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Automated Machine Learning on AWS
Author Trenton Potgieter , Jonathan Dahlberg
Automate the process of building, training, and deploying machine learning applications to production with AWS solutions such as SageMaker Autopilot, AutoGluon, Step Functions, Amazon Managed Workflows for Apache Airflow, and moreKey FeaturesExplore the various AWS services that make automated machi....
Release Date 2022/04 -
Artificial Intelligence with Power BI
Author Mary-Jo Diepeveen
Learn how to create your own AI model and consume it in your Power BI reports to gain better insights from your dataKey FeaturesLearn how to gain better insights from your data by applying different AI techniques within Power BISave time by creating machine learning models independently and integrat....
Release Date 2022/04 -
SQL: A Beginner's Guide, Fourth Edition, 4th Edition
Author Andy Oppel
This fully revised, self-paced learning tool lays out all the necessary steps to quickly and easily start writing SQL programsThoroughly updated to reflect the most recent ANSI/ISO standard, SQL: A Beginner's Guide, Fourth Edition will get you up-and-running with....
Release Date 2015/11 -
The Performance of Concentrated Solar Power (CSP) Systems
Author Peter Heller
The Performance of Concentrated Solar Power (CSP) Systems: Analysis, Measurement, and Assessment offers a unique overview of the information on the state-of-the-art of analysis, measurement, and assessment of the performance of concentrated solar power (CSP) compon....
Release Date 2017/05 -
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 -
Implementing the IBM FlashSystem 5010 and FlashSystem 5030 with IBM Spectrum Virtualize V8.3.1
Organizations of all sizes face the challenge of managing massive volumes of increasingly valuable data. But storing this data can be costly, and extracting value from the data is becoming more difficult. IT organizations have limited resources, but must stay responsive to dynamic environments and a.... -
IBM Cloud Pak for Data with IBM Spectrum Scale Container Native
Author Gero Schmidt , Tara Astigarraga , Paulina Acevedo , JJ Miller , Dessa Simpson , Auste
This IBM® Redpaper® publication describes configuration guidelines and best practices when IBM Spectrum® Scale Container Native Storage Access is used as a storage provider for IBM Cloud® Pak for Data on Red Hat OpenShift Container Platform. It also provides the steps to install IBM Db2® and several....
Release Date 2021/12 -
Reimagining Businesses with AI
Discover what AI can do for your business with this approachable and comprehensive resourceReimagining Businesses with AI acquaints readers with both the business challenges and opportunities presented by the rapid growth and progress of artificial intelligence. The accomplished authors and digital .... -
Functional Aesthetics for Data Visualization
Author Vidya Setlur , Bridget Cogley
What happens when a researcher and a practitioner spend hours crammed in a Fiat discussing data visualization? Beyond creating beautiful charts, they found greater richness in the craft as an integrated whole. Drawing from their unconventional backgrounds, these two women take readers through a jour....
Release Date 2022/09 -
Optimal and Robust State Estimation
Author Yuriy S. Shmaliy , Shunyi Zhao
A unified and systematic theoretical framework for solving problems related to finite impulse response (FIR) estimateOptimal and Robust State Estimation: Finite Impulse Response (FIR) and Kalman Approaches is a comprehensive investigation into batch state estimators and recursive forms. The work beg....
Release Date 2022/08 -
The Efficiency of China's Stock Market
Author Shiguang Ma
By investigating the efficiency of China's stock market in accordance with the theoretical framework of the Efficient Market Hypothesis, this book focuses on weak form and semi-strong form market efficiency. Empirical tests have been intensively conducted on the r....
Release Date 2017/11 -
Machine Learning for Auditors: Automating Fraud Investigations Through Artificial Intelligence
Author Maris Sekar
Use artificial intelligence (AI) techniques to build tools for auditing your organization. This is a practical book with implementation recipes that demystify AI, ML, and data science and their roles as applied to auditing. You will learn about data analysis techniques that will help you gain insigh....
Release Date 2022/02 -
Author Leonard Apeltsin
Data Science Bookcamp doesn’t stop with surface-level theory and toy examples. As you work through each project, you’ll learn how to troubleshoot common problems like missing data, messy data, and algorithms that don’t quite fit the model you’re building. You’ll appreciate the detailed setup instruc....
Release Date 2021/11 -
Author Ian Wallis
A well thought out, fit-for-purpose data strategy is vital to modern data-driven businesses. This book is your essential guide to planning, developing and implementing such a strategy, presenting a framework which takes you from data strategy definition to successful strategy delivery and execution.....
Release Date 2021/08 -
Pentaho Data Integration Beginner's Guide
Author María Carina Roldán
Extract, Transform, and Load (ETL) is the essence of data integration and this book shows you how to achieve it quickly and efficiently using Pentaho Data. A hands-on guide that you’ll find an indispensable time-saver.Manipulate your data by exploring, transforming,....
Release Date 2013/10 -
Deep Learning with Microsoft Cognitive Toolkit Quick Start Guide
Author Willem Meints
Learn how to train popular deep learning architectures such as autoencoders, convolutional and recurrent neural networks while discovering how you can use deep learning models in your software applications with Microsoft Cognitive ToolkitKey FeaturesUnderstand the ....
Release Date 2019/03 -
Machine Learning at Scale with H2O
Author Gregory Keys , David Whiting
Build predictive models using large data volumes and deploy them to production using cutting-edge techniquesKey FeaturesBuild highly accurate state-of-the-art machine learning models against large-scale dataDeploy models for batch, real-time, and streaming data in a wide variety of target production....
Release Date 2022/07 -
Practical Automated Machine Learning Using H2O.ai
Author Salil Ajgaonkar
Accelerate the adoption of machine learning by automating away the complex parts of the ML pipeline using H2O.aiKey FeaturesLearn how to train the best models with a single click using H2O AutoMLGet a simple explanation of model performance using H2O ExplainabilityEasily deploy your trained models t....
Release Date 2022/09 -
Time Series Analysis with Python Cookbook
Author Tarek A. Atwan
Perform time series analysis and forecasting confidently with this Python code bank and reference manualKey FeaturesExplore forecasting and anomaly detection techniques using statistical, machine learning, and deep learning algorithmsLearn different techniques for evaluating, diagnosing, and optimiz....
Release Date 2022/06 -
Distributed Machine Learning with Python
Author Guanhua Wang
Build and deploy an efficient data processing pipeline for machine learning model training in an elastic, in-parallel model training or multi-tenant cluster and cloudKey FeaturesAccelerate model training and interference with order-of-magnitude time reductionLearn state-of-the-art parallel schemes f....
Release Date 2022/04 -
Practical Machine Learning with R
Author Brindha Priyadarshini Jeyaraman , Ludvig Renbo Olsen
Understand how machine learning works and get hands-on experience of using R to build algorithms that can solve various real-world problemsKey FeaturesGain a comprehensive overview of different machine learning techniques Explore various methods for selecting a particula....
Release Date 2019/08 -
Hospital and Healthcare Security, 5th Edition
Author Tony W York , Russell Colling
Concerns about healthcare security have proliferated in recent years, with one recent study reporting that 17% of registered nurses surveyed had been physically attacked at work over a 1-year period. From privacy concerns to the mandates of the Health Insurance Port....
Release Date 2009/10 -
Tera-Tom's 1000 Page e-Book on Teradata Architecture and SQL, 2nd Edition
Author Tom Coffing , William Coffing
This single book teaches the reader everything they need to know about Teradata, the architecture, and how Teradata works. It then gives over 1000 SQL examples that teach them everything. If you went to a desert island and could only take one book, this is the one....
Release Date 2013/09 -
Oracle Initialization Parameters Pocket Reference
Author David C. Kreines
Oracle designed its database products to be flexible and configurable so they would operate on a variety of hardware platforms, and they succeeded--Oracle software runs on more than seventy computer platforms, from mainframes to PC networks to handheld PDAs. The secret to this flexibility lies in th....
Release Date 2004/08 -
An Engineer's Guide to Mathematica
Author Edward B. Magrab
Free Mathematica 10 Update Included! Now available from www.wiley.com/go/magrabUpdated material includes:- Creating regions and volumes of arbitrary shape and determining their properties: arc length, area, centroid, and area moment of inertia- Performing integratio....
Release Date 2014/05 -
Getting Started in Chart Patterns, 2nd Edition
Author Thomas Bulkowski
Your plain-English guide to understanding and using technical chart patternsChart pattern analysis is not only one of the most important investing tools, but also one of the most popular. Filled with expert insights and practical advice from one of the best in the b....
Release Date 2014/04 -
Right-Time Experiences: Driving Revenue with Mobile and Big Data
Author Maribel Lopez
Grasp how mobile, big data, and analytics are combining to change business processesRight Experience, Right Results: Improving Profits, Margin, and Engagement with Mobile and Big Data illustrates how businesses can use mobility, big data, and analytics to enhance or....
Release Date 2014/10