Logging and Log Management: The Authoritative Guide to Understanding the Concepts Surrounding Logging and Log Management introduces information technology professionals to the basic concepts of logging and log management. It provides tools and techniques to analyze log data and detect malicious activity. The book consists of 22 chapters that cover the basics of log data; log data sources; log storage technologies; a case study on how syslog-ng is deployed in a real environment for log collection; covert logging; planning and preparing for the analysis log data; simple analysis techniques; and tools and techniques for reviewing logs for potential problems. The book also discusses statistical analysis; log data mining; visualizing log data; logging laws and logging mistakes; open source and commercial toolsets for log data collection and analysis; log management procedures; and attacks against logging systems. In addition, the book addresses logging for programmers; logging and compliance with regulations and policies; planning for log analysis system deployment; cloud logging; and the future of log standards, logging, and log analysis. This book was written for anyone interested in learning more about logging and log management. These include systems administrators, junior security engineers, application developers, and managers. - Comprehensive coverage of log management including analysis, visualization, reporting and more - Includes information on different uses for logs -- from system operations to regulatory compliance - Features case Studies on syslog-ng and actual real-world situations where logs came in handy in incident response - Provides practical guidance in the areas of report, log analysis system selection, planning a log analysis system and log data normalization and correlation
Designed for a broad spectrum of people with technically diverse backgrounds, this book covers the most recent developments in Web 2.0 programming topics and applications, including up-to-date material on cloud computing, Google AppEngine, Social Networks, Comet, HTML5, semantic technology, and a chapter on the future of the Web. This book prepares readers for more advanced technical topics in Web 2.0. The accompanying CD-ROM and companion website provide code samples from the book and appendices with an extensive set of links (over 1,000) for supplemental material and links for the Twitter and Facebook pages. (Please note, eBook version does not include CD-ROM).
The only official, comprehensive reference guide to the CISSP All new for 2019 and beyond, this is the authoritative common body of knowledge (CBK) from (ISC)2 for information security professionals charged with designing, engineering, implementing, and managing the overall information security program to protect organizations from increasingly sophisticated attacks. Vendor neutral and backed by (ISC)2, the CISSP credential meets the stringent requirements of ISO/IEC Standard 17024. This CBK covers the new eight domains of CISSP with the necessary depth to apply them to the daily practice of information security. Written by a team of subject matter experts, this comprehensive reference covers all of the more than 300 CISSP objectives and sub-objectives in a structured format with: Common and good practices for each objective Common vocabulary and definitions References to widely accepted computing standards Highlights of successful approaches through case studies Whether you've earned your CISSP credential or are looking for a valuable resource to help advance your security career, this comprehensive guide offers everything you need to apply the knowledge of the most recognized body of influence in information security.
A thought-provoking mix of science-fiction and religion, The Earnest Searcher invites readers to follow four brothers-Searcher, Bright One, Tracker, and Soldier- as they attempt to find the answers to the questions of life and death while also battling the dangers of their planet. As Searcher's every move is followed by an all-seeing camera will he be able to outwit the cannibals, blobs of liquid light, and other hazards that stand in his way? Can he survive the destruction of the Creator? Here is an exciting new book that will have readers asking many new questions just as the old ones are being answered.
Dive into Systems is a vivid introduction to computer organization, architecture, and operating systems that is already being used as a classroom textbook at more than 25 universities. This textbook is a crash course in the major hardware and software components of a modern computer system. Designed for use in a wide range of introductory-level computer science classes, it guides readers through the vertical slice of a computer so they can develop an understanding of the machine at various layers of abstraction. Early chapters begin with the basics of the C programming language often used in systems programming. Other topics explore the architecture of modern computers, the inner workings of operating systems, and the assembly languages that translate human-readable instructions into a binary representation that the computer understands. Later chapters explain how to optimize code for various architectures, how to implement parallel computing with shared memory, and how memory management works in multi-core CPUs. Accessible and easy to follow, the book uses images and hands-on exercise to break down complicated topics, including code examples that can be modified and executed.
Enterprise Level Security 2: Advanced Topics in an Uncertain World follows on from the authors’ first book on Enterprise Level Security (ELS), which covered the basic concepts of ELS and the discoveries made during the first eight years of its development. This book follows on from this to give a discussion of advanced topics and solutions, derived from 16 years of research, pilots, and operational trials in putting an enterprise system together. The chapters cover specific advanced topics derived from painful mistakes and numerous revisions of processes. This book covers many of the topics omitted from the first book including multi-factor authentication, cloud key management, enterprise change management, entity veracity, homomorphic computing, device management, mobile ad hoc, big data, mediation, and several other topics. The ELS model of enterprise security is endorsed by the Secretary of the Air Force for Air Force computing systems and is a candidate for DoD systems under the Joint Information Environment Program. The book is intended for enterprise IT architecture developers, application developers, and IT security professionals. This is a unique approach to end-to-end security and fills a niche in the market.
This set comprises of Enterprise Level Security and Enterprise Level Security 2. ELS provides a modern alternative to the fortress approach to security. ELS 2 follows on from the first book, which covered the basic concepts of ELS, to give a discussion of advanced topics and solutions.
Prepare for Microsoft Exam SC-900 and help demonstrate your real-world knowledge of the fundamentals of security, compliance, and identity (SCI) across cloud-based and related Microsoft services. Designed for business stakeholders, new and existing IT professionals, functional consultants, and students, this Exam Ref focuses on the critical thinking and decision-making acumen needed for success at the Microsoft Certified: Security, Compliance, and Identity Fundamentals level. Focus on the expertise measured by these objectives: • Describe the concepts of security, compliance, and identity • Describe the capabilities of Microsoft identity and access management solutions • Describe the capabilities of Microsoft security solutions • Describe the capabilities of Microsoft compliance solutions This Microsoft Exam Ref: • Organizes its coverage by exam objectives • Features strategic, what-if scenarios to challenge you • Assumes you are a business user, stakeholder, consultant, professional, or student who wants to create holistic, end-to-end solutions with Microsoft security, compliance, and identity technologies About the Exam Exam SC-900 focuses on knowledge needed to describe: security and compliance concepts and methods; identity concepts; Azure AD identity services/types, authentication, access management, identity protection, and governance; Azure, Azure Sentinel, and Microsoft 365 security management; Microsoft 365 Defender threat protection and Intune endpoint security; Microsoft 365 compliance management, information protection, governance, insider risk, eDiscovery, and audit capabilities; and Azure resource governance. About Microsoft Certification Passing this exam fulfills your requirements for the Microsoft Certified: Security, Compliance, and Identity Fundamentals certification, helping to demonstrate your understanding of the fundamentals of security, compliance, and identity (SCI) across cloud-based and related Microsoft services. With this certification, you can move on to earn more advanced related Associate-level role-based certifications. See full details at: microsoft.com/learn
Validate your AWS skills. This is your opportunity to take the next step in your career by expanding and validating your skills on the AWS cloud. AWS has been the frontrunner in cloud computing products and services, and the AWS Certified Solutions Architect Official Study Guide for the Associate exam will get you fully prepared through expert content, and real-world knowledge, key exam essentials, chapter review questions, access to Sybex’s interactive online learning environment, and much more. This official study guide, written by AWS experts, covers exam concepts, and provides key review on exam topics, including: Mapping Multi-Tier Architectures to AWS Services, such as web/app servers, firewalls, caches and load balancers Understanding managed RDBMS through AWS RDS (MySQL, Oracle, SQL Server, Postgres, Aurora) Understanding Loose Coupling and Stateless Systems Comparing Different Consistency Models in AWS Services Understanding how AWS CloudFront can make your application more cost efficient, faster and secure Implementing Route tables, Access Control Lists, Firewalls, NAT, and DNS Applying AWS Security Features along with traditional Information and Application Security Using Compute, Networking, Storage, and Database AWS services Architecting Large Scale Distributed Systems Understanding of Elasticity and Scalability Concepts Understanding of Network Technologies Relating to AWS Deploying and Managing Services with tools such as CloudFormation, OpsWorks and Elastic Beanstalk. Learn from the AWS subject-matter experts, review with proven study tools, and apply real-world scenarios. If you are looking to take the AWS Certified Solutions Architect Associate exam, this guide is what you need for comprehensive content and robust study tools that will help you gain the edge on exam day and throughout your career.
Thoroughly revised and expanded, this second edition adds sections on MPLS, Security, IPv6, and IP Mobility and presents solutions to the most common configuration problems.
Modern biological databases comprise not only data, but also sophisticated query facilities and bioinformatics data analysis tools. This book provides an exploration through the world of Bioinformatics Database Systems. The book summarizes the popular and innovative bioinformatics repositories currently available, including popular primary genetic and protein sequence databases, phylogenetic databases, structure and pathway databases, microarray databases and boutique databases. It also explores the data quality and information integration issues currently involved with managing bioinformatics databases, including data quality issues that have been observed, and efforts in the data cleaning field. Biological data integration issues are also covered in-depth, and the book demonstrates how data integration can create new repositories to address the needs of the biological communities. It also presents typical data integration architectures employed in current bioinformatics databases. The latter part of the book covers biological data mining and biological data processing approaches using cloud-based technologies. General data mining approaches are discussed, as well as specific data mining methodologies that have been successfully deployed in biological data mining applications. Two biological data mining case studies are also included to illustrate how data, query, and analysis methods are integrated into user-friendly systems. Aimed at researchers and developers of bioinformatics database systems, the book is also useful as a supplementary textbook for a one-semester upper-level undergraduate course, or an introductory graduate bioinformatics course. About the Authors Kevin Byron is a PhD candidate in the Department of Computer Science at the New Jersey Institute of Technology. Katherine G. Herbert is Associate Professor of Computer Science at Montclair State University. Jason T.L. Wang is Professor of Bioinformatics and Computer Science at the New Jersey Institute of Technology.
Learn how to use your Kindle Fire with ease and no jargon. Clear, concise, short and to the point... Using Kindle Fire HD, is the essential guide to getting around Amazon’s tablet/e-book reader. This book explores setting up your new Kindle and registering; navigating around the interface and what all the buttons, lists and icons are for; configuring your WiFi; keeping your kids safe when they use the device with parental controls; setting up, sending and receiving emails using Yahoo, Gmail or Hotmail; and browsing the web with the new version of Amazon Silk. This book also looks at the relationship of your device to cloud storage; buying and downloading games and apps from the Amazon App Store; buying and reading books; buying and listening to music; transferring your own tunes from your PC; sending documents to your Kindle Fire. Furthermore, this book shows you how to watch videos, use YouTube, and project movies onto your TV from Kindle. Lastly, you learn how to use the built-in camera; share photos with your friends on Facebook; and Skype. Techniques are illustrated step-by-step using photography and screen prints throughout, together with concise, easy to follow text from an established expert in the field, provide a quick guide to the Kindle Fire. Whether you have just bought your first Kindle or a keen user, this brief book will provide you with a firm grasp of the underpinning foundations and equip you with the skills needed to use a Kindle Fire.
Vectorworks for Entertainment Design covers the complete design process for using Vectorworks in entertainment industry from developing ideas, visualizing ideas, and evolving them for execution. This second edition has been extensively revised and updated, covering the most current details of the Vectorworks software for scenery, lighting, sound, and rigging; real and virtually. With a focused look at the production process from ideation to development to documentation required for proper execution, the book encourages readers to better create their own processes and workflows through exercises that build on one another. This new edition introduces Braceworks, SubDivision modeling, and scripting using the Marionette tool, and covers new tools such as Video Camera, Deform Tool, Camera Match, Schematic Views, and Object Styles. Fully illustrated with step-by-step instructions, this volume contains inspirational and aspirational work from Broadway, Concerts, Regional Theatre, Dance, and Experiential Entertainment. Exploring both the technical how-to and the art of design, this book provides Theatre Designers and Technicians with the tools to learn about the application and use it professionally. Vectorworks for Entertainment Design also includes access to downloadable resources such as exercise files and images to accompany projects discussed within the book.
To ensure that applications are reliable and always available, more businesses today are moving applications to AWS. But many companies still struggle to design and build these cloud applications effectively, thinking that because the cloud is resilient, their applications will be too. With this practical guide, software, DevOps, and cloud engineers will learn how to implement resilient designs and configurations in the cloud using hands-on independent labs. Authors Kevin Schwarz, Jennifer Moran, and Dr. Nate Bachmeier from AWS teach you how to build cloud applications that demonstrate resilience with patterns like back off and retry, multi-Region failover, data protection, and circuit breaker with common configuration, tooling, and deployment scenarios. Labs are organized into categories based on complexity and topic, making it easy for you to focus on the most relevant parts of your business. You'll learn how to: Configure and deploy AWS services using resilience patterns Implement stateless microservices for high availability Consider multi-Region designs to meet business requirements Implement backup and restore, pilot light, warm standby, and active-active strategies Build applications that withstand AWS Region and Availability Zone impairments Use chaos engineering experiments for fault injection to test for resilience Assess the trade-offs when building resilient systems, including cost, complexity, and operational burden
Also by Author The Dimensional Breach And a sequel to The Dimensional Breach The Queen’s Return I hope you find the same adventure and fantasy in this book as a reader as I found the adventure in writing it. ~ Kevin Moore
Over 700 pages of insight into all things cybersecurity Cybersecurity All-in-One For Dummies covers a lot of ground in the world of keeping computer systems safe from those who want to break in. This book offers a one-stop resource on cybersecurity basics, personal security, business security, cloud security, security testing, and security awareness. Filled with content to help with both personal and business cybersecurity needs, this book shows you how to lock down your computers, devices, and systems—and explains why doing so is more important now than ever. Dig in for info on what kind of risks are out there, how to protect a variety of devices, strategies for testing your security, securing cloud data, and steps for creating an awareness program in an organization. Explore the basics of cybersecurity at home and in business Learn how to secure your devices, data, and cloud-based assets Test your security to find holes and vulnerabilities before hackers do Create a culture of cybersecurity throughout an entire organization This For Dummies All-in-One is a stellar reference for business owners and IT support pros who need a guide to making smart security choices. Any tech user with concerns about privacy and protection will also love this comprehensive guide.
A unique perspective of an evolved role for company leadership Based on the findings of an extensive research project that surveyed more than 5,500 enterprise employees and functional decision makers across the United States and China, Transforming Business: Big Data, Mobility and Globalization explores the influence of technology in the workplace and the implications to company culture, functional responsibilities and competitive advantage. This in-depth analysis illuminates emerging technological trends, the changing workforce, and the shifting face of business and industry while offering prescriptive guidance to leaders. Addresses how new technology trends - including mobility, cloud, big data and collaboration - are fundamentally changing the way work is conducted and how company leadership can tap into these trends to affect positive cultural reform Examines how the introduction of new technologies and the emergence of new business models are shifting traditional organizational roles, including HR, marketing, finance, and IT Takes an in-depth look at how the next-generation of top talent, represented by college students at the top universities, view their future workplace environment and how technology can become a meaningful magnet for recruitment and retention Zeroes in on how the integration of technology into the workplace differs between the United States and China and the implications to the global marketplace What emerges from this book is an evolved role for company leadership, one of significant strategic value as cultural stewards capable of generating sustainable advantage for their companies in the most competitive market witnessed in decades.
An essential guide on the latest version of Microsoft's server management tool Microsoft's powerful Mastering System Center 2012 Operations Manager introduces many exciting new and enhanced feature sets that allow for large-scale management of mission-critical servers. This comprehensive guide provides invaluable coverage to help organizations monitor their environments across computers, network, and storage infrastructures while maintaining efficient and effective service levels across their applications. Provides intermediate and advanced coverage of all aspects of Systems Center 2012 Operations Manager, including designing, planning, deploying, managing, maintaining, and scripting Operations Manager Offers a hands-on approach by providing many real-world scenarios to show you how to use the tool in various contexts Anchors conceptual explanations in practical application Mastering System Center 2012 Operations Manager clearly shows you how this powerful server management tool can best be used to serve your organization's needs.
If you’re like most R users, you have deep knowledge and love for statistics. But as your organization continues to collect huge amounts of data, adding tools such as Apache Spark makes a lot of sense. With this practical book, data scientists and professionals working with large-scale data applications will learn how to use Spark from R to tackle big data and big compute problems. Authors Javier Luraschi, Kevin Kuo, and Edgar Ruiz show you how to use R with Spark to solve different data analysis problems. This book covers relevant data science topics, cluster computing, and issues that should interest even the most advanced users. Analyze, explore, transform, and visualize data in Apache Spark with R Create statistical models to extract information and predict outcomes; automate the process in production-ready workflows Perform analysis and modeling across many machines using distributed computing techniques Use large-scale data from multiple sources and different formats with ease from within Spark Learn about alternative modeling frameworks for graph processing, geospatial analysis, and genomics at scale Dive into advanced topics including custom transformations, real-time data processing, and creating custom Spark extensions
The Game Maker's Companion is the long-awaited sequel to The Game Maker's Apprentice. This book picks up where the last book left off, advancing your game development journey with some seriously impressive gaming projects. This time you'll learn how to make professional-quality platform games with solid collision detection and slick control mechanisms and you'll get acquainted with a long-lost icon of platform gaming history on the way. You'll go on to discover techniques to add depth and believability to the characters and stories in your games, including The Monomyth, cut scene storyboarding, and character archetypes. This culminates in the creation of an original atmospheric platform-adventure which will take your GML programming skills to new heights. There's even a handy reference section at the back of the book which will be invaluable for adding common features to your own games. With contributions from four games industry professionals and a highly respected member of the Game Maker community, The Game Maker's Companion is another labor of love that will give you even more hours of enjoyment than the original. If you already own Game Maker, then you really must own this book as well.
“A quintessential work of technological futurism.” – James Surowiecki, strategy + business, “Best Business Books 2017 – Innovation” From one of our leading technology thinkers and writers, a guide through the twelve technological imperatives that will shape the next thirty years and transform our lives Much of what will happen in the next thirty years is inevitable, driven by technological trends that are already in motion. In this fascinating, provocative new book, Kevin Kelly provides an optimistic road map for the future, showing how the coming changes in our lives—from virtual reality in the home to an on-demand economy to artificial intelligence embedded in everything we manufacture—can be understood as the result of a few long-term, accelerating forces. Kelly both describes these deep trends—interacting, cognifying, flowing, screening, accessing, sharing, filtering, remixing, tracking, and questioning—and demonstrates how they overlap and are codependent on one another. These larger forces will completely revolutionize the way we buy, work, learn, and communicate with each other. By understanding and embracing them, says Kelly, it will be easier for us to remain on top of the coming wave of changes and to arrange our day-to-day relationships with technology in ways that bring forth maximum benefits. Kelly’s bright, hopeful book will be indispensable to anyone who seeks guidance on where their business, industry, or life is heading—what to invent, where to work, in what to invest, how to better reach customers, and what to begin to put into place—as this new world emerges.
This book introduces students to Christian mysticism and modern critical responses to it. Christianity has a rich tradition of mystical theology that first emerged in the writings of the early church fathers, and flourished during the Middle Ages. Today Christian mysticism is increasingly recognised as an important Christian heritage relevant to today's spiritual seekers. The book sets out to provide students and other interested readers with access to the main theoretical approaches to Christian mysticism – including those propounded by William James, Steven Katz, Bernard McGinn, Michael Sells, Denys Turner and Caroline Walker-Bynum. It also explores postmodern re-readings of Christian mysticism by authors such as Jacques Derrida, Jean-Luc Marion and Jean-François Lyotard. The book first introduces students to the main themes that underpin Christian mysticism. It then reflects on how modern critics have understood each of them, demonstrating that stark delineation between the different theoretical approaches eventually collapses under the weight of the complex interaction between experience and knowledge that lies at the heart of Christian mysticism. In doing so, the book presents a deliberate challenge to a strictly perennialist reading of Christian mysticism. Anyone even remotely familiar with Christian mysticism will know that renewed interest in Christian mystical writers has created a huge array of scholarship with which students of mysticism need to familiarise themselves. This book outlines the various modern theoretical approaches in a manner easily accessible to a reader with little or no previous knowledge of this area, and offers a philosophical/theological introduction to Christian mystical writers beyond the patristic period important for the Latin Western Tradition.
Although you don’t need a large computing infrastructure to process massive amounts of data with Apache Hadoop, it can still be difficult to get started. This practical guide shows you how to quickly launch data analysis projects in the cloud by using Amazon Elastic MapReduce (EMR), the hosted Hadoop framework in Amazon Web Services (AWS). Authors Kevin Schmidt and Christopher Phillips demonstrate best practices for using EMR and various AWS and Apache technologies by walking you through the construction of a sample MapReduce log analysis application. Using code samples and example configurations, you’ll learn how to assemble the building blocks necessary to solve your biggest data analysis problems. Get an overview of the AWS and Apache software tools used in large-scale data analysis Go through the process of executing a Job Flow with a simple log analyzer Discover useful MapReduce patterns for filtering and analyzing data sets Use Apache Hive and Pig instead of Java to build a MapReduce Job Flow Learn the basics for using Amazon EMR to run machine learning algorithms Develop a project cost model for using Amazon EMR and other AWS tools
Geographic Information System Skills for Foresters and Natural Resource Managers provides a resource for developing knowledge and skills concerning GIS as it applies to forestry and natural resource management. This book helps readers understand how GIS can effectively be used by professional foresters and land managers to conduct spatial analyses or address management decisions. Through topics presented, readers will improve their ability to understand GIS data sources, identify GIS data types and quality, perform common spatial analysis processes, create GIS data, produce maps, and ultimately develop the skills necessary to use GIS analysis to answer real-world questions. This book will be of great benefit to GIS users looking to directly apply techniques to real-world data or foresters and natural resource scientists who use GIS in their research. - Presents unique reflections, diversions, inspections and translations within the text to encourage readers' critical thinking skills - Includes a companion website to enhance the reflections, diversions, inspections and translations with additional resources - Designed with examples, discussions and case studies from seasoned natural resource professionals with decades of combined professional experience
The essential guide to the history, current trends, and the future of meteorology This comprehensive review explores the evolution of the field of meteorology, from its infancy in 3000 bc, through the birth of fresh ideas and the naming of the field as a science, to the technology boom, to today. The Evolution of Meteorology reveals the full story of where meteorology was then to where it is now, where the field is heading, and what needs to be done to get the field to levels never before imagined. Authored by experts of the topic, this book includes information on forecasting technologies, organizations, governmental agencies, and world cooperative projects. The authors explore the ancient history of the first attempts to understand and predict weather and examine the influence of the very early birth of television, computers, and technologies that are useful to meteorology. This modern-day examination of meteorology is filled with compelling research, statistics, future paths, ideas, and suggestions. This vital resource: Examines current information on climate change and recent extreme weather events Starts with the Ancient Babylonians and ends with the largest global agreement of any kind with the Paris Agreement Includes current information on the most authoritative research in the field of meteorology Contains data on climate change theories and understanding, as well as extreme weather statistics and histories This enlightening text explores in full the history of the study of meteorology in order to bring awareness to the overall path and future prospects of meteorology.
Hurricanes and Tornadoes. Climate Change. Global Warming. Droughts and so much more. Answers over 1,000 questions about the basic elements of weather, the latest advances in meteorology, the science of forecasting, and all types of weather phenomena. Weather. We all talk about it – some more expertly than others. With The Handy Weather Answer Book, anyone can master this compelling conversation starter, whether it’s weather basics, climate change, the science of meteorology, or the history of weather forecasting. You will come to understand hurricanes, tornadoes, global warming, and such fascinating weather-related phenomena as the northern lights and El Niño. This comprehensive reference addresses all aspects of weather in an accessible question-and-answer format. Relationships between weather and oceanography, geology, and space science are expertly covered, including answers to such questions as ... What’s the difference between “partly sunny” and “partly cloudy”? Can a rainbow appear during the night? Could our oceans have originated in space? How does Central America affect the climate in England? What the heck is bioclimatology? Are humans really responsible for climate change? Has a hurricane ever struck southern California? Climate change and weather affect us all, and The Handy Weather Answer Book, with its hard science facts, fascinating trivia, and accessible Q&A dialog, ensures that readers will understand the complexities of our planet’s dynamic atmosphere a lot better. This resource is an ideal reference for everyone from students to teachers to amateur meteorologists. With more than 100 color photos and illustrations, this tome is richly illustrated, and its helpful bibliography and extensive index add to its usefulness.
This easy-to-use reference tool combines the best features of a concordance, dictionary, topical Bible, and handbook---in one volume! Even with its convenient size, it offers a wide range of topics, people, places, and events from the Bible, arranged so you can easily find the information you need.
Technology – love it or hate it – is a critical component for nearly every modern business. To the business leader or aspiring business leader, the world of technology may sometimes appear to be confusing and obscure. The language and nuance of software, systems, and IT projects is often a barrier to effective communication between different parts of an enterprise at just the time when it’s most needed – during a technology-enabled project that is seeking to deliver business benefit. This book sets out, in clear non-technical language and with practical real-world examples, the essential background to different aspects of information technology (hardware, software, data, and interfaces); their latest manifestations, such as artificial intelligence and blockchain; and how they all combine into a technology project. Most importantly, this book helps you, the business leader, understand the people behind the technology, appreciate their perspective and their motivations, and to enable you to ask the crucial questions that could transform your engagement to apply technology effectively.
Explore how a data storage system works – from data ingestion to representation Key FeaturesUnderstand how artificial intelligence, machine learning, and deep learning are different from one anotherDiscover the data storage requirements of different AI apps using case studiesExplore popular data solutions such as Hadoop Distributed File System (HDFS) and Amazon Simple Storage Service (S3)Book Description Social networking sites see an average of 350 million uploads daily - a quantity impossible for humans to scan and analyze. Only AI can do this job at the required speed, and to leverage an AI application at its full potential, you need an efficient and scalable data storage pipeline. The Artificial Intelligence Infrastructure Workshop will teach you how to build and manage one. The Artificial Intelligence Infrastructure Workshop begins taking you through some real-world applications of AI. You'll explore the layers of a data lake and get to grips with security, scalability, and maintainability. With the help of hands-on exercises, you'll learn how to define the requirements for AI applications in your organization. This AI book will show you how to select a database for your system and run common queries on databases such as MySQL, MongoDB, and Cassandra. You'll also design your own AI trading system to get a feel of the pipeline-based architecture. As you learn to implement a deep Q-learning algorithm to play the CartPole game, you'll gain hands-on experience with PyTorch. Finally, you'll explore ways to run machine learning models in production as part of an AI application. By the end of the book, you'll have learned how to build and deploy your own AI software at scale, using various tools, API frameworks, and serialization methods. What you will learnGet to grips with the fundamentals of artificial intelligenceUnderstand the importance of data storage and architecture in AI applicationsBuild data storage and workflow management systems with open source toolsContainerize your AI applications with tools such as DockerDiscover commonly used data storage solutions and best practices for AI on Amazon Web Services (AWS)Use the AWS CLI and AWS SDK to perform common data tasksWho this book is for If you are looking to develop the data storage skills needed for machine learning and AI and want to learn AI best practices in data engineering, this workshop is for you. Experienced programmers can use this book to advance their career in AI. Familiarity with programming, along with knowledge of exploratory data analysis and reading and writing files using Python will help you to understand the key concepts covered.
The second instalment of the Home Team series, a combination of Vince Flynn and Richard Marcinko. A select group of former Special Forces operators takes up arms against a Mexican cartel that's moved beyond drugs and diamonds to radioactive isotope smuggling. Ex–Navy SEAL Ted Reaper packed his bags for Arizona, hoping to visit a good friend and catch up on some much–needed relaxation. But there is no rest for the weary when Reaper uncovers ties to a drug smuggling operation with ties to the Mexican military. As Reaper digs deeper, he discovers that his enemies to the south may be plotting to smuggle something even more dangerous than drugs across the border––terrorists armed with a dirty bomb. Reaper tried to do things the right way, the legal way, by alerting the proper government officials and letting them deal with the crisis. But the military problem has a political component no one wants to dirty their hands with, and Reaper is asked if he can take the point in the American response. It won't be easy, it won't be official, it won't even be legal, but if the United States is going to be able to stop a threat south of the border, they are going to need to trust Ted "Grim" Reaper to recruit some Spec Ops buddies and win another one for the Home Team.
Secure Your Systems Using the Latest IT Auditing Techniques Fully updated to cover leading-edge tools and technologies, IT Auditing: Using Controls to Protect Information Assets, Third Edition, explains, step by step, how to implement a successful, enterprise-wide IT audit program. New chapters on auditing cybersecurity programs, big data and data repositories, and new technologies are included. This comprehensive guide describes how to assemble an effective IT audit team and maximize the value of the IT audit function. In-depth details on performing specific audits are accompanied by real-world examples, ready-to-use checklists, and valuable templates. Standards, frameworks, regulations, and risk management techniques are also covered in this definitive resource. • Build and maintain an internal IT audit function with maximum effectiveness and value • Audit entity-level controls and cybersecurity programs • Assess data centers and disaster recovery • Examine switches, routers, and firewalls • Evaluate Windows, UNIX, and Linux operating systems • Audit Web servers and applications • Analyze databases and storage solutions • Review big data and data repositories • Assess end user computer devices, including PCs and mobile devices • Audit virtualized environments • Evaluate risks associated with cloud computing and outsourced operations • Drill down into applications and projects to find potential control weaknesses • Learn best practices for auditing new technologies • Use standards and frameworks, such as COBIT, ITIL, and ISO • Understand regulations, including Sarbanes-Oxley, HIPAA, and PCI • Implement proven risk management practices
The go-to guidebook for deploying Big Data solutions with Hadoop Today's enterprise architects need to understand how the Hadoop frameworks and APIs fit together, and how they can be integrated to deliver real-world solutions. This book is a practical, detailed guide to building and implementing those solutions, with code-level instruction in the popular Wrox tradition. It covers storing data with HDFS and Hbase, processing data with MapReduce, and automating data processing with Oozie. Hadoop security, running Hadoop with Amazon Web Services, best practices, and automating Hadoop processes in real time are also covered in depth. With in-depth code examples in Java and XML and the latest on recent additions to the Hadoop ecosystem, this complete resource also covers the use of APIs, exposing their inner workings and allowing architects and developers to better leverage and customize them. The ultimate guide for developers, designers, and architects who need to build and deploy Hadoop applications Covers storing and processing data with various technologies, automating data processing, Hadoop security, and delivering real-time solutions Includes detailed, real-world examples and code-level guidelines Explains when, why, and how to use these tools effectively Written by a team of Hadoop experts in the programmer-to-programmer Wrox style Professional Hadoop Solutions is the reference enterprise architects and developers need to maximize the power of Hadoop.
This approved study guide helps you master topics on the CompTIA Network+ N10-006 exam, including the following: Computer network fundamentals The OSI model and TCP/IP stack Media types, infrastructure components, and network devices Ethernet technology IPv4 and IPv6 addresses Routing IP traffic with dynamic routing protocols DNAT, SNAT, and PAT Multicast routing Wide Area Networks (WANs) Wireless LANs Network optimization and QoS Windows and UNIX command-line tools for network administration and troubleshooting Network security Troubleshooting common Layer 2, Layer 3, and wireless networking issues CompTIA Network+ N10-006 Cert Guide contains proven study features that enable you to succeed on the exam the first time. Best-selling authors and expert instructors Keith Barker and Kevin Wallace share preparation hints and test-taking tips, helping you identify areas of weakness and improve both your conceptual knowledge and hands-on skills, essential for successful completion of the performance-based testing items on the exam. This complete, CompTIA-approved study package includes the following: A test-preparation routine proven to help you pass the exams approved by CompTIA Clearly defined chapter learning objectives covering all N10-006 exam topics Chapter-ending review questions and exam preparation exercises, which help you drill on key concepts you must know thoroughly The powerful Pearson IT Certification Practice Test software, complete with hundreds of well reviewed, exam-realistic questions, customization options, and detailed performance reports 40 performance-based practice question exercises to help you prepare for the hands-on exam questions An 80% discount off the Premium Edition eBook and Practice Test (a $40 value!) A free copy of the CompTIA Network+ Simulator Lite software, complete with meaningful lab exercises that help you hone your hands-on skills More than 60 minutes of video mentoring from the author A final preparation chapter that guides you through tools and resources to help you craft your review and test-taking strategies An Exam Essentials appendix that quickly recaps all major chapter topics for easy reference, both in print and interactive digital format A key terms Glossary in both print and on the DVD, which acts as an interactive flash-card application Study plan suggestions and templates to help you organize and optimize your study time A 10% exam discount voucher (a $27 value!) Well regarded for its level o...
From a golden African sunset and a blanket of Midwestern clouds to a pastoral Italian countryside and an Australian surf break,The Art of Painting Landscapes, Seascapes, and Skyscapes in Oil & Acrylicfeatures an array of easy-to-follow step-by-step painting lessons gathered from some of Walter Foster’s bestselling titles. Six accomplished artists provide comprehensive instruction for capturing mood, time of day, and a variety of outdoor scenes, while valuable tips and techniques demonstrate just how fun working in oil and acrylic can be!
This approved study guide helps you master topics on the CompTIA Network+ N10-006 exam, including the following: Computer network fundamentals The OSI model and TCP/IP stack Media types, infrastructure components, and network devices Ethernet technology IPv4 and IPv6 addresses Routing IP traffic with dynamic routing protocols DNAT, SNAT, and PAT Multicast routing Wide Area Networks (WANs) Wireless LANs Network optimization and QoS Windows and UNIX command-line tools for network administration and troubleshooting Network security Troubleshooting common Layer 2, Layer 3, and wireless networking issues CompTIA Network+ N10-006 Cert Guide, Deluxe Edition contains proven study features that enable you to succeed on the exam the first time. Best-selling authors and expert instructors Keith Barker and Kevin Wallace share preparation hints and test-taking tips, helping you identify areas of weakness and improve both your conceptual knowledge and hands-on skills, essential for successful completion of the performance-based testing items on the exam. This complete, CompTIA-approved study package includes the following: A test-preparation routine proven to help you pass the exams approved by CompTIA Clearly defined chapter learning objectives covering all N10-006 exam topics Chapter-ending review questions and exam preparation exercises, which help you drill on key concepts you must know thoroughly The powerful Pearson IT Certification Practice Test software, complete with hundreds of well reviewed, exam-realistic questions, customization options, and detailed performance reports 40 performance-based practice question exercises to help you prepare for the hands-on exam questions More than 60 minutes of video mentoring from the author A final preparation chapter, which guides you through tools and resources to help you craft your review and test-taking strategies An Exam Essentials appendix that quickly recaps all major chapter topics for easy reference, both in print and interactive digital format A key terms Glossary in both print and on the DVD, which acts as an interactive flash-card application Study plan suggestions and templates to help you organize and optimize your study time A 10% exam discount voucher (a $27 value!) This Deluxe Edition also includes two special features: A free copy of the CompTIA Network+ N10-006 Authorized Cert Guide Premium Edition eBook and Practice Test. This package provides you access to three eBook files (PDF, EPUB, and Mobi/Kindle format), more than 400 exam-realistic practice test questions, and links from all the questions to the specific sections in the PDF eBook file for detailed explanations and review. A free copy of the CompTIA Network+ N10-006 Hands-on Lab Simulator, including 63 hands-on practice labs covering real-world network configuration scenarios in Windows GUI and Cisco router and switch CLI environments, hardware activities, network design exercises, and technology mapping tasks. Companion DVD The DVD contains more than 400 practice questions, 40 performance-based question exercises, glossary flash cards, an exam essentials review tool, memory table exercises and answer keys, a study planner tool, more than 60 minutes of video, and the Network+ Simulator.
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