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PyTorch 1.x Reinforcement Learning Cookbook
Author Yuxi Liu
Implement reinforcement learning techniques and algorithms with the help of real-world examples and recipesKey FeaturesUse PyTorch 1.x to design and build self-learning artificial intelligence (AI) models Implement RL algorithms to solve control and optimization ch....
Release Date 2019/10 -
Interactive Data Visualization with Python
Author Anshu Kumar , Shubhangi Hora , Sharath Chandra Guntuku , Abha Belorkar
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 wh....
Release Date 2019/10 -
Model Management and Analytics for Large Scale Systems
Author Mehmet Aksit , Mark van den Brand , Loek Cleophas , Önder Babur , Bedir Tekinerdogan
Model Management and Analytics for Large Scale Systems covers the use of models and related artefacts (such as metamodels and model transformations) as central elements for tackling the complexity of building systems and managing data. With their increased use acro....
Release Date 2019/09 -
Deep Learning Illustrated: A Visual, Interactive Guide to Artificial Intelligence
Author Grant Beyleveld , Aglaé Bassens , Jon Krohn
"The authors' clear visual style provides a comprehensive look at what's currently possible with artificial neural networks as well as a glimpse of the magic that's to come."—Tim Urban, author of Wait But WhyFully Practical, Insightful Guide to Modern Deep Learn....
Release Date 2019/09 -
IBM Reference Architecture for High Performance Data and AI in Healthcare and Life Sciences
Author Frank N. Lee , Dino Quintero
This IBM® Redpaper publication provides an update to the original description of IBM Reference Architecture for Genomics. This paper expands the reference architecture to cover all of the major vertical areas of healthcare and life sciences industries, such as geno....
Release Date 2019/09 -
Author Bruce Spell , Petar Kalachev , Detlef Helmbrecht , Roger Eriksson , Bert Dufrasne , B
This IBM® Redbooks® publication provides information for attaching the IBM FlashSystem® A9000, IBM FlashSystem A9000R, and IBM XIV® Storage System to various host operating system platforms, such as IBM AIX® and Microsoft Windows. This publication was last updated ....
Release Date 2019/09 -
IBM PowerHA SystemMirror V7.2.3 for IBM AIX and V7.22 for Linux
Author Stefan Velica , Oscar Humberto Torres , Antony Steel , Byron Martinez Martinez , Jes
This IBM® Redbooks® publication helps strengthen the position of the IBM PowerHA® SystemMirror® for Linux solution with well-defined and documented deployment models within an IBM Power Systems™ environment, which provides customers a planned foundation for busines....
Release Date 2019/09 -
Cyber Resiliency Solution for IBM Spectrum Scale
Author IBM
This document is intended to facilitate the deployment of the Cyber Resiliency solution for IBM® Spectrum Scale. This solution is designed to protect the data on IBM Spectrum™ Scale from external cyberattacks or insider attacks using its integration with IBM Spectr....
Release Date 2019/09 -
Enhanced Cyber Security with IBM Spectrum Scale and IBM QRadar
Author Sandeep R. Patil , Smita J. Raut , Praphullachandra Sharad Mujumdar , Boudhayan Cha
Having appropriate storage for hosting business-critical data and advanced Security Information and Event Management software for deep inspection, detection, and prioritization of threats has become a necessity of any business. This IBM® Redpaper publication explai....
Release Date 2019/09 -
IBM Power Systems Enterprise AI Solutions
Author Marcos Quezada , Andrew Laidlaw , Glen Corneau , Scott Vetter
This IBM® Redpaper publication helps the line of business (LOB), data science, and information technology (IT) teams develop an information architecture (IA) for their enterprise artificial intelligence (AI) environment. It describes the challenges that are faced b....
Release Date 2019/09 -
Author Ajay Ohri
BRIDGES THE GAP BETWEEN SAS AND R, ALLOWING USERS TRAINED IN ONE LANGUAGE TO EASILY LEARN THE OTHERSAS and R are widely-used, very different software environments. Prized for its statistical and graphical tools, R is an open-source programming language that is popul....
Release Date 2019/09 -
Author Lawrence N. Dworsky
A revised edition that explores random numbers, probability, and statistical inference at an introductory mathematical levelWritten in an engaging and entertaining manner, the revised and updated second edition of Probably Not continues to offer an informative guid....
Release Date 2019/09 -
Author Bruce Schneier
A collection of popular essays from security guru Bruce Schneier In his latest collection of essays, security expert Bruce Schneier tackles a range of cybersecurity, privacy, and real-world security issues ripped from the headlines. Essays cover the ever-expanding ....
Release Date 2019/09 -
Python Programming in Context, 3rd Edition
Author Julie Anderson , David L. Ranum , Bradley N. Miller
Python Programming in Context, Third Edition provides a comprehensive and accessible introduction to Python fundamentals. Updated with the latest version of Python, the new Third Edition offers a thorough overview of multiple applied areas, including image processi....
Release Date 2019/09 -
Author Ekaba Bisong
Take a systematic approach to understanding the fundamentals of machine learning and deep learning from the ground up and how they are applied in practice. You will use this comprehensive guide for building and deploying learning models to address complex use cases....
Release Date 2019/09 -
Implementing SAP S/4HANA: A Framework for Planning and Executing SAP S/4HANA Projects
Author Sanket Kulkarni
Gain a better understanding of implementing SAP S/4HANA-based digital transformations. This book helps you understand the various components involved in the planning and execution of successful SAP S/4HANA projects. Learn how to ensure success by building a solid b....
Release Date 2019/09 -
Practical Data Science with Python 3: Synthesizing Actionable Insights from Data
Author Ervin Varga
Gain insight into essential data science skills in a holistic manner using data engineering and associated scalable computational methods. This book covers the most popular Python 3 frameworks for both local and distributed (in premise and cloud based) processing. ....
Release Date 2019/09 -
SAP ABAP Objects: A Practical Guide to the Basics and Beyond
Author Rehan Zaidi
Understand ABAP objects—the object-oriented extension of the SAP language ABAP—in the latest release of SAP NetWeaver 7.5, and its newest advancements. This book begins with the programming of objects in general and the basics of the ABAP language that a developer ....
Release Date 2019/09 -
Advanced Applied Deep Learning : Convolutional Neural Networks and Object Detection
Author Umberto Michelucci
Develop and optimize deep learning models with advanced architectures. This book teaches you the intricate details and subtleties of the algorithms that are at the core of convolutional neural networks. In Advanced Applied Deep Learning, you will study advanced top....
Release Date 2019/09 -
Python for SAS Users: A SAS-Oriented Introduction to Python
Author Sarah Chen , Randy Betancourt
Business users familiar with Base SAS programming can now learn Python by example. You will learn via examples that map SAS programming constructs and coding patterns into their Python equivalents. Your primary focus will be on pandas and data management issues rel....
Release Date 2019/09 -
Building an Enterprise Chatbot: Work with Protected Enterprise Data Using Open Source Frameworks
Author Shrey Shivam , Karthik Ramasubramanian , Abhishek Singh
Explore the adoption of chatbots in business by focusing on the design, deployment, and continuous improvement of chatbots in a business, with a single use-case from the banking and insurance sector. This book starts by identifying the business processes in the ban....
Release Date 2019/09 -
Introducing MySQL Shell: Administration Made Easy with Python
Author Charles Bell
Use MySQL Shell, the first modern and advanced client for connecting to and interacting with MySQL. It supports SQL, Python, and JavaScript. That’s right! You can write Python scripts and execute them within the shell interactively, or in batch mode. The level of a....
Release Date 2019/09 -
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition
Author Aurélien Géron
Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This....
Release Date 2019/09 -
Getting Your Data Ready for AI
Author Kate Shoup
Despite the enthusiasm for AI, a recent survey reveals that few organizations have adopted this technology in any meaningful way. One reason is the tedious process of accessing, labeling, and transforming data—known as data wrangling—that consumes 80% of a data sci....
Release Date 2019/09 -
Programming PyTorch for Deep Learning
Author Ian Pointer
Take the next steps toward mastering deep learning, the machine learning method that’s transforming the world around us by the second. In this practical book, you’ll get up to speed on key ideas using Facebook’s open source PyTorch framework and gain the latest ski....
Release Date 2019/09 -
Practical Automated Machine Learning on Azure
Author Wee Hyong Tok , Parashar Shah , Deepak Mukunthu
Develop smart applications without spending days and weeks building machine-learning models. With this practical book, you’ll learn how to apply Automated Machine Learning, a process that uses machine learning to help people build machine learning models. Deepak Mu....
Release Date 2019/09 -
Author Jakub Langr , Vladimir Bok
GANs in Action teaches you to build and train your own Generative Adversarial Networks. You’ll start by creating simple generator and discriminator networks that are the foundation of GAN architecture. Then, following numerous hands-on examples, you’ll train GANs t....
Release Date 2019/09 -
The Data-Centric Revolution: Restoring Sanity to Enterprise Information Systems
Author Dave McComb
Shift from application-centric to data-centric to enable your organization to develop more efficient and successful Enterprise Information Systems. This book is the first part of a trilogy to follow "Software Wasteland". In "Software Wasteland", we detailed the cu....
Release Date 2019/09 -
A Gentle Introduction to Statistics Using SASⓇ Studio
Author Ron Cody
Point and click your way to performing statistics! Many people are intimidated by learning statistics, but A Gentle Introduction to Statistics Using SAS Studio is here to help. Whether you need to perform statistical analysis for a project or, perhaps, for a course....
Release Date 2019/09 -
Opinion Analysis in Interactions
Author Chloe Clavel
As time goes on, big companies such as Amazon, Microsoft, Google and Apple become increasingly interested in virtual assistants. The interest and development of social robots has put research into affective and social computing at the forefront of the scene. The a....
Release Date 2019/09