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Hands-On Enterprise Automation on Linux: Efficiently perform large-scale Linux infrastructure automation with Ansible
by James FreemanAchieve enterprise automation in your Linux environment with this comprehensive guide Key Features Automate your Linux infrastructure with the help of practical use cases and real-world scenarios Learn to plan, build, manage, and customize OS releases in your environment Enhance the scalability and efficiency of your infrastructure with advanced Linux system administration concepts Book Description Automation is paramount if you want to run Linux in your enterprise effectively. It helps you minimize costs by reducing manual operations, ensuring compliance across data centers, and accelerating deployments for your cloud infrastructures. Complete with detailed explanations, practical examples, and self-assessment questions, this book will teach you how to manage your Linux estate and leverage Ansible to achieve effective levels of automation. You'll learn important concepts on standard operating environments that lend themselves to automation, and then build on this knowledge by applying Ansible to achieve standardization throughout your Linux environments. By the end of this Linux automation book, you'll be able to build, deploy, and manage an entire estate of Linux servers with higher reliability and lower overheads than ever before. What you will learn Perform large-scale automation of Linux environments in an enterprise Overcome the common challenges and pitfalls of extensive automation Define the business processes needed to support a large-scale Linux environment Get well-versed with the most effective and reliable patch management strategies Automate a range of tasks from simple user account changes to complex security policy enforcement Learn best practices and procedures to make your Linux environment automatable Who this book is for This book is for anyone who has a Linux environment to design, implement, and maintain. Open source professionals including infrastructure architects and system administrators will find this book useful. You're expected to have experience in implementing and maintaining Linux servers along with knowledge of building, patching, and maintaining server infrastructure. Although not necessary, knowledge of Ansible or other automation technologies will be beneficial.
Hands-On Exhibitions: Managing Interactive Museums and Science Centres (Heritage: Care-Preservation-Management)
by Tim CaultonThe development of interactive displays has transformed the traditional museum world in the last decade. Visitors are no longer satisfied by simply gazing at worthy displays in glass cases - they expect to have hands-on experience of the objects and be actively involved with the exhibits, learning informally and being entertained simultaneously. Hands-on museums and science centres provide the most remarkable example of how museums are redefining their roles in society - improving access to real objects and real phenomena, so that they can be enjoyed by more people. In recent years museums have been thrust into intense competition for the public's time and money with all branches of the leisure industry, from commercial theme parks to retail shopping and home entertainment. This has upset the traditional stability of the museum and their visitors. A hands-on approach encourages a broader visitor base, which in turn helps to bring in additional revenue at a time of declining public subsidy. Tim Caulton investigates how to create and operate effective exhibitions which achieve their educational objectives through hands-on access. He concludes that the continuing success of hands-on museums and science centres hinges on attaining the very best practice in exhibition design and evaluation, and in all aspects of operations, including marketing and financial and human resource management. Hands-On Exhibitions provides a practical guide to best practice which will be indispensable to all museum professionals and students of museum studies.
Hands-On Financial Modeling with Microsoft Excel 2019: Build practical models for forecasting, valuation, trading, and growth analysis using Excel 2019
by Shmuel OluwaExplore the aspects of financial modeling with the help of clear and easy-to-follow instructions and a variety of Excel features, functions, and productivity tips Key Features A non data professionals guide to exploring Excel's financial functions and pivot tables Learn to prepare various models for income and cash flow statements, and balance sheets Learn to perform valuations and identify growth drivers with real-world case studies Book Description Financial modeling is a core skill required by anyone who wants to build a career in finance. Hands-On Financial Modeling with Microsoft Excel 2019 examines various definitions and relates them to the key features of financial modeling with the help of Excel. This book will help you understand financial modeling concepts using Excel, and provides you with an overview of the steps you should follow to build an integrated financial model. You will explore the design principles, functions, and techniques of building models in a practical manner. Starting with the key concepts of Excel, such as formulas and functions, you will learn about referencing frameworks and other advanced components of Excel for building financial models. Later chapters will help you understand your financial projects, build assumptions, and analyze historical data to develop data-driven models and functional growth drivers. The book takes an intuitive approach to model testing, along with best practices and practical use cases. By the end of this book, you will have examined the data from various use cases, and you will have the skills you need to build financial models to extract the information required to make informed business decisions. What you will learn Identify the growth drivers derived from processing historical data in Excel Use discounted cash flow (DCF) for efficient investment analysis Build a financial model by projecting balance sheets, profit, and loss Apply a Monte Carlo simulation to derive key assumptions for your financial model Prepare detailed asset and debt schedule models in Excel Discover the latest and advanced features of Excel 2019 Calculate profitability ratios using various profit parameters Who this book is for This book is for data professionals, analysts, traders, business owners, and students, who want to implement and develop a high in-demand skill of financial modeling in their finance, analysis, trading, and valuation work. This book will also help individuals that have and don't have any experience in data and stats, to get started with building financial models. The book assumes working knowledge with Excel.
Hands-On Functional Test Automation: With Visual Studio 2017 and Selenium
by Chaminda Chandrasekara Pushpa HerathGet started with functional testing of both web apps and Windows apps using different test frameworks. This book will take you on a deep dive into integrating functional automation testing with deployment pipelines.Hands-On Functional Test Automation contains step-by-step lessons that will give you an understanding of how to do functional test automation using Selenium with C# and Python. Also, you will learn how to enhance your test automation development with third-party frameworks. You will configure test clients, run functional tests through Azure DevOps release management, and carry out performance and load-testing to gain a good understanding of how to do cloud-based load testing.Each lesson comprises an introduction to the related concepts to help you understand how things work. This will broaden your knowledge so you can implement test automation in the correct way. At the end of each lesson alternative options and other enhancement possibilities are discussed to allow you to do further exploration. You will:· Implement functional test automation of Windows and web applications· Use Visual Studio for load and performance testing · Configure and run cloud-based load testing· Integrate testing with deployment pipelines
Hands-On Healthcare Data: Taming The Complexity Of Real-world Data
by Andrew NguyenHealthcare is the next frontier for data science. Using the latest in machine learning, deep learning, and natural language processing, you'll be able to solve healthcare's most pressing problems: reducing cost of care, ensuring patients get the best treatment, and increasing accessibility for the underserved. But first, you have to learn how to access and make sense of all that data.This book provides pragmatic and hands-on solutions for working with healthcare data, from data extraction to cleaning and harmonization to feature engineering. Author Andrew Nguyen covers specific ML and deep learning examples with a focus on producing high-quality data. You'll discover how graph technologies help you connect disparate data sources so you can solve healthcare's most challenging problems using advanced analytics.You'll learn:Different types of healthcare data: electronic health records, clinical registries and trials, digital health tools, and claims dataThe challenges of working with healthcare data, especially when trying to aggregate data from multiple sourcesCurrent options for extracting structured data from clinical textHow to make trade-offs when using tools and frameworks for normalizing structured healthcare dataHow to harmonize healthcare data using terminologies, ontologies, and mappings and crosswalks
A Hands-on Introduction to Big Data Analytics
by Funmi Obembe Ofer EngelThis practical textbook offers a hands-on introduction to big data analytics, helping you to develop the skills required to hit the ground running as a data professional. It complements theoretical foundations with an emphasis on the application of big data analytics, illustrated by real-life examples and datasets. Containing comprehensive coverage of all the key topics in this area, this book uses open-source technologies and examples in Python and Apache Spark. Learning features include: - Ethics by Design encourages you to consider data ethics at every stage. - Industry Insights facilitate a deeper understanding of the link between what you are studying and how it is applied in industry. - Datasets, questions, and exercises give you the opportunity to apply your learning. Dr Funmi Obembe is the Head of Technology at the Faculty of Arts, Science and Technology, University of Northampton. Dr Ofer Engel is a Data Scientist at the University of Groningen.
A Hands-on Introduction to Big Data Analytics
by Funmi Obembe Ofer EngelThis practical textbook offers a hands-on introduction to big data analytics, helping you to develop the skills required to hit the ground running as a data professional. It complements theoretical foundations with an emphasis on the application of big data analytics, illustrated by real-life examples and datasets. Containing comprehensive coverage of all the key topics in this area, this book uses open-source technologies and examples in Python and Apache Spark. Learning features include: - Ethics by Design encourages you to consider data ethics at every stage. - Industry Insights facilitate a deeper understanding of the link between what you are studying and how it is applied in industry. - Datasets, questions, and exercises give you the opportunity to apply your learning. Dr Funmi Obembe is the Head of Technology at the Faculty of Arts, Science and Technology, University of Northampton. Dr Ofer Engel is a Data Scientist at the University of Groningen.
Hands-On Inventory Management
by Ed C. MercadoUsing a clear, organized, and accessible building block approach to managing inventory, this volume offers complete coverage of the basic concepts, calculations, and techniques of inventory. These fundamental techniques, which can be easily applied to handle problems in the workplace, are used to demonstrate current concepts such as lean principles and continuous improvement. Numerous case studies from a variety of industries are provided to illustrate concepts. Additional topics presented include types of inventory, inventory transactions, bills of materials, planning and replenishment, storage and physical control, and supply chain management and technology.
Hands-On Kubernetes on Azure: Run Your Applications Securely And At Scale On The Most Widely Adopted Orchestration Platform
by Gunther Lenz Shivakumar GopalakrishnanIf you're a cloud engineer, cloud solution provider, sysadmin, site reliability engineer, or a developer interested in DevOps and are looking for an extensive guide to running Kubernetes in the Azure environment then, this book is for you. Though any previous knowledge of Kubernetes is not expected, some experience with Linux and Docker containers would be beneficial.
Hands-On Machine Learning with R (Chapman & Hall/CRC The R Series)
by Brad Boehmke Brandon M. GreenwellHands-on Machine Learning with R provides a practical and applied approach to learning and developing intuition into today&’s most popular machine learning methods. This book serves as a practitioner&’s guide to the machine learning process and is meant to help the reader learn to apply the machine learning stack within R, which includes using various R packages such as glmnet, h2o, ranger, xgboost, keras, and others to effectively model and gain insight from their data. The book favors a hands-on approach, providing an intuitive understanding of machine learning concepts through concrete examples and just a little bit of theory. Throughout this book, the reader will be exposed to the entire machine learning process including feature engineering, resampling, hyperparameter tuning, model evaluation, and interpretation. The reader will be exposed to powerful algorithms such as regularized regression, random forests, gradient boosting machines, deep learning, generalized low rank models, and more! By favoring a hands-on approach and using real word data, the reader will gain an intuitive understanding of the architectures and engines that drive these algorithms and packages, understand when and how to tune the various hyperparameters, and be able to interpret model results. By the end of this book, the reader should have a firm grasp of R&’s machine learning stack and be able to implement a systematic approach for producing high quality modeling results. Features: · Offers a practical and applied introduction to the most popular machine learning methods. · Topics covered include feature engineering, resampling, deep learning and more. · Uses a hands-on approach and real world data.
Hands-On Prescriptive Analytics
by Walter R. PaczkowskiBusiness decisions in any context—operational, tactical, or strategic—can have considerable consequences. Whether the outcome is positive and rewarding or negative and damaging to the business, its employees, and stakeholders is unknown when action is approved. These decisions are usually made under the proverbial cloud of uncertainty.With this practical guide, data analysts, data scientists, and business analysts will learn why and how maximizing positive consequences and minimizing negative ones requires three forms of rich information: Descriptive analytics explores the results from an action—what has already happened. Predictive analytics focuses on what could happen. The third, prescriptive analytics, informs us what should happen in the future.While all three are important for decision-makers, the primary focus of this book is on the third: prescriptive analytics. Author Walter R. Paczkowski, Ph.D. shows you:The distinction among descriptive, predictive, and prescriptive analyticsHow predictive analytics produces a menu of action optionsHow prescriptive analytics narrows the menu of action optionsThe forms of prescriptive analytics: eight prescriptive methodsTwo broad classes of these methods: non-stochastic and stochasticHow to develop prescriptive analyses for action recommendationsWays to use an appropriate tool-set in Python
The Hands-On Project Office: Guaranteeing ROI and On-Time Delivery
by Richard M. KesnerEconomic pressures have forced IT executives to demonstrate the immediate and calculable ROI of new technology deployments. Unfortunately, existing IT service delivery often drifts without serious thought as to how process improvements could lead to higher performance and customer satisfaction. This volume offers processes, techniques, and tools that IT managers can use to improve the delivery of IT products and services. This compendium details simple frameworks, practical tools, and proven best practices for successful IT project management. By explaining how to streamline the functions that capture and report information about IT delivery, the author clarifies roles, responsibilities, customer expectations, and performance measures, resulting in improved service and efficiency. Emphasizing the establishment of processes that result in repeatable success, the book provides quickly implementable solutions for IT personnel faced with the daily management of large, complex systems.
Hands-On Salesforce Data Cloud
by Joyce Kay AvilaLearn how to implement and manage a modern customer data platform (CDP) through the Salesforce Data Cloud platform. This practical book provides a comprehensive overview that shows architects, administrators, developers, data engineers, and marketers how to ingest, store, and manage real-time customer data.Author Joyce Kay Avila demonstrates how to use Salesforce's native connectors, canonical data model, and Einstein's built-in trust layer to accelerate your time to value. You'll learn how to leverage Salesforce's low-code/no-code functionality to expertly build a Data Cloud foundation that unlocks the power of structured and unstructured data. Use Data Cloud tools to build your own predictive models or leverage third-party machine learning platforms like Amazon SageMaker, Google Vertex AI, and Databricks.This book will help you:Develop a plan to execute a CDP project effectively and efficientlyConnect Data Cloud to external data sources and build out a Customer 360 Data ModelLeverage data sharing capabilities with Snowflake, BigQuery, Databricks, and AzureUse Salesforce Data Cloud capabilities for identity resolution and segmentationCreate calculated, streaming, visualization, and predictive insightsUse Data Graphs to power Salesforce Einstein capabilitiesLearn Data Cloud best practices for all phases of the development lifecycle
Hands-On Security in DevOps: Ensure continuous security, deployment, and delivery with DevSecOps
by Tony HsuProtect your organization's security at all levels by introducing the latest strategies for securing DevOpsKey FeaturesIntegrate security at each layer of the DevOps pipelineDiscover security practices to protect your cloud services by detecting fraud and intrusionExplore solutions to infrastructure security using DevOps principlesBook DescriptionDevOps has provided speed and quality benefits with continuous development and deployment methods, but it does not guarantee the security of an entire organization. Hands-On Security in DevOps shows you how to adopt DevOps techniques to continuously improve your organization’s security at every level, rather than just focusing on protecting your infrastructure.This guide combines DevOps and security to help you to protect cloud services, and teaches you how to use techniques to integrate security directly in your product. You will learn how to implement security at every layer, such as for the web application, cloud infrastructure, communication, and the delivery pipeline layers. With the help of practical examples, you’ll explore the core security aspects, such as blocking attacks, fraud detection, cloud forensics, and incident response. In the concluding chapters, you will cover topics on extending DevOps security, such as risk assessment, threat modeling, and continuous security.By the end of this book, you will be well-versed in implementing security in all layers of your organization and be confident in monitoring and blocking attacks throughout your cloud services.What you will learnUnderstand DevSecOps culture and organizationLearn security requirements, management, and metricsSecure your architecture design by looking at threat modeling, coding tools and practicesHandle most common security issues and explore black and white-box testing tools and practicesWork with security monitoring toolkits and online fraud detection rulesExplore GDPR and PII handling case studies to understand the DevSecOps lifecycleWho this book is forHands-On Security in DevOps is for system administrators, security consultants, and DevOps engineers who want to secure their entire organization. Basic understanding of Cloud computing, automation frameworks, and programming is necessary.
Hands-On Smart Contract Development with Hyperledger Fabric V2: Building Enterprise Blockchain Applications
by Xun Brian Wu Matt Zand Mark Anthony MorrisBlockchain technology continues to disrupt a wide variety of organizations, from small businesses to the Fortune 500. Today hundreds of blockchain networks are in production, including many built with Hyperledger Fabric. This practical guide shows developers how the latest version of this blockchain infrastructure provides an ideal foundation for developing enterprise blockchain applications or solutions.Authors Matt Zand, Xun Wu, and Mark Anthony Morris demonstrate how the versatile design of Hyperledger Fabric 2.0 satisfies a broad range of industry use cases. Developers with or without previous Hyperledger experience will discover why no other distributed ledger technology framework enjoys such wide adoption by cloud service providers such as Amazon, Alibaba, IBM, Google, and Oracle.Walk through the architecture and components of Hyperledger Fabric 2.0Migrate your current Hyperledger Fabric projects to version 2.0Develop blockchain applications on the Hyperledger platform with Node.jsDeploy and integrate Hyperledger on Amazon Managed Blockchain, IBM Cloud, and Oracle CloudDevelop blockchain applications with Hyperledger Aries, Avalon, Besu, and GridBuild end-to-end blockchain supply chain applications with Hyperledger
Hands-On Smart Contract Development with Solidity and Ethereum: From Fundamentals to Deployment
by Kevin Solorio Randall Kanna David H. HooverReady to dive into smart contract development for the blockchain? With this practical guide, experienced engineers and beginners alike will quickly learn the entire process for building smart contracts for Ethereum—the open source blockchain-based distributed computing platform. You’llget up to speed with the fundamentals and quickly move into builder mode.Kevin Solorio, Randall Kanna, and Dave Hoover show you how to create and test your own smart contract, create a frontend for users to interact with, and more. It’s the perfect resource for people who want to break into the smart contract field but don’t know where to start.In four parts, this book helps you:Explore smart contract fundamentals, including the Ethereum protocol, Solidity programming language, and the Ethereum Virtual MachineDive into smart contract development using Solidity and gain experience with Truffle framework tools for deploying and testing your contractsUse Web3 to connect your smart contracts to an applicationso users can easily interact with the blockchainExamine smart contract security along with free online resources for smart contract security auditing
Hands-On Social Marketing: A Step-by-Step Guide to Designing Change for Good
by Nedra Kline WeinreichThis book shows students and practitioners how to develop social marketing programs through a simple, six-step process of strategic planning and design. Nedra Kline Weinreich starts by introducing the concept of social marketing and then walks the reader through each of the six steps of the process: analysis, strategy development, program and communication design, pretesting, implementation, and evaluation and feedback.The Second Edition incorporates developments in marketing practice over the last 10 years and focuses on how to apply the design approach to campaigns to effect behavior change. All organizations can do social marketing, Weinreich insists, if they follow the steps and start to think from a social marketing perspective.
Hands-On Training: A Simple and Effective Method for On-the-Job Training
by Gary R. SissonAn uncomplicated, systematic approach to on-the-job training, whether you're a manager, line or staff supervisor, employee, or human resource or training professional. Takes you step-by-step through everything you need to know to conduct a successful training session--right on the job. Learn how to prepare for the session; put yourself and the trainee at ease; present the subject; have the trainee practice the skills; evaluate the performance; and review the trainee's performance. This book also shows how to adapt training to fit your situation; suggests hands-on-training tools and opportunities; provides instructor guides; and shows how to make it all work.
HandsOn Bay Area: Scaling Up Community Service
by James L. HeskettHandsOn Bay Area, an organization devoted to the performance of (and development of leaders for) community service, is undergoing a significant (and internally controversial) shift in its business model from "retail" projects involving individual volunteers to "wholesale" projects with for-profit partners from the San Francisco Bay Area. Its CEO has to decide whether and how to respond to a request from Google to engage 5,500 Google employees in community service activities during a one-week period. It's a far larger project than the organization has ever undertaken and one requiring many added resources. Among the risks is the possible damage to the HandsOn reputation among Silicon Valley partners if the effort does not succeed.
Handy: The Future of Work? (A)
by Kieron Stopforth Nien-He HsiehWitnessing numerous lawsuits alleging that online platform companies misclassified workers as contractors when they were actually employees, Handy's founders faced a series of decisions. Handy was an online platform business that enabled customers to book appointments with cleaners at a convenient time and check the cleaner's ratings. Started in 2012 after the founders struggled to find trustworthy, affordable cleaning services while MBA students, by 2015, Handy enjoyed considerable success. Handy was one of the emerging platform companies in the gig economy that connected customers to service providers and sought to disrupt everything from transportation to grocery shopping to deliveries. Like many of these companies, Handy classified service providers as 1099 independent contractors, rather than hiring them as W-2 employees. Doing so often meant lower labor costs for companies and greater flexibility for workers. The companies' reliance on contractors was controversial. Workers, some argued, displayed all the marks of employees - they performed work that was integral to the companies' business and companies exercised control by telling them which jobs to accept and where and by using ratings systems to influence behavior. Facing two misclassification lawsuits of their own while still pushing toward profitability, Handy's founders must decide how to respond.
The Handy Investing Answer Book
by Paul A TucciWhether you are a novice or budding expert, there is much to consider and know when investing: stocks, bonds, mutual funds, real estate, retirement planning, and tax strategies, just for starters. It can all be difficult and confusing. The Handy Investing Answer Book explains, in plain English, the basics of investing. It offers simple investment strategies; investigates common pitfalls; examines concepts of compounding, portfolios and diversification; traces the history of investing; and offers much more to help everyone make wise decisions.The Handy Investing Answer Book explores a variety of investments and their differences, avoiding poor returns and unnecessary risk, understanding financial markets-and how to prevent banks, mutual fund managers and financial advisers getting rich at your expense. Appreciation, dividends, interest, and inflation all effect the value of investments, and this valuable resource looks at handling them to build a successful portfolio for every stage in your financial life. It goes beyond an and introduction to the subject to breakdown complex concepts and definitions into more than 1,400 easy-to-understand answers, such as:Why is dollar cost averaging a beneficial strategy for investing?What is a home equity loan?What are some of the steps to establishing the right goals for investing?What is diversification?What types of risks could we see if we own individual stocks?When did mutual funds start?What is laddering?A glossary of commonly used terms explains key concepts and financial jargon, and helpful financial tables and charts assist with strategies.
The Handy Personal Finance Answer Book
by Paul A TucciCombining the most current data with a userfriendly format, this timely reference features more than 1,000 answers to questions on personal finance, its history, and managing one's financial life. Providing financial lessons in a fun, approachable way, the book avoids financial jargon and offers facts for everyday life that help readers save money. Questions range from simple to complex-How do I balance my check book? Why do people like to use online banks, and how popular is their use? What is a 401K plan? With financial information suitable for a wide range of ages, this is an ideal source for anyone looking to get a better understanding of personal finances.
Hang Lung Properties and the Chengdu Decision (A)
by Michael Shih-ta Chen Keith Chi-ho Wong John D. MacomberA residential real estate developer competes in a heated auction for a prime retail development site in the interior of China during the 2009 boom. Total project cost might be in excess of $1billion US for over 4,000,000 square feet of building. Hang Lung Properties has enjoyed success in residential building in Hong Kong but has focused on very limited projects in China, notably two retail properties in Shanghai. After a decade in Shanghai the firm decides to enter second tier Chinese cities including Chengdu, a city of 11 million in interior China. The case covers Hang Lung Properties' due diligence and thought process with respect to anticipated rental income, construction costs, and land costs. The auction includes many other well capitalized firms and the price escalates. Hang Lung's team must decide whether to participate or withdraw. Students need to use judgment with respect to estimates of key variables including stabilized income, construction cost, and minimum expectations for return on investment in order to prepare their bids. The (B) case goes into further steps in the auction as well as Hang Lung Properties' internal discipline with respect to asset types, infrastructure in target cities, and baseline returns.
Hang Lung Properties and the Chengdu Decision (B)
by Michael Shih-ta Chen Keith Chi-ho Wong John D. MacomberSecond phase of auction for a prime retail development parcel in Chengdu, China. Competition forces the firm to revisit all of its land purchase criteria. Hang Lung Properties is known for rigorous due diligence, for discipline in buying property, and for good understanding of market cycles. The (B) case reveals the firms assumptions in the Chengdu situation, as compared to what students had to derive on their own in the (A) case. The (B) case also reviews strategic focus with respect to asset classes and geography, as well as best practices for what to look for in cities that will be attractive for superblock mixed use projects.