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Interactive Data Visualization with Python - Second Edition
Author Abha Belorkar , Sharath Chandra Guntuku , Shubhangi Ho
Create your own clear and impactful interactive data visualizations with the powerful data visualization libraries of PythonKey FeaturesStudy and use Python interactive libraries, such as Bokeh and Plotly Explore different visualization principles and understand when to ....
Release Date 2020/04 -
Mastering Azure Machine Learning
Author Christoph Korner , Kaijisse Waaijer
Master expert techniques for building automated and highly scalable end-to-end machine learning models and pipelines in Azure using TensorFlow, Spark, and KubernetesKey FeaturesMake sense of data on the cloud by implementing advanced analytics Train and optimize advanced....
Release Date 2020/04 -
Mobile Deep Learning with TensorFlow Lite, ML Kit and Flutter
Author Anubhav Singh , Rimjhim Bhadani
Learn how to deploy effective deep learning solutions on cross-platform applications built using TensorFlow Lite, ML Kit, and FlutterKey FeaturesWork through projects covering mobile vision, style transfer, speech processing, and multimedia processing Cover interesting d....
Release Date 2020/04 -
Author Michael Pawlus , Rodger Devine
Explore and implement deep learning to solve various real-world problems using modern R libraries such as TensorFlow, MXNet, H2O, and DeepnetKey FeaturesUnderstand deep learning algorithms and architectures using R and determine which algorithm is best suited for a specif....
Release Date 2020/04 -
Machine Learning with R, the tidyverse, and mlr
Author Hefin Rhys
Machine Learning with R, the tidyverse, and mlr gets you started in machine learning using R Studio and the awesome mlr machine learning package. This practical guide simplifies theory and avoids needlessly complicated statistics or math. All core ML techniques are clearl....
Release Date 2020/04 -
A Developer's Guide to Building AI Applications, 2nd Edition
Author Elaine Chang , Darren Jefford
AI is everywhere. Once the sole domain of researchers and institutions, this technology has emerged in a wide variety of areas, including network infrastructure, platforms, and services. With AI, software developers now have the means to build a variety of intelligent sol....
Release Date 2020/04 -
Author Trisha Mahoney , Kush R. Varshney , Michael Hind
Are human decisions less biased than automated ones? AI is increasingly showing up in highly sensitive areas such as healthcare, hiring, and criminal justice. Many people assume that using data to automate decisions would make everything fair, but that’s not the case. In ....
Release Date 2020/04 -
SLO Adoption and Usage in Site Reliability Engineering
Author Julie McCoy , Nicole Forsgren
Site Reliability Engineering (SRE)—a framework for managing enterprise software systems, first developed at Google—helps lower operational costs, enhance development productivity, and increase feature release. But if service-level objectives (SLOs) aren’t part of your SRE....
Release Date 2020/04 -
Author Carlo Appugliese , Paco Nathan , William S. Roberts
As more companies work to adopt AI for business processes, project costs and failure rates are on the rise. Why? No standard practice exists for implementing AI in business applications, and many organizations don’t have the skills, processes, and tools to mitigate risk. ....
Release Date 2020/04 -
ML Ops: Operationalizing Data Science
Author David Sweenor , Steven Hillion , Dan Rope
More than half of the analytics and machine learning (ML) models created by organizations today never make it into production. Instead, many of these ML models do nothing more than provide static insights in a slideshow. If they aren’t truly operational, these models can’....
Release Date 2020/04 -
Author Rob Thomas , Paul Zikopoulos
AI may be the greatest opportunity of our time, with the potential to add nearly $16 trillion to the global economy over the next decade. But so far, adoption has been much slower than anticipated, or so headlines may lead you to believe. With this practical guide, busine....
Release Date 2020/04 -
The Value of AI-Powered Business Intelligence
Author Michael Norris
Artificial intelligence can yield powerful results when applied to business intelligence. Whether it’s pattern recognition in words, numbers, and big datasets or optimizing processes and expediting outcomes, AI is becoming a critical business component. In this report, Mi....
Release Date 2020/04 -
Author Rob Thomas
AI may be the greatest opportunity of our time, with the potential to add nearly $16 trillion to the global economy over the next decade. But so far adoption has been much slower than anticipated. With this practical report, business leaders will discover where they are i....
Release Date 2020/04 -
Building a Unified Data Infrastructure
Author Alice LaPlante
The vast majority of businesses today already have a documented data strategy. But only a third of these forward-thinking companies have evolved into data-driven organizations or even begun to move toward a data culture. Most have yet to treat data as a business asset, mu....
Release Date 2020/04 -
Author Alan Beaulieu
As more and more data floods into your company, you need to put it to work right away—and SQL is a vital tool for getting the job done. With the latest edition of this introductory guide, author Alan Beaulieu helps developers quickly get up to speed with SQL fundam....
Release Date 2020/04 -
The Evolving Role of the Data Engineer
Author Andy Oram
Companies working to become data driven often view data scientists as heroes, but that overlooks the vital role that data engineers play in the process. While data scientists focus on finding new insights from datasets, data engineers deal with preparation—obtaining, clea....
Release Date 2020/04 -
Author Steve Wilkes , Alok Pareek
Data is being generated at an unrelenting pace, and data storage capacity can’t keep up. Enterprises must modernize the way they use and manage data by collecting, processing, and analyzing it in real time—in other words, streaming. This practical report explains everythi....
Release Date 2020/04 -
Author Sulaymon L. Eshkabilov
Employ the essential and hands-on tools and functions of MATLAB's ordinary differential equation (ODE) and partial differential equation (PDE) packages, which are explained and demonstrated via interactive examples and case studies. This book contains dozens of simulatio....
Release Date 2020/04 -
Artificial Intelligence for Business
Author Jason L. Anderson , Jeffrey L. Coveyduc
Artificial Intelligence for Business: A Roadmap for Getting Started with AI will provide the reader with an easy to understand roadmap for how to take an organization through the adoption of AI technology. It will first help with the identification of which business probl....
Release Date 2020/04 -
End-to-end Data Analytics for Product Development
Author Rosa Arboretti Giancristofaro , Mattia De Dominicis
An interactive guide to the statistical tools used to solve problems during product and process innovationEnd to End Data Analytics for Product Development is an accessible guide designed for practitioners in the industrial field. It offers an introduction to data analyti....
Release Date 2020/04 -
Natural Language Processing with Python and spaCy
Author Yuli Vasiliev
Natural Language Processing with Python and spaCy will show you how to create NLP applications like chatbots, text-condensing scripts, and order-processing tools quickly and easily. You’ll learn how to leverage the spaCy library to extract meaning from text intelligently;....
Release Date 2020/04 -
Automate and Orchestrate Your IBM FlashSystem Hybrid Cloud with Red Hat Ansible Version 1 Release 1
Author IBM
This document is intended to facilitate the deployment of Red Hat Ansible for the IBM FlashSystem®. The document describes the automation and orchestration of storage provisioning for the IBM FlashSystem by using Red Hat Ansible. To complete the tasks that are described i....
Release Date 2020/04 -
Electronic Health Records with Epic and IBM FlashSystem 9200 Blueprint Version 2 Release 3
Author IBM
This information is intended to facilitate the deployment of IBM® FlashSystem for the Epic Corporation electronic health record (EHR) solution by describing the requirements and specifications for configuring IBM FlashSystem® 9200 and its parameters. The document also des....
Release Date 2020/04 -
MOS Study Guide for Microsoft Access Expert Exam MO-500
Author Paul Maloo
Advance your everyday proficiency with Access 2019. And earn the credential that proves it! Demonstrate your expertise with Microsoft Access! Designed to help you practice and prepare for Microsoft Office Specialist (MOS): Access 2019 certification, this official Stu....
Release Date 2020/04 -
Is China Taking the Lead in AI?
Author Jeffrey Ding , Frieda Klotz
Although some observers have compared the rivalry between the United States and China over AI to the Cold War, Oxford researcher Jeffrey Ding says the analogy is flawed. AI is a general-purpose technology that can be applied across many different domains — including nat....
Release Date 2020/04 -
Artificial Intelligence Design and Solution for Risk and Security
Author Archie Addo , Srini Centhala , Muthu Shanmugam
Artificial Intelligence (AI) Design and Solutions for Risk and Security targets readers to understand, learn, define problems, and architect AI projects.Starting from current business architectures and business processes to futuristic architectures. Introduction to data a....
Release Date 2020/03 -
Artificial Intelligence for Security
Author Archie Addo , Srini Centhala , Muthu Shanmugam
Artificial Intelligence (AI) for security management explores terminologies of security and how AI can be applied to automate security processes.Additionally, the text provides detailed explanations and recommendations for how implement procedures. Practical examples and ....
Release Date 2020/03 -
Artificial Intelligence for Risk Management
Author Archie Addo , Srini Centhala , Muthu Shanmugam
Artificial Intelligence (AI) for Risk Management is about using AI to manage risk in the corporate environment.The content of this work focuses on concepts, principles, and practical applications that are relevant to the corporate and technology environments. The authors ....
Release Date 2020/03 -
Uses and Risks of Business Chatbots
Author Tania Peitzker
This world first summary of the evolution of 2D chatbots in websites, backends of portals and social media apps, and conversationally advanced 3D mixed reality cognitive interfaces, serves several purposes.It dissects some of the best-known case studies to emerge from the....
Release Date 2020/03 -
Author Greg Deckler
Solve real-world business problems by learning how to create common industry key performance indicators and other calculations using DAX within Microsoft products such as Power BI, SQL Server, and Excel.Key FeaturesLearn to write sophisticated DAX queries to solve busines....
Release Date 2020/03