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SQL Server 2019 AlwaysOn: Supporting 24x7 Applications with Continuous Uptime
Author Peter A. Carter
Get a fast start to using AlwaysOn, the SQL Server solution to high-availability and disaster recovery. This third edition is newly-updated to cover the 2019 editions of both SQL Server and Windows Server and includes strong coverage of implementing AlwaysOn Availability ....
Release Date 2020/11 -
Practical Machine Learning in JavaScript: TensorFlow.js for Web Developers
Author Charlie Gerard
Build machine learning web applications without having to learn a new language. This book will help you develop basic knowledge of machine learning concepts and applications. You’ll learn not only theory, but also dive into code samples and example projects with Tens....
Release Date 2020/11 -
Author Isaiah Hull
Find solutions to problems in economics and finance using tools from machine learning. ML has taken time to move into the space of academic economics. This is because empirical work in economics is concentrated on the identification of causal relationships in parsimonious....
Release Date 2020/11 -
Practical Azure SQL Database for Modern Developers: Building Applications in the Microsoft Cloud
Author Davide Mauri , Silvano Coriani , Anna Hoffman
Here is the expert-level, insider guidance you need on using Azure SQL Database as your back-end data store. This book highlights best practices in everything ranging from full-stack projects to mobile applications to critical, back-end APIs. The book provides instruction....
Release Date 2020/11 -
Artificial Neural Networks with TensorFlow 2: ANN Architecture Machine Learning Projects
Author Poornachandra Sarang
Develop machine learning models across various domains. This book offers a single source that provides comprehensive coverage of the capabilities of TensorFlow 2 through the use of realistic, scenario-based projects.After learning what's new in TensorFlow 2, you'l....
Release Date 2020/11 -
Author Yogendra Narayan Pandey , Ayush Rastogi , Sribharath K
Apply machine and deep learning to solve some of the challenges in the oil and gas industry. The book begins with a brief discussion of the oil and gas exploration and production life cycle in the context of data flow through the different stages of industry operations. T....
Release Date 2020/11 -
Beyond Diversification: What Every Investor Needs to Know About Asset Allocation
Author Sebastien Page
Generate solid, long-term profits with a portfolio allocated for your investing needs Asset allocation is the key to investing performance. Unfortunately, no single approach works perfectly—developing the right balance requires a clear-eyed look at the many models avail....
Release Date 2020/11 -
Recent Advancements in Graph Theory
Graph Theory is a branch of discrete mathematics. It has many applications to many different areas of Science and Engineering. This book provides the most up-to-date research findings and applications in Graph Theory.This book focuses on the latest research in Graph Theory. It provides recent findin.... -
SUSE and IBM Power Systems for SAP HANA
For organizations charting their way forward in today's digital economy, the clear imperative is to find better ways of extracting more value from data. By gleaning insight from data regarding customer preferences and business operations, organizations can respond to demand more effectively and bet.... -
Introducing IBM Z System Recovery Boost
This IBM® Redpaper publication introduces System Recovery Boost, which is a new function of the IBM z15™ system. System Recovery Boost delivers substantially faster system shutdown and restart, short duration recovery process boosts for sysplex events, and fast catch-up of an accumulated backlog of .... -
Trends in Deep Learning Methodologies
Author Vincenzo Piuri , Sandeep Raj , Angelo Genovese , Rajshree Srivastava
Trends in Deep Learning Methodologies: Algorithms, Applications, and Systems covers deep learning approaches such as neural networks, deep belief networks, recurrent neural networks, convolutional neural networks, deep auto-encoder, and deep generative networks, which have emerged as powerful comput....
Release Date 2020/11 -
Microsoft Power BI Quick Start Guide - Second Edition
Author Devin Knight , Mitchell Pearson , Bradley Schacht
An accessible fast paced introduction to all aspects of Power BI for new or aspiring BI professionals, data analysts, and data visualizersKey FeaturesUpdated with the latest features in Power BI including Dataflow, AI insights, visuals and row level securityGet faster and....
Release Date 2020/10 -
Python Machine Learning By Example - Third Edition
Author Yuxi Liu
A comprehensive guide to get you up to speed with the latest developments of practical machine learning with Python and upgrade your understanding of machine learning (ML) algorithms and techniquesKey FeaturesDive into machine learning algorithms to solve the complex chal....
Release Date 2020/10 -
Hands-On SQL Server 2019 Analysis Services
Author Steven Hughes , Adam Jorgensen
Get up to speed with the new features added to Microsoft SQL Server 2019 Analysis Services and create models to support your businessKey FeaturesExplore tips and tricks to design, develop, and optimize end-to-end data analytics solutions using Microsoft's technologiesLea....
Release Date 2020/10 -
Hands-On Vision and Behavior for Self-Driving Cars
A practical guide to learning visual perception for self-driving cars for computer vision and autonomous system engineersKey FeaturesExplore the building blocks of the visual perception system in self-driving carsIdentify objects and lanes to define the boundary of driving surfaces using open-source.... -
Artificial Intelligence with Python Cookbook
Author Ben Auffarth
Work through practical recipes to learn how to solve complex machine learning and deep learning problems using PythonKey FeaturesGet up and running with artificial intelligence in no time using hands-on problem-solving recipesExplore popular Python libraries and tools to ....
Release Date 2020/10 -
Author Éric Schaer , Jean-Claude André
Process engineering emerged at the beginning of the 20th Century and has become an essential scientific discipline for the matter and energy processing industries. Its success is incontrovertible, with the exponential increase in techniques and innovations. Rapid advances in new technologies s....
Release Date 2020/10 -
Practical Data Migration, 3rd Edition
Author Johny Morris
This book is for executives and practitioners tasked with the movement of data from old systems to a new repository. It uses a series of steps guaranteed to get the reader from an empty new system to one that is working and backed by the user population. Using this proven methodology will vastly inc....
Release Date 2020/10 -
AI Orchestration Methodologies
Author Pam Baker
AI is the brain behind anything labeled a "smart" technology. But AI exists today as piecemeal components, pilots, and projects, limiting how "smart" a data-driven organization can be. In this report, author Pam Baker provides a nontechnical overview of AI orchestration, ....
Release Date 2020/10 -
Author Patrick Hall , Navdeep Gill , Benjamin Cox
Like other powerful technologies, AI and machine learning present significant opportunities. To reap the full benefits of ML, organizations must also mitigate the considerable risks it presents. This report outlines a set of actionable best practices for people, processes....
Release Date 2020/10 -
Getting Started with Artificial Intelligence, 2nd Edition
Author Tom Markiewicz , Josh Zheng
Getting started in enterprise AI can be daunting. Is your data pipeline robust enough? Do you want to mine unstructured data in emails, blog posts, and other documents? Build a chatbot? Use computer vision to classify images? Where do you start? And how do you make sure y....
Release Date 2020/10 -
AI and Machine Learning for Coders
Author Laurence Moroney
If you’re looking to make a career move from programmer to AI specialist, this is the ideal place to start. Based on Laurence Moroney's extremely successful AI courses, this introductory book provides a hands-on, code-first approach to help you build confidence while you....
Release Date 2020/10 -
Machine Learning and Data Science Blueprints for Finance
Author Hariom Tatsat , Sahil Puri , Brad Lookabaugh
Over the next few decades, machine learning and data science will transform the finance industry. With this practical book, analysts, traders, researchers, and developers will learn how to build machine learning algorithms crucial to the industry. You’ll examine ML concep....
Release Date 2020/10 -
Artificial Intelligence in Finance
Author Yves Hilpisch
Many industries have been revolutionized by the widespread adoption of AI and machine learning. The programmatic availability of historical and real-time financial data in combination with techniques from AI and machine learning will also change the financial industry in ....
Release Date 2020/10 -
Author Austin Harris , Michael Katzenellenbogen , Josh Patterson
When deploying machine learning applications, building models is only a small part of the story. The entire process involves developing, orchestrating, deploying, and running scalable and portable machine learning workloads—a process Kubeflow makes much easier. Wit....
Release Date 2020/10