-
Designing Machine Learning Systems
Many tutorials show you how to develop ML systems from ideation to deployed models. But with constant changes in tooling, those systems can quickly become outdated. Without an intentional design to hold the components together, these systems will become a technical liability, prone to errors and be .... -
Practical Azure SQL Database for Modern Developers: Building Applications in the Microsoft Cloud
Author Davide Mauri , Silvano Coriani , Anna Hoffman
Here is the expert-level, insider guidance you need on using Azure SQL Database as your back-end data store. This book highlights best practices in everything ranging from full-stack projects to mobile applications to critical, back-end APIs. The book provides instruction....
Release Date 2020/11 -
Author Tathagata Das , Brooke Wenig , Denny Lee , Jules Damji
Data is getting bigger, arriving faster, and coming in varied formats—and it all needs to be processed at scale for analytics or machine learning. How can you process such varied data workloads efficiently? Enter Apache Spark.Updated to emphasize new features in Sp....
Release Date 2020/07 -
The Complete Edition – Software Engineering for Real-Time Systems
Author Jim Cooling
Adopt a diagrammatic approach to creating robust real-time embedded systemsKey FeaturesExplore the impact of real-time systems on software design Understand the role of diagramming in the software development process Learn why software performance is a key element ....
Release Date 2019/12 -
XML in Office 2003: Information Sharing with Desktop XML
Author Priscilla Walmsley , Charles F. Goldfarb
Co-authors are the world-renowned inventor of markup languages and a developer of the W3C XML Schema specificationDetailed coverage of Office 2003 Professional XML features, plus all the XML knowledge you need to use themLearn to edit your XML document with Word, an....
Release Date 2003/12 -
IBM TS4500 R6 Tape Library Guide
Author Jeremy Tudgay , Jesus Eduardo Cervantes Rolon , Khanh Ngo , Robert Beiderbeck , Larr
The IBM® TS4500 (TS4500) tape library is a next-generation tape solution that offers higher storage density and integrated management than previous solutions.This IBM Redbooks® publication gives you a close-up view of the new IBM TS4500 tape library. In the TS4500,....
Release Date 2020/01 -
The Modern Data Warehouse in Azure: Building with Speed and Agility on Microsoft’s Cloud Platform
Author Matt How
Build a modern data warehouse on Microsoft's Azure Platform that is flexible, adaptable, and fast—fast to snap together, reconfigure, and fast at delivering results to drive good decision making in your business.Gone are the days when data warehousing projects were lumbe....
Release Date 2020/06 -
Applied Unsupervised Learning with R
Author Bradford Tuckfield , Alok Malik
Design clever algorithms that discover hidden patterns and draw responses from unstructured, unlabeled data.Key FeaturesBuild state-of-the-art algorithms that can solve your business' problems Learn how to find hidden patterns in your data Revise key concepts with....
Release Date 2019/03 -
The Natural Language Processing Workshop
Author Rohan Chopra , Aniruddha M. Godbole , Nipun Sadvilkar
Make NLP easy by building chatbots and models, and executing various NLP tasks to gain data-driven insights from raw text dataKey FeaturesGet familiar with key natural language processing (NLP) concepts and terminologyExplore the functionalities and features of popular NL....
Release Date 2020/08 -
FileMaker 8 Calculation Functions
Author Bob Bowers , Scott Love , Steve Lane
The calculation dialog in FileMaker serves as a fundamental element in nearly all development activities. The calculation dialog allows developers easy access to the data fields in their solutions and to a complete function list. This Short Cut presents a complete d....
Release Date 2006/08 -
Author Dejan Sarka , Kevin Farlee , Itzik Ben-Gan , Adam Machanic
T-SQL insiders help you tackle your toughest queries and query-tuning problems Squeeze maximum performance and efficiency from every T-SQL query you write or tune. Four leading experts take an in-depth look at T-SQL’s internal architecture and offer advanced practic....
Release Date 2015/03 -
Author Narjisse Zaki , David J Simpson , Moshe Reder , Helene Grosch , Armelle Chev , Sam Am
AbstractOracle Database 12c Release 1 running on Linux is available for deployment on IBM® LinuxONE. The enterprise-grade Linux on LinuxONE solution is designed to add value to Oracle Database solutions, including the new functions that are introduced in Oracle Dat....
Release Date 2017/05 -
IBM DS8880 Integrated Copy Services Manager and LDAP Client on the HMC
Author Jean Iyabi , Bert Dufrasne
IBM® Copy Services Manager (CSM) is a replication management solution that is based on the IBM Tivoli® Productivity Center for Replication technology. CSM inherits all the Tivoli Productivity Center for Replication capabilities and continues to provide Copy Service....
Release Date 2017/02 -
Introducing the IBM DS8882F Rack Mounted Storage System
Author Bert Dufrasne , Sherry Brunson , Stephen Manthorpe
This IBM® Redpaper™ presents and positions the DS8882F.The DS8882F adds a modular rack-mountable enterprise storage system to the DS8880 family of all-flash enterprise storage systems. The modular system can be integrated into 16U contiguous space of an existing IB....
Release Date 2018/12 -
Analytics at Work: Smarter Decisions, Better Results
Author Robert Morison , Jeanne Harris , Thomas Davenport
Most companies have massive amounts of data at their disposal, yet fail to utilize it in any meaningful way. But a powerful new business tool - analytics - is enabling many firms to aggressively leverage their data in key business decisions and processes, with impre....
Release Date 2010/02 -
MySQL High Availability, 2nd Edition
Author Lars Thalmann , Mats Kindahl , Charles Bell
Server bottlenecks and failures are a fact of life in any database deployment, but they don’t have to bring everything to a halt. This practical book explains replication, cluster, and monitoring features that can help protect your MySQL system from outages, whether....
Release Date 2014/04 -
Beginning DAX with Power BI: The SQL Pro’s Guide to Better Business Intelligence
Author Philip Seamark
Attention all SQL Pros, DAX is not just for writing Excel-based formulas! Get hands-on learning and expert advice on how to use the vast capabilities of the DAX language to solve common data modeling challenges. Beginning DAX with Power BI teaches key concepts....
Release Date 2018/03 -
Author Marshall Presser , Kevin Sitto
If your organization is about to enter the world of big data, you not only need to decide whether Apache Hadoop is the right platform to use, but also which of its many components are best suited to your task. This field guide makes the exercise manageable by breaki....
Release Date 2015/03 -
97 Things About Ethics Everyone in Data Science Should Know
Author Bill Franks
Most of the high-profile cases of real or perceived unethical activity in data science aren’t matters of bad intent. Rather, they occur because the ethics simply aren’t thought through well enough. Being ethical takes constant diligence, and in many situations identifying....
Release Date 2020/08 -
Practical Python Data Wrangling and Data Quality
There are awesome discoveries to be made and valuable stories to be told in datasets--and this book will help you uncover them. Whether you already work with data or just want to understand its possibilities, the techniques and advice in this practical book will help you learn how to better clean, e.... -
Training Data for Machine Learning Models
Your training data has as much to do with the success of your data project as the algorithms themselves--most failures in deep learning systems relate to training data. But while training data is the foundation for successful machine learning, there are few comprehensive resources to help you ace th.... -
Programming the Microsoft Bot Framework: A Multiplatform Approach to Building Chatbots
Author Joe Mayo
This is the only comprehensive, authoritative guide to building Conversational User Interfaces (CUI, a.k.a. bots, chatbots, or chatterbots) with the Microsoft Bot Framework. Reflecting the next radical revolution in human-computer interaction, it will help you leve....
Release Date 2017/11 -
OpenCV: Computer Vision Projects with Python
Author Michael Beyeler , Prateek Joshi , Joseph Howse
Get savvy with OpenCV and actualize cool computer vision applicationsAbout This BookUse OpenCV's Python bindings to capture video, manipulate images, and track objectsLearn about the different functions of OpenCV and their actual implementations.Develop a series o....
Release Date 2016/10 -
Deep Learning with TensorFlow 2 and Keras - Second Edition
Author Antonio Gulli , Amita Kapoor , Sujit Pal
Build machine and deep learning systems with the newly released TensorFlow 2 and Keras for the lab, production, and mobile devicesKey FeaturesIntroduces and then uses TensorFlow 2 and Keras right from the start Teaches key machine and deep learning techniques Understand....
Release Date 2019/12 -
Author Michael Engelbrecht , Larry Coyne
The IBM® TS4500 tape library is a next-generation tape solution that offers higher storage density and integrated management.This IBM Redbooks® publication gives you a close-up view of the new IBM TS4500 tape library. In the TS4500, IBM delivers the density that tod....
Release Date 2015/01 -
Author Marlene Theriault , William Heney
Security in a relational database management system is complex, and too few DBAs, system administrators, managers, and developers understand how Oracle implements system and database security. This book gives you the guidance you need to protect your databases. Ora....
Release Date 1998/10 -
Introducing and Implementing IBM FlashSystem V9000
Author Alexander Watson , Corne Lottering , Arne Lehfeldt , Carsten Larsen , Brett Kerns , J
Storage capacity and performance requirements are growing faster than ever before, and the costs of managing this growth are depleting more of the information technology (IT) budget.The IBM® FlashSystem™ V9000 is the premier, fully integrated, Tier 1, all-flash off....
Release Date 2015/11 -
Author Markus Oscheka , Bertrand Dufrasne , Lisa Martinez , Roger Eriksson
This IBM® Redbooks® publication describes storage management functions and their configuration and usage with the IBM Hyper-Scale Manager management graphical user interface (GUI) for IBM FlashSystem® A9000 and A9000R, IBM XIV® Gen3, and IBM Spectrum™ Accelerate so....
Release Date 2017/02 -
IBM FlashSystem A9000 Product Guide (Version 12.3.2)
Author Lisa Martinez , Roger Eriksson , Francesco Anderloni , Stephen Solewin , Bert Dufras
This IBM® Redbooks® Product Guide is an overview of the main characteristics, features, and technology that are used in IBM FlashSystem® A9000Model 425, with IBM FlashSystem A9000 Software V12.3.2. Software version 12.3.2, with Hyper-Scale Manager version 5.6 or la....
Release Date 2019/06 -
Walmart and the CICS Asynchronous API: An Adoption Experience
Author Frank De Gilio Pradeep Gohil Nick Garrod , Randy Frerking , Rich Jackson , Kellie M
AbstractThis IBM® Redbooks® publication discusses practical uses of the IBM CICS asynchronous API capability. It describes the methodology, design and thought process used by a large client, Walmart, and the considerations of the choices made. The Redbooks publicat....
Release Date 2019/03