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The Perils of Applying AI Prediction to Complex Decisions
Author Frieda Klotz , Susan Athey
While AI is brilliantly placed to solve decisions that are concrete and well-defined, in other contexts it can fail spectacularly, showing connections between facts or events but stumbling when the need to disentangle cause from correlation arises. Human input in t....
Release Date 2019/05 -
IBM FlashSystem A9000 and A9000R Business Continuity Solutions
Author Lisa Martinez , Roger Eriksson , Francesco Anderloni , Bert Dufrasne
This edition applies to FlashSystem A9000 and A9000R, Model 415 and 425, with system software Version 12.3IBM® FlashSystem A9000 and IBM FlashSystem® A9000R provide copy functions suited for various data protection scenarios that enable you to enhance your business....
Release Date 2019/03 -
Graph-Powered Analytics and Machine Learning with TigerGraph
With the rapid rise of graph databases, organizations are now implementing advanced analytics and machine learning solutions to help drive business outcomes. This practical guide shows data scientists, data engineers, architects, and business analysts how to get started with a graph database using T.... -
Adjustment Computations, 6th Edition
Author Charles D. Ghilani
The definitive guide to bringing accuracy to measurement, updated and supplementedAdjustment Computations is the classic textbook for spatial information analysis and adjustment computations, providing clear, easy-to-understand instruction backed by real-world prac....
Release Date 2017/10 -
Author Leonard L. Grigs
Power Systems, Third Edition (part of the five-volume set, The Electric Power Engineering Handbook) covers all aspects of power system protection, dynamics, stability, operation, and control. Under the editorial guidance of L.L. Grigsby, a respected and accomplished....
Release Date 2017/12 -
A Developer's Guide to Building AI Applications
Author Wee Hyong Tok , Anand Raman
AI is accelerating the digital transformation for every industry, with examples ranging from manufacturing, retail, finance, healthcare, and many others. At this rate, every industry will be able to use AI to amplify human ingenuity. In this ebook, Joseph Sirosh, C....
Release Date 2018/07 -
Author B. Diane Blackwood
Concoct dynamic business intelligence dashboards for financial analysis with QlikViewAbout This BookGet accustomed to QlikView features for effective data analysis and visualization in FinanceEmploy the Memory data store, which refreshes data in real time, providing....
Release Date 2015/09 -
Author Eric Brown , Thirukkumaran Haridass
Get a fundamental understanding of how Google BigQuery works by analyzing and querying large datasetsAbout This BookGet started with BigQuery API and write custom applications using itLearn how BigQuery API can be used for storing, managing, and query massive datas....
Release Date 2017/12 -
Training Systems Using Python Statistical Modeling
Author Curtis Miller
Leverage the power of Python and statistical modeling techniques for building accurate predictive modelsKey FeaturesGet started with Python's rich suite of libraries for statistical modeling Implement regression and clustering, and train neural networks from scratch Di....
Release Date 2019/05 -
Microsoft SQL Server 2005 Notification Services
Author Shyam Pather
Microsoft SQL Server 2005 Notification Services covers the basic problems of notification applications, describes the SQL Notification Services platform and describes how to use it to build rich, scalable notification applications. Written by Shyam Pather, the Techn....
Release Date 2006/02 -
Foundation Vibration Analysis Using Simple Physical Models
Author John P. Wolf
This book provides simple physical models to represent the unbounded soil in time and frequency domain analysis. They do not supplant the more generally applicable rigorous methods, but rather supplement them. The physical models used consists of the following repre....
Release Date 1994/05 -
Author N. Balakrishnan
Methods and Applications of Statistics in Clinical Trials, Volume 2: Planning, Analysis, and Inferential Methods includes updates of established literature from the Wiley Encyclopedia of Clinical Trials as well as original material based on the latest developments i....
Release Date 2014/06 -
Natural Gas Processing from Midstream to Downstream
Author Kenneth R. Hall , Ioannis G. Economou , Mahmoud M. El-Halwagi , Nimir O. Elbashir
A comprehensive review of the current status and challenges for natural gas and shale gas production, treatment and monetization technologies Natural Gas Processing from Midstream to Downstream presents an international perspective on the production and monetizatio....
Release Date 2019/02 -
Electric Power Generation, Transmission, and Distribution, 3rd Edition
Author Leonard L. Grigs
Featuring contributions from worldwide leaders in the field, the carefully crafted Electric Power Generation, Transmission, and Distribution, Third Edition (part of the five-volume set, The Electric Power Engineering Handbook) provides convenient access to detailed ....
Release Date 2015/09 -
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 Aileen Nielsen
Fairness is an increasingly important topic as machine learning and AI more generally take over the world. While this is an active area of research, many realistic best practices are emerging at all steps along the data pipeline, from data selection and preprocessi....
Release Date 2020/09 -
Machine Learning for OpenCV 4 - Second Edition
Author Michael Beyeler , Vishwesh Ravi Shrimali , Aditya Sharma
A practical guide to understanding the core machine learning and deep learning algorithms, and implementing them to create intelligent image processing systems using OpenCV 4Key FeaturesGain insights into machine learning algorithms, and implement them using OpenCV....
Release Date 2019/09 -
Oracle® Database 10g Insider Solutions
Author Richard Stroupe , John Kanagaraj , Arun Kumar R.
Oracle Database 10g Insider Solutions is a must-have reference guide for all Oracle professionals. It provides much-needed information on best practices, tips, and techniques in debugging, installation, deployment, and tuning of the Oracle 10g database. You can draw....
Release Date 2005/08 -
VersaStack Solution by Cisco and IBM with IBM DB2, IBM Spectrum Control, and IBM Spectrum Protect
Author Asher Pemberton , Filip Van Den Neucker , Sanjeev Naldurgkar , Vadi Bhatt , Jon Tate
Dynamic organizations want to accelerate growth while reducing costs. To do so, they must speed the deployment of business applications and adapt quickly to any changes in priorities. Organizations require an IT infrastructure to be easy, efficient, and versatile.T....
Release Date 2016/02 -
IBM FlashSystem A9000R 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® A9000R Model 415 and Model 425, with IBM FlashSystem A9000R Software V12.3.2.Software version 12.3.2, with Hyper-Scale Manager v....
Release Date 2019/06 -
Securing Your Cloud: IBM Security for LinuxONE
Author Maciej Olejniczak , Felipe Cardeneti Mendes , Karen Medhat Fahmy , Klaus Egeler , Ed
As workloads are being offloaded to IBM® LinuxONE based cloud environments, it is important to ensure that these workloads and environments are secure.This IBM Redbooks® publication describes the necessary steps to secure your environment from the hardware level th....
Release Date 2019/08 -
MongoDB Performance Tuning: Optimizing MongoDB Databases and their Applications
Use this fast and complete guide to optimize the performance of MongoDB databases and the applications that depend on them. You will be able to turbo-charge the performance of your MongoDB applications to provide a better experience for your users, reduce your running costs, and avoid application gr.... -
Author Ben Lorica , Mike Loukides
As this brief article explains, AI broadly defines many systems designed to answer questions and solve problems. Consider Amazon’s recommendation system. Or the GPS navigation system that talks to you. Like plumbing or electricity, we’ll soon take AI for granted as....
Release Date 2018/04 -
Author Alex Petrov
When it comes to choosing, using, and maintaining a database, understanding its internals is essential. But with so many distributed databases and tools available today, it’s often difficult to understand what each one offers and how they differ. With this practica....
Release Date 2019/10 -
Author O'Reilly Media , Inc.
The past year or so has seen a true explosion in both the capabilities and adoption of artificial intelligence technologies. Today’s generalized AI tools can solve specific problems more powerfully than the complex rule-based tools that preceded them. And, because ....
Release Date 2017/02 -
Perspectives on Dialogue: Making Talk Developmental for Individuals and Organizations
Author Nancy M. Dixon
There is a growing sense today that organizations and the people that make them up are, to repeat a figure of speech recently used by Robert Kegan, in over their heads. As diversity becomes the rule and change the sole constant, complexity is increasing. It is gene....
Release Date 1996/05 -
Customer Data and Privacy: The Insights You Need from Harvard Business Review
Author Harvard Business Review , Timothy Morey , Andrew Burt
Collect data and build trust.With the rise of data science and machine learning, companies are awash in customer data and powerful new ways to gain insight from that data. But in the absence of regulation and clear guidelines from most federal or state governments, it's ....
Release Date 2020/09 -
Deep Learning for Natural Language Processing
Author Monicah Wambugu , Tanuj Jain , Shubhangi Hora , Karthiek Reddy Bokka
Gain knowledge of various deep neural network architectures and their areas of application to conquer your NLP issuesKey FeaturesGain insights into the basic building blocks of natural language processing Learn how to select the best deep neural network to solve yo....
Release Date 2019/06 -
Mastering Computer Vision with TensorFlow 2.x
Author Krishnendu Kar
Apply neural network architectures to build state-of-the-art computer vision applications using the Python programming languageKey FeaturesGain a fundamental understanding of advanced computer vision and neural network models in use today Cover tasks such as low-level vi....
Release Date 2020/05 -
Machine Learning for Algorithmic Trading - Second Edition
Author Stefan Jansen
Leverage machine learning to design and back-test automated trading strategies for real-world markets using pandas, TA-Lib, scikit-learn, LightGBM, SpaCy, Gensim, TensorFlow 2, Zipline, backtrader, Alphalens, and pyfolio.Key FeaturesDesign, train, and evaluate machine lea....
Release Date 2020/07