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Machine Learning and Big Data with kdb+/q
Author Jan Novotny , Paul A. Bilokon , Aris Galiotos
Upgrade your programming language to more effectively handle high-frequency data Machine Learning and Big Data with KDB+/Q offers quants, programmers and algorithmic traders a practical entry into the powerful but non-intuitive kdb+ database and q programming language. Id....
Release Date 2019/12 -
IBM DS8000 High-Performance Flash Enclosure Gen2 (DS8000 R9.0)
Author Peter Kimmel , Detlef Helmbrecht , Bert Dufrasne
This IBM® Redpaper™ publication describes the IBM DS8880 High-Performance Enclosure (HPFE) Gen2 architecture and configuration, as of DS8900 Release 9.0.The IBM® DS8000® High-Performance Flash Enclosure Gen2 (HPFE Gen2) is a 2U storage enclosure that is installed i....
Release Date 2019/12 -
IBM Db2 Mirror for i Getting Started
Author Ingo Dimmer , Jean-Luc Bonhommet , Scott Vetter
IBM® Db2® Mirror for i provides a new solution for continuous availability for an IBM i environment based on an active-active clustering design that uses a low-latency communication protocol for synchronous database replication.With Db2 Mirror, IBM i customers can ....
Release Date 2019/12 -
Ready-to-use Virtual Appliance for Hands-on IVM Spectrum Archive Evaluation
Author Takeshi Ishimoto , Hiroshi Araki , Hiroyuki Miyoshi
IBM® Spectrum Archive Enterprise Edition for the IBM TS4500, IBM TS3500, IBM TS4300, and IBM TS3310 tape libraries provides seamless integration of IBM Linear Tape File System (LTFS) with IBM Spectrum® Scale by creating an LTFS tape tier. You can run any applicatio....
Release Date 2019/12 -
IBM FlashSystem 9100 Product Guide
Author Tony Pacheco , Jon Herd
This IBM® Redbooks® Product Guide publication describes IBM FlashSystem® 9100 solution, which is a comprehensive, all-flash, and NVMe-enabled enterprise storage solution that delivers the full capabilities of IBM FlashCore® technology. In addition, it provides a ri....
Release Date 2019/12 -
IBM Power Systems LC921 and LC922: Technical Overview and Introduction
Author Gustavo Santos , Ritesh Nohria , Volker Haug , Scott Vetter
This IBM® Redpaper™ publication is a comprehensive guide that covers the IBM Power Systems™ LC921 and LC922 (9006-12P and 9006-22P)) servers that use the current IBM POWER9™ processor-based technology and supports Linux operating systems (OSes). The objective of th....
Release Date 2019/12 -
IBM Power System E950: Technical Overview and Introduction
Author Armin Röll , Yongsheng Li , Volker Haug , James Cruickshank , Scott Vetter
This IBM® Redpaper™ publication gives a broad understanding of a new architecture of the IBM Power System E950 (9040-MR9) server that supports IBM AIX®, and Linux operating systems. The objective of this paper is to introduce the major innovative Power E950 offerin....
Release Date 2019/12 -
IBM Power System AC922 Technical Overview and Introduction
Author Gustavo Santos , Ritesh Nohria , Volker Haug , Scott Vetter
This IBM® Redpaper™ publication is a comprehensive guide that covers the IBM Power System AC922 server (8335-GTH and 8335-GTX models). The Power AC922 server is the next generation of the IBM POWER® processor-based systems, which are designed for deep learning (DL)....
Release Date 2019/12 -
IBM Power System L922 Technical Overview and Introduction
Author Volker Haug , Bartlomiej Grabowski , Gareth Coates , Young Hoon Cho , Scott Vetter
This IBM® Redpaper™ publication is a comprehensive guide covering the IBM Power System L922 (9008-22L) server, which was designed for data-intensive workloads such as databases and analytics in the Linux operating system. The objective of this paper is to introduce....
Release Date 2019/12 -
Author Judith Hurwitz , Henry Morris , Candace Sidner , Daniel Kirsch
The AI revolution is moving at a breakneck speed. Organizations are beginning to invest in innovative ways to monetize their data through the use of artificial intelligence. Businesses need to understand the reality of AI. To be successful, it is imperative that organizations understand that augment....
Release Date 2019/12 -
Author William Stallings
Organizations of all kinds are recognizing the crucial importance of protecting privacy. Their customers, employees, and other stakeholders demand it. Today, failures to safeguard privacy can destroy organizational reputations — and even the organizations themselve....
Release Date 2019/12 -
Foundations of Deep Reinforcement Learning: Theory and Practice in Python
Author Wah Loon Keng , Laura Graesser
The Contemporary Introduction to Deep Reinforcement Learning that Combines Theory and PracticeDeep reinforcement learning (deep RL) combines deep learning and reinforcement learning, in which artificial agents learn to solve sequential decision-making problems. In ....
Release Date 2019/12 -
Author Hans-Jurgen Schonig
Master PostgreSQL 12 features such as advanced indexing, high availability, monitoring, and much more to efficiently manage and maintain your databaseKey FeaturesGrasp advanced PostgreSQL 12 concepts with real-world examples and sample datasets Explore query parall....
Release Date 2019/11 -
Author Kirill Dubovikov
Understand data science concepts and methodologies to manage and deliver top-notch solutions for your organizationKey FeaturesLearn the basics of data science and explore its possibilities and limitations Manage data science projects and assemble teams effectively ....
Release Date 2019/11 -
Hands-On Machine Learning with TensorFlow.js
Author Kai Sasaki
Get hands-on with the browser-based JavaScript library for training and deploying machine learning models effectivelyKey FeaturesBuild, train and run machine learning models in the browser using TensorFlow.js Create smart web applications from scratch with the help....
Release Date 2019/11 -
Author Hadelin de Ponteves
This friendly and accessible guide to AI theory and programming in Python requires no maths or data science background.Key FeaturesRoll up your sleeves and start programming AI models No math, data science, or machine learning background required Packed with hands-....
Release Date 2019/11 -
Deep Learning with PyTorch 1.x
Author Laura Mitchell , Sri. Yogesh K. , Vishnu Subramanian
Build and train neural network models with high speed and flexibility in text, vision, and advanced analytics using PyTorch 1.xKey FeaturesGain a thorough understanding of the PyTorch framework and learn to implement neural network architectures Understand GPU computing ....
Release Date 2019/11 -
Machine Learning for Cybersecurity Cookbook
Author Emmanuel Tsukerman
Learn how to apply modern AI to create powerful cybersecurity solutions for malware, pentesting, social engineering, data privacy, and intrusion detectionKey FeaturesManage data of varying complexity to protect your system using the Python ecosystem Apply ML to pentestin....
Release Date 2019/11 -
Author Rahul Raj
Use Java and Deeplearning4j to build robust, scalable, and highly accurate AI models from scratchKey FeaturesInstall and configure Deeplearning4j to implement deep learning models from scratch Explore recipes for developing, training, and fine-tuning your neural ne....
Release Date 2019/11 -
Author Jihen Karoui , Farah Benamara , Veronique Moriceau
In recent years, there has been a proliferation of opinion-heavy texts on the Web: opinions of Internet users, comments on social networks, etc. Automating the synthesis of opinions has become crucial to gaining an overview on a given topic. Current automatic system....
Release Date 2019/11 -
Linguistic Fundamentals for Natural Language Processing II
Author Emily M. Bender , Alex Lascarides , Graeme Hirst
Meaning is a fundamental concept in Natural Language Processing (NLP), in the tasks of both Natural Language Understanding (NLU) and Natural Language Generation (NLG).This is because the aims of these fields are to build systems that understand what people mean when they ....
Release Date 2019/11 -
Getting Started with Machine Learning in the Cloud
Author Alice LaPlante
Your company creates terabytes and even petabytes of data, but are you actually putting it to work? The majority of enterprises stumble on their way to becoming data driven. Machine learning promises to reverse that trend, and early adopters are already seeing the ....
Release Date 2019/11 -
Author David Carmona
Much in the same way that software transformed business in the past two decades, AI is set to redefine organizations and entire industries. Just as every company is a software company today, every company will soon be an AI company.This practical guide explains how....
Release Date 2019/11 -
Practical Time Series Analysis
Author Aileen Nielsen
Time series data analysis is increasingly important due to the massive production of such data through the internet of things, the digitalization of healthcare, and the rise of smart cities. As continuous monitoring and data collection become more common, the need ....
Release Date 2019/11 -
Author Stylianos Kampakis
Data science is expanding across industries at a rapid pace, and the companies first to adopt best practices will gain a significant advantage. To reap the benefits, decision makers need to have a confident understanding of data science and its application in their....
Release Date 2019/11 -
Keeping Your AI Under Control: A Pragmatic Guide to Identifying, Evaluating, and Quantifying Risks
Author Anand Tamboli
Much of our daily lives intertwine with artificial intelligence. From watching movies recommended by our entertainment streaming service, to interacting with customer service chatbots, to autotagging photos of friends in our social media apps, AI plays an invisible....
Release Date 2019/11 -
Expert Performance Indexing in SQL Server 2019: Toward Faster Results and Lower Maintenance
Author Jason Strate
Take a deep dive into perhaps the single most important facet of good performance: indexes, and how to best use them. Recent updates to SQL Server have made it possible to create indexes in situations that in the past would have prevented their use.Other improvemen....
Release Date 2019/11 -
Hands-on Scikit-Learn for Machine Learning Applications: Data Science Fundamentals with Python
Author David Paper
Aspiring data science professionals can learn the Scikit-Learn library along with the fundamentals of machine learning with this book. The book combines the Anaconda Python distribution with the popular Scikit-Learn library to demonstrate a wide range of supervised....
Release Date 2019/11 -
Deep Neuro-Fuzzy Systems with Python: With Case Studies and Applications from the Industry
Author Yunis Ahmad Lone , Himanshu Singh
Gain insight into fuzzy logic and neural networks, and how the integration between the two models makes intelligent systems in the current world. This book simplifies the implementation of fuzzy logic and neural network concepts using Python.You’ll start by walking....
Release Date 2019/11 -
Author Jeffrey M. Rhodes
Take your Office 365 and SharePoint projects to a higher level by using PowerApps, Flow, Power BI, JavaScript/jQuery jQuery UI widgets, Cascading Style Sheets (CSS), and more. This book will help you create easier solutions to client-side problems and applications.....
Release Date 2019/11