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Professional Azure SQL Managed Database Administration - Third Edition
Master data management by effectively utilizing the features of Azure SQL database.Key FeaturesLearn to automate common management tasks with PowerShell.Understand different methods to generate elastic pools and shards to scale Azure SQL databases.Learn to develop a scalable cloud solution through o.... -
Cleaning Data for Effective Data Science
Think about your data intelligently and ask the right questionsKey FeaturesMaster data cleaning techniques necessary to perform real-world data science and machine learning tasksSpot common problems with dirty data and develop flexible solutions from first principlesTest and refine your newly acquir.... -
Effortless App Development with Oracle Visual Builder
Build web and mobile apps quickly with Oracle Visual Builder and delve into real-time end-to-end use cases, exploring best practices, recommendations, security, and debugging techniquesKey FeaturesExecute various real-time use cases and develop web and mobile applications quicklyEnhance your skills .... -
Interpretable Machine Learning with Python
Understand the key aspects and challenges of machine learning interpretability, learn how to overcome them with interpretation methods, and leverage them to build fairer, safer, and more reliable modelsKey FeaturesLearn how to extract easy-to-understand insights from any machine learning modelBecome.... -
Author Phil Winder
Reinforcement learning (RL) will deliver one of the biggest breakthroughs in AI over the next decade, enabling algorithms to learn from their environment to achieve arbitrary goals. This exciting development avoids constraints found in traditional machine learning (ML) al....
Release Date 2021/03 -
Data Governance: The Definitive Guide
Author Evren Eryurek , Uri Gilad , Valliappa Lakshmanan
As your company moves data to the cloud, you need to consider a comprehensive approach to data governance, along with well-defined and agreed-upon policies to ensure you meet compliance. Data governance incorporates the ways that people, processes, and technology work tog....
Release Date 2021/03 -
Applied Natural Language Processing in the Enterprise
Author Ankur A. Patel , Ajay Uppili Arasanipalai
NLP is one of the hottest topics in AI today. Having lagged for years behind other deep learning fields such as computer vision, NLP only recently gained mainstream popularity. Google, Facebook, and OpenAI have open-sourced large pretrained language models, but many organ....
Release Date 2021/03 -
Mastering Kafka Streams and ksqlDB
Author Mitch Seymour
Working with unbounded and fast-moving data streams has historically been difficult. But with Kafka Streams and ksqlDB, building stream processing applications is easy and fun. This practical guide explores the world of real-time data systems through the lens of these pop....
Release Date 2021/03 -
Improving the Quality of ABAP Code: Striving for Perfection
Gain an in-depth understanding of the large number of common problems found in ABAP programs and have a robust methodology for fixing problems when you find them. This book also shows you how to prevent them from occurring in new programs.A large chunk of the world’s biggest organizations use SAP so.... -
CDPSE Certified Data Privacy Solutions Engineer All-in-One Exam Guide
This study guide offers 100% coverage of every objective for the Certified Data Privacy Solutions Engineer Exam This resource offers complete, up-to-date coverage of all the material included on the current release of the Certified Data Privacy Solutions Engineer exam. Written by an IT security an.... -
IBM SPSS Essentials, 2nd Edition
Master the fundamentals of SPSS with this newly updated and instructive resourceThe newly and thoroughly revised Second Edition of SPSS Essentials delivers a comprehensive guide for students in the social sciences who wish to learn how to use the Statistical Package for the Social Sciences (SPSS) fo.... -
Automating the Modern Data Warehouse
The opportunity to modernize and improve the enterprise data warehouse is one of the best reasons for moving your application to the cloud. A data warehouse can access a greater diversity of use cases and practices than is possible in an existing environment. In this report, researcher and analyst S.... -
The Rise of the Knowledge Graph
Businesses manage data to understand the connections between their customers, products or services, features, markets, and anything else that affects the business. With a knowledge graph, you can represent these connections directly to analyze and understand the compound relationsh.... -
High Performant File System Workloads for AI and HPC on AWS using IBM Spectrum Scale
This IBM® Redpaper® publication is intended to facilitate the deployment and configuration of the IBM Spectrum® Scale based high-performance storage solutions for the scalable data and AI solutions on Amazon Web Services (AWS).Configuration, testing results, and tuning guidelines for running the IBM.... -
IBM TS7700 Series DS8000 Object Store User's Guide Version 2.0
The IBM® TS7700 features a functional enhancement that allows for the TS7700 to act as an object store for transparent cloud tiering with IBM DS8000® (DS8K), DFSMShsm (HSM), and native DFSMSdss (DSS). This function can be used to move data sets directly from DS8000 to TS7700. This IBM Redpaper publi.... -
Business Continuity Orchestration for IBM FlashSystem Hybrid Cloud with Red Hat Ansible V1R1
This document is intended to facilitate the deployment of Red Hat Ansible for IBM® FlashSystem. The document showcases the automation and orchestration of storage provisioning and copy services, such as Global Mirror, Global Mirror with change volumes, and Metro Mirror for IBM FlashSystem® in hybrid.... -
IBM FlashSystem 5000 and 5200 for Mid-Market
The IBM® FlashSystem 5015, 5035, and 5200 help you meet the challenges of rapid data growth while staying within limited IT budgets. These systems allow you to quickly consolidate, simplify, and optimize your IT infrastructure with an efficient, highly flexible, yet easy-to-use storage system with p.... -
IBM Spectrum Protect Plus Practical Guidance for Deployment, Configuration, and Usage
IBM® Spectrum Protect Plus is a data protection solution that provides near-instant recovery, replication, retention management, and reuse for virtual machines, databases, and applications backups in hybrid multicloud environments.IBM Knowledge Center for IBM Spectrum® Protect Plus provides extensiv.... -
Securing Your Critical Workloads with IBM Hyper Protect Services
Many organizations must protect their mission-critical applications in production, but security threats can also surface during the development and pre-production phases. Also, during deployment and production, insiders who manage the infrastructure that hosts critical applications can pose a threat.... -
Author Chenguang Zhu
Machine reading comprehension (MRC) is a cutting-edge technology in natural language processing (NLP). MRC has recently advanced significantly, surpassing human parity in several public datasets. It has also been widely deployed by industry in search engine and quality assurance systems. Machine Rea....
Release Date 2021/03 -
Machine Learning Using TensorFlow Cookbook
Master TensorFlow to create powerful machine learning algorithms, with valuable insights on Keras, Boosted Trees, Tabular Data, Transformers, Reinforcement Learning and moreKey FeaturesWork with the latest code and examples for TensorFlow 2Get to grips with the fundamentals including variables, matr.... -
Advanced Natural Language Processing with TensorFlow 2
One-stop solution for NLP practitioners, ML developers, and data scientists to build effective NLP systems that can perform real-world complicated tasksKey FeaturesApply deep learning algorithms and techniques such as BiLSTMS, CRFs, BPE and more using TensorFlow 2Explore applications like text gener.... -
Python Data Analysis - Third Edition
Understand data analysis pipelines using machine learning algorithms and techniques with this practical guideKey FeaturesPrepare and clean your data to use it for exploratory analysis, data manipulation, and data wranglingDiscover supervised, unsupervised, probabilistic, and Bayesian machine learnin....