed, in-depth information on the state-o....
Release Date 2022/03 -
Data Mining and Machine Learning Applications
Author Rohit Raja , Kapil Kumar Nagwanshi , Sandeep Kumar , K. Ramya Laxmi
DATA MINING AND MACHINE LEARNING APPLICATIONSThe book elaborates in detail on the current needs of data mining and machine learning and promotes mutual understanding among research in different disciplines, thus facilitating research development and collaboration.Data, the latest currency of today’s....
Release Date 2022/03 -
Author Beth Kanter , Allison H. Fine
A pragmatic framework for nonprofit digital transformation that embraces the human-centered nature of your organizationIn The Smart Nonprofit: Staying Human-Centered in an Automated World, a team of dedicated nonprofit thought leaders delivers a discussion of the information and tools nonprofit staf....
Release Date 2022/03 -
Artificial Intelligence Programming with Python
Author Perry Xiao
A hands-on roadmap to using Python for artificial intelligence programmingIn Practical Artificial Intelligence Programming with Python: From Zero to Hero, veteran educator and photophysicist Dr. Perry Xiao delivers a thorough introduction to one of the most exciting areas of computer science in mode....
Release Date 2022/03 -
Fundamentals and Methods of Machine and Deep Learning
Author Pradeep Singh
FUNDAMENTALS AND METHODS OF MACHINE AND DEEP LEARNINGThe book provides a practical approach by explaining the concepts of machine learning and deep learning algorithms, evaluation of methodology advances, and algorithm demonstrations with applications.Over the past two decades, the field of machine ....
Release Date 2022/03 -
Artificial Intelligent Techniques for Wireless Communication and Networking
Author R. Kanthavel , K. Anathajothi , S. Balamurugan , R. Karthik Ganesh
ARTIFICIAL INTELLIGENT TECHNIQUES FOR WIRELESS COMMUNICATION AND NETWORKINGThe 20 chapters address AI principles and techniques used in wireless communication and networking and outline their benefit, function, and future role in the field. Wireless communication and networking based on AI concepts ....
Release Date 2022/03 -
Excel Power Pivot & Power Query For Dummies, 2nd Edition
Author Michael Alexander
Learn to crunch huge amounts of data with PowerPivot and Power QueryDo you have a ton of data you need to make sense of? Microsoft’s Excel program can handle amazingly large data sets, but you’ll need to get familiar with PowerPivot and Power Query to get started. And that’s where Dummies comes in. ....
Release Date 2022/03 -
Databases Illuminated, 4th Edition
Author Catherine M. Ricardo , Susan D. Urban , Karen C. Davis
Databases Illuminated, Fourth Edition is designed to help students integrate theoretical material with practical knowledge, using an approach that applies theory to practical database implementation.
Release Date 2022/03 -
Author Ashwin Pajankar , Aditya Joshi
Here is the perfect comprehensive guide for readers with basic to intermediate level knowledge of machine learning and deep learning. It introduces tools such as NumPy for numerical processing, Pandas for panel data analysis, Matplotlib for visualization, Scikit-learn for machine learning, and Pytor....
Release Date 2022/03 -
R 4 Quick Syntax Reference: A Pocket Guide to the Language, API's and Library
Author Margot Tollefson
This handy reference book detailing the intricacies of R covers version 4.x features, including numerous and significant changes to syntax, strings, reference counting, grid units, and more.Starting with the basic structure of R, the book takes you on a journey through the terminology used in R and ....
Release Date 2022/03 -
Author Chanchal Chatterjee
Learn to use adaptive algorithms to solve real-world streaming data problems. This book covers a multitude of data processing challenges, ranging from the simple to the complex. At each step, you will gain insight into real-world use cases, find solutions, explore code used to solve these problems, ....
Release Date 2022/03 -
Author Umberto Michelucci
Understand how neural networks work and learn how to implement them using TensorFlow 2.0 and Keras. This new edition focuses on the fundamental concepts and at the same time on practical aspects of implementing neural networks and deep learning for your research projects.This book is designed so tha....
Release Date 2022/03 -
Introducing Charticulator for Power BI: Design Vibrant and Customized Visual Representations of Data
Author Alison Box
Create stunning and complex visualizations using the amazing Charticulator custom visuals in Power BI. Charticulator offers users immense power to generate visuals and graphics. To a beginner, there are myriad settings and options that can be combined in what feels like an unlimited number of c....
Release Date 2022/03 -
Practical Simulations for Machine Learning
Simulation and synthesis are core parts of the future of AI and machine learning. Consider: programmers, data scientists, and machine learning engineers can create the brain of a self-driving car without the car. Rather than use information from the real world, you can create artificial data using s.... -
Author Josh Fischer , Ning Wang
Grokking Streaming Systems introduces real-time event streaming applications in clear, reader-friendly language. This engaging book illuminates core concepts like data parallelization, event windows, and backpressure without getting bogged down in framework-specific details. As you go, you’ll build ....
Release Date 2022/03 -
Doing It All as a Solo Parent (HBR Working Parents Series)
Author Harvard Business Review , Daisy Dowling , Brigid Schulte , Heidi Grant , Shawn Achor
You're only one person—but you're not alone.As a single parent, you know your life is different from the other working parents around you. With the pressure to perform well at work and no partner to assist with tasks at home (let alone major crises), you likely find yourself pulled in all directio....
Release Date 2022/03 -
Author Peter W. Osnos
A compelling new picture of one of the most important, complex, and misunderstood figures of our time.The name George Soros is recognized around the world. Universally known for his decades of philanthropy, progressive politics, and investment success, he is equally well known as the nemesis of the ....
Release Date 2022/03 -
Artificial Intelligence and Software Testing
Author Adam Leon Smith , Rex Black , James Davenport , Joanna Olszewska , Jeremias Rößler
AI presents a new paradigm in the development of software, representing the biggest change to how we think about quality and testing in decades. Many well known issues around AI manifest as quality management problems. This book explores AI from that angle and is aimed at testing and quality managem....
Release Date 2022/03 -
Getting Started with Elastic Stack 8.0
Author Asjad Athick , Shay Banon
Use the Elastic Stack for search, security, and observability-related use cases while working with large amounts of data on-premise and on the cloudKey FeaturesLearn the core components of the Elastic Stack and how they work togetherBuild search experiences, monitor and observe your environments, an....
Release Date 2022/03 -
Reproducible Data Science with Pachyderm
Author Svetlana Karslioglu
Create scalable and reliable data pipelines easily with PachydermKey FeaturesLearn how to build an enterprise-level reproducible data science platform with PachydermDeploy Pachyderm on cloud platforms such as AWS EKS, Google Kubernetes Engine, and Microsoft Azure Kubernetes ServiceIntegrate Pachyder....
Release Date 2022/03 -
Author Pradeep Menon
Propose a new scalable data architecture paradigm, Data Lakehouse, that addresses the limitations of current data architecture patternsKey FeaturesUnderstand how data is ingested, stored, served, governed, and secured for enabling data analyticsExplore a practical way to implement Data Lakehouse usi....
Release Date 2022/03 -
PostgreSQL 14 Administration Cookbook
Author Simon Riggs , Gianni Ciolli
Administer, monitor, and replicate your PostgreSQL 14 database for efficient database management and maintenanceKey FeaturesTroubleshoot and tackle any administration and management problems in PostgreSQL 14Find expert techniques for monitoring, fine-tuning, and securing your databaseAdopt efficient....
Release Date 2022/03 -
Author IBM
The focus of this blueprint is to highlight early threat detection by IBM® QRadar® and to proactively start a cyber resilience workflow in response to a cyberattack or malicious user actions. The workflow uses IBM Copy Services Manager (CSM) as orchestration software to start IBM DS8000® Safeguarded....
Release Date 2022/04 -
SQL Server Advanced Troubleshooting and Performance Tuning
This practical book provides a comprehensive overview of troubleshooting and performance tuning best practices for Microsoft SQL Server. Database engineers, including database developers and administrators, will learn how to identify performance issues, troubleshoot the system in a holistic fashion,.... -
Advanced Analytics with PySpark
The amount of data being generated today is staggering--and growing. Apache Spark has emerged as the de facto tool to analyze big data and is now a critical part of the data science toolbox. Updated for Spark 3.0, this practical guide brings together Spark, statistical methods, and real-world datase.... -
Delta Lake: The Definitive Guide
Analysis and machine learning models are only as good as the data they're built on. Querying processed data and getting insights from it requires a robust data pipeline--and an effective storage solution that ensures data quality, data integrity, and performance.This guide introduces you to Delta L....