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Hands-On Big Data Analytics with PySpark
Author Bartlomiej Potaczek , Rudy Lai
Use PySpark to easily crush messy data at-scale and discover proven techniques to create testable, immutable, and easily parallelizable Spark jobsKey FeaturesWork with large amounts of agile data using distributed datasets and in-memory caching Source data from all....
Release Date 2019/03 -
Machine Learning with R Quick Start Guide
Author Ivan Pastor Sanz
Learn how to use R to apply powerful machine learning methods and gain insight into real-world applications using clustering, logistic regressions, random forests, support vector machine, and more.Key FeaturesUse R 3.5 to implement real-world examples in machine le....
Release Date 2019/03 -
Building Computer Vision Projects with OpenCV 4 and C++
Author Roy Shilkrot , Vinicius G. Mendonca , Prateek Joshi , David Millan Escriva
Delve into practical computer vision and image processing projects and get up to speed with advanced object detection techniques and machine learning algorithmsKey FeaturesDiscover best practices for engineering and maintaining OpenCV projects Explore important dee....
Release Date 2019/03 -
Hands-On Dashboard Development with QlikView
Author Abhishek Agarwal
A step-by-step approach to building stunning dashboards with QlikViewKey FeaturesPerform effective storytelling through interactive dashboards built with QlikView Create different types of visualizations from a variety of data sources Includes tips, tricks, and bes....
Release Date 2019/03 -
Artificial Intelligence for the Internet of Everything
Author William Lawless , Ranjeev Mittu , Donald Sofge , Ira S Moskowitz , Stephen Russell
Artificial Intelligence for the Internet of Everything considers the foundations, metrics and applications of IoE systems. It covers whether devices and IoE systems should speak only to each other, to humans or to both. Further, the book explores how IoE systems affect targeted audiences (researcher....
Release Date 2019/02 -
Power Generation Technologies, 3rd Edition
Author Paul Breeze
This revised third edition of Power Generation Technologies explores even more renewable technologies in detail, from traditional fossil fuels and the more established alternatives such as wind and solar power, to emerging renewables such as biomass and geothermal ....
Release Date 2019/02 -
Author Abilio Oliveira , Grant Kabobel , Bert Dufrasne , Markus Oscheka
This IBM® Redpaper™ publication is a brief overview of synergistic aspects between various VMware offerings and the IBM Spectrum™ Accelerate family, including IBM XIV® and IBM FlashSystem® A9000 and IBM FlashSystem A9000R servers.After reviewing different integrati....
Release Date 2019/02 -
IBM Elastic Storage Server Implementation Guide for Version 5.3
Author Ravindra Sure , Nikhil Khandelwal , Vasfi Gucer , Poornima Gupte , Kiran Ghag , Punee
This IBM® Redpaper™ publication introduces and describes the IBM Elastic Storage™ Server as a scalable, high-performance data and file management solution. The solution is built on proven IBM Spectrum™ Scale technology, formerly IBM General Parallel File System (GP....
Release Date 2019/02 -
IBM HyperSwap and Multi-site HA/DR for IBM FlashSystem A9000 and A9000R
Author Vadim Steckler , Stephen Solewin , Lisa Martinez , Andrew Greenfield , Roger Eriksso
IBM® HyperSwap® is the high availability (HA) solution that provides continuous data availability in case of hardware failure, power failure, connectivity failure, or disasters. The HyperSwap capability is available for IBM FlashSystem® A9000 and IBM FlashSystem A9....
Release Date 2019/02 -
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 -
Author Scott A. Snyder , Todd Hewlin
Harness your company’s incumbent advantages to win the digital disruption gameGoliath’s Revenge is the practical guide for how executives and aspiring leaders of established companies can run the Silicon Valley playbook for themselves and capitalize on digital disr....
Release Date 2019/02 -
Python for Data Science For Dummies, 2nd Edition
Author Luca Massaron , John Paul Mueller
The fast and easy way to learn Python programming and statisticsPython is a general-purpose programming language created in the late 1980s—and named after Monty Python—that's used by thousands of people to do things from testing microchips at Intel, to powering In....
Release Date 2019/02 -
Advanced R Statistical Programming and Data Models: Analysis, Machine Learning, and Visualization
Author Joshua F. Wiley , Matt Wiley
Carry out a variety of advanced statistical analyses including generalized additive models, mixed effects models, multiple imputation, machine learning, and missing data techniques using R. Each chapter starts with conceptual background information about the techni....
Release Date 2019/02 -
Machine Learning and AI for Healthcare : Big Data for Improved Health Outcomes
Author Arjun Panesar
Explore the theory and practical applications of artificial intelligence (AI) and machine learning in healthcare. This book offers a guided tour of machine learning algorithms, architecture design, and applications of learning in healthcare and big data challenges.....
Release Date 2019/02 -
Beginning Machine Learning in iOS: CoreML Framework
Author Mohit Thakkar
Implement machine learning models in your iOS applications. This short work begins by reviewing the primary principals of machine learning and then moves on to discussing more advanced topics, such as CoreML, the framework used to enable machine learning tasks....
Release Date 2019/02 -
Natural Language Processing with PyTorch
Author Brian McMahan , Delip Rao
Natural Language Processing (NLP) provides boundless opportunities for solving problems in artificial intelligence, making products such as Amazon Alexa and Google Translate possible. If you’re a developer or data scientist new to NLP and deep learning, this practi....
Release Date 2019/02 -
Author Chris G. Williams
Voice enabled applications are popping up more frequently today. This practical book provides an in-depth tour of the Alexa Skills Kit (ASK), Amazon’s SDK for building voice-driven interactive skills for Amazon Voice Service, the Amazon Echo, and custom devices from....
Release Date 2019/02 -
Security with AI and Machine Learning
Author Allan Liska , Laurent Gil
For security professionals seeking reliable ways to combat persistent threats to their networks, there’s encouraging news. Tools that employ AI and machine learning have begun to replace the older rules- and signature-based tools that can no longer combat today’s s....
Release Date 2019/02 -
Author Ben Lorica , Paco Nathan
While O’Reilly has identified several trends among enterprise companies for adopting artificial intelligence, we decided to drill down further to learn just how businesses worldwide are planning and prioritizing this work. In a recent survey, we asked respondents about re....
Release Date 2019/02 -
Author Andrew W. Trask
Grokking Deep Learning teaches you to build deep learning neural networks from scratch! In his engaging style, seasoned deep learning expert Andrew Trask shows you the science under the hood, so you grok for yourself every detail of training neural networks. Using ....
Release Date 2019/02 -
Major Business and Technology Trends Shaping the Contemporary World
Author Dr. K.H. Yeganeh
This book builds upon a wide variety of academic and professional resources to offer an in-depth analysis of the nature, causes, and consequences of major business and technology trends of our time. First, prospects for energy, commodities, water, food, and healthc....
Release Date 2019/02 -
SAS Certified Specialist Prep Guide
Author SAS Institute
The SAS® Certified Specialist Prep Guide: Base Programming Using SAS® 9.4 prepares you to take the new SAS 9.4 Base Programming -- Performance-Based Exam. This is the official guide by the SAS Global Certification Program. This prep guide is for both new and expe....
Release Date 2019/02 -
Author Manish Kumar , Chanchal Singh
A comprehensive guide to mastering the most advanced Hadoop 3 conceptsKey FeaturesGet to grips with the newly introduced features and capabilities of Hadoop 3 Crunch and process data using MapReduce, YARN, and a host of tools within the Hadoop ecosystem Sharpen you....
Release Date 2019/02 -
Neural Network Projects with Python
Author James Loy
Build your Machine Learning portfolio by creating 6 cutting-edge Artificial Intelligence projects using neural networks in PythonKey FeaturesDiscover neural network architectures (like CNN and LSTM) that are driving recent advancements in AI Build expert neural net....
Release Date 2019/02 -
Author Helder da Rocha
Design interactive graphics and visuals for your data-driven applications using the popular open-source Chart.js data visualization library.Key FeaturesHarness the power of JavaScript, HTML, and CSS to create interactive visualizations Display quantitative informat....
Release Date 2019/02 -
SAP Business Intelligence Quick Start Guide
Author Vinay Singh
Designing and deploying solutions using the SAP BusinessObjects Business Intelligence platform 4.2. Key FeaturesGet up and running with the SAP BusinessObjects Business Intelligence platform Perform effective data analysis and visualization for actionable insights ....
Release Date 2019/02 -
Neural Networks with Keras Cookbook
Author V Kishore Ayyadevara
Implement neural network architectures by building them from scratch for multiple real-world applications.Key FeaturesFrom scratch, build multiple neural network architectures such as CNN, RNN, LSTM in Keras Discover tips and tricks for designing a robust neural ne....
Release Date 2019/02 -
Mastering Tableau 2019.1 - Second Edition
Author David Baldwin , Marleen Meier
Build, design and improve advanced business intelligence solutions using Tableau's latest features, including Tableau Prep, Tableau Hyper, and Tableau ServerKey FeaturesMaster new features in Tableau 2019.1 to solve real-world analytics challenges Perform Geo-Spat....
Release Date 2019/02 -
Hands-On Java Deep Learning for Computer Vision
Author Klevis Ramo
Leverage the power of Java and deep learning to build production-grade Computer Vision applicationsKey FeaturesBuild real-world Computer Vision applications using the power of neural networks Implement image classification, object detection, and face recognition K....
Release Date 2019/02 -
Python Machine Learning By Example - Second Edition
Author Yuxi Liu
Grasp machine learning concepts, techniques, and algorithms with the help of real-world examples using Python libraries such as TensorFlow and scikit-learnKey FeaturesExploit the power of Python to explore the world of data mining and data analytics Discover machin....
Release Date 2019/02