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With this practical book, architects, CTOs, and CIOs will learn a set of patterns for the practice of architecture, including analysis, documentation, and communication. Author Eben Hewitt shows you how to create holistic and thoughtful technology plans, communicate them clearly, lead people toward the vision, and become a great architect or Chief Architect.This book covers each key aspect of architecture comprehensively, including how to incorporate business architecture, information architecture, data architecture, application (software) architecture together to have the best chance for the systems success.Get a practical set of proven architecture practices focused on shipping great products using architectureLearn how architecture works effectively with development teams, management, and product management teams through the value chainFind updated special coverage on machine learning architectureGet usable templates to start incorporating into your teams immediatelyIncorporate business architecture, information architecture, data architecture, and application (software) architecture together

In this issue of Make:, go from zero to maker and beyond with expert tips for taking your robotics, cosplay, and crafting interests to the next level. Then in our cover story, littleBits creator Ayah Bdeir talks about the origins of the iconic snap-and-play electronic blocks, plus teaming up with Star Wars and Marvel, and where the company is headed next. And learn how Oakland, California's, Black Girls Code is bringing expertise -- and a diverse voice -- to technology's future.Plus, 16 projects including:Hack cheap distance sensors to make tiny objects float in mid-airAdd a digital eyeball to a creepy charm you can wear for Halloween -- or all yearRoast coffee beans automatically with spinner, stirrer, and heat gun rigAssemble a cute robot arm to draw the current time in luminescent numeralsAnd more!

The new edition of David Pogue's #1 bestselling Mac book shows you how to use the revamped App Store, all-new apps like News and Stocks, FaceTime's new Group Chat, and Dynamic Desktop.

This practical guide shows you how to use the CLI with the bash shell to perform tasks such as data collection and analysis, intrusion detection, reverse engineering, and administration.

Deep learning has already achieved remarkable results in many fields. Now its making waves throughout the sciences broadly and the life sciences in particular. This practical book teaches developers and scientists how to use deep learning for genomics, chemistry, biophysics, microscopy, medical analysis, and other fields.Ideal for practicing developers and scientists ready to apply their skills to scientific applications such as biology, genetics, and drug discovery, this book introduces several deep network primitives. Youll follow a case study on the problem of designing new therapeutics that ties together physics, chemistry, biology, and medicinean example that represents one of sciences greatest challenges.Learn the basics of performing machine learning on molecular dataUnderstand why deep learning is a powerful tool for genetics and genomicsApply deep learning to understand biophysical systemsGet a brief introduction to machine learning with DeepChemUse deep learning to analyze microscopic imagesAnalyze medical scans using deep learning techniquesLearn about variational autoencoders and generative adversarial networksInterpret what your model is doing and how its working

Much has changed in technology over the past decade. Data is hot, the cloud is ubiquitous, and many organizations need some form of automation. Throughout these transformations, Python has become one of the most popular languages in the world. This practical resource shows you how to use Python for everyday Linux systems administration tasks with todays most useful DevOps tools, including Docker, Kubernetes, and Terraform.Learning how to interact and automate with Linux is essential for millions of professionals. Python makes it much easier. With this book, youll learn how to develop software and solve problems using containers, as well as how to monitor, instrument, load-test, and operationalize your software. Looking for effective ways to "e;get stuff done"e; in Python? This is your guide.Python foundations, including a brief introduction to the languageHow to automate text, write command-line tools, and automate the filesystemLinux utilities, package management, build systems, monitoring and instrumentation, and automated testingCloud computing, infrastructure as code, Kubernetes, and serverlessMachine learning operations and data engineering from a DevOps perspectiveBuilding, deploying, and operationalizing a machine learning project

Develop smart applications without spending days and weeks building machine-learning models. With this practical book, youll learn how to apply automated machine learning (AutoML), a process that uses machine learning to help people build machine learning models. Deepak Mukunthu, Parashar Shah, and Wee Hyong Tok provide a mix of technical depth, hands-on examples, and case studies that show how customers are solving real-world problems with this technology.Building machine-learning models is an iterative and time-consuming process. Even those who know how to create ML models may be limited in how much they can explore. Once you complete this book, youll understand how to apply AutoML to your data right away.Learn how companies in different industries are benefiting from AutoMLGet started with AutoML using AzureExplore aspects such as algorithm selection, auto featurization, and hyperparameter tuningUnderstand how data analysts, BI professions, developers can use AutoML in their familiar tools and experiencesLearn how to get started using AutoML for use cases including classification, regression, and forecasting.

This practical book shows software developers and system administrators how to plan and run successful chaos engineering experiments. Author Russ Miles explains why, when, and how to test systems, processes, and team responses using simulated failures on Game Days.

If you want to learn how to build efficient user interfaces with React, this is your book. Authors Alex Banks and Eve Porcello show you how to create UIs with this small JavaScript library that can deftly display data changes on large-scale, data-driven websites without page reloads.

Hit the ground running with React, the open-source technology from Facebook for building rich web applications fast. With this practical guide, Yahoo! web developer Stoyan Stefanov teaches you how to build components-React's basic building blocks-and organize them into maintainable, large-scale apps.

Mastering Corda provides you with a consistent, linear, and paced path to learning Corda and building modern enterprise-grade decentralized applications. Using this book, anyone from a complete blockchain beginner to an experienced blockchain or enterprise architect can rapidly understand and write applications like a pro while exploring the technical nuances and intricacies of the Corda platform.Corda is designed for use cases such as finance and investments, supply chain, healthcare, trade finance, insurance, and real estate that require a high-volume of transactions, scalability, and data privacy. If you have basic Java skills, this book will help you understand blockchain and show how you can get started immediately and be involved in the disruption of the future.With this book, you will:Understand Corda's value proposition and alignment with business strategies--particularly relevant to business executives and architectsDive deep into Corda's architecture and blockchain fundamentalsRapidly gain extensive knowledge of and hands-on experience with building Corda applicationsCompare and contrast Corda with Bitcoin, Ethereum, and HyperledgerEffectively prepare for the Corda certification exam and job interviews involving blockchainPerform data analytics and machine learning on Corda nodes

If youre 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 RCreate statistical models to extract information and predict outcomes; automate the process in production-ready workflowsPerform analysis and modeling across many machines using distributed computing techniquesUse large-scale data from multiple sources and different formats with ease from within SparkLearn about alternative modeling frameworks for graph processing, geospatial analysis, and genomics at scaleDive into advanced topics including custom transformations, real-time data processing, and creating custom Spark extensions

If you maintain or plan to build Puppet infrastructure, this practical guide will take you a critical step further with best practices for managing the task successfully. Authors Chris Barbour and Jo Rhett present best-in-class design patterns for deploying Puppet environments and discuss the impact of each. The conceptual designs and implementation patterns in this book will help you create solutions that are easy to extend, maintain, and support.Essential for companies upgrading their Puppet deployments, this book teaches you powerful new features and implementation models that werent available in the older versions. DevOps engineers will learn how best to deploy Puppet with long-term maintenance and future growth in mind.Explore Puppets design philosophy and data structuresGet best practices for using Puppets declarative languageExamine Puppet resources in depththe building blocks of state managementLearn to model and describe business and site-specific logic in PuppetSee best-in-class models for multitiered data management with HieraExplore available options and community experience for node classificationUtilize r10k to simplify and accelerate Puppet change managementReview the cost benefits of creating your own extensions to PuppetGet detailed advice for extending Puppet in a maintainable manner

What can you gain by deploying Windows Server 2012 to your data center? This succinct guide takes a practical look at Microsoft's upgraded server and helps you determine how - or if - it can serve your business.

The link between cyberpunk and making has always been strong, sharing the "If you can't hack it, you don't own it" ethos. In this issue of Make:, we show you the newest emerging technologies, how to get into things you shouldn't with our spy tech roundup, and how to repurpose useful parts from discarded electronics. We also help you answer the crucial question: are you still a cyberpunk? Inside you will find 13 projects, including how to:Build a wheelchair for your furry friend out of hardware store partsText your bestie with a casual raise of the eyebrow and a muscle sensorCraft a cheap, easy-to-assemble rubber-band helicopter out of household supplies and a 2-liter soda bottleMake super cute papercraft succulents to decorate your spaceAnd more!

This hands-on book takes a look at four brilliant women -- Ada Lovelace, Anna Atkins, Hildegard Von Bingen, and Maria Telkes -- and the world-changing innovations they created. Walk in their footsteps as you discover how these women became inventors, learn what inspired them, and then try your hand at recreating their most famous inventions.

While many companies ponder implementation details such as distributed processing engines and algorithms for data analysis, this practical book takes a much wider view of big data development, starting with initial planning and moving diligently toward execution. Authors Ted Malaska and Jonathan Seidman guide you through the major components necessary to start, architect, and develop successful big data projects.Everyone from CIOs and COOs to lead architects and developers will explore a variety of big data architectures and applications, from massive data pipelines to web-scale applications. Each chapter addresses a piece of the software development life cycle and identifies patterns to maximize long-term success throughout the life of your project.Start the planning process by considering the key data project typesUse guidelines to evaluate and select data management solutionsReduce risk related to technology, your team, and vague requirementsExplore system interface design using APIs, REST, and pub/sub systemsChoose the right distributed storage system for your big data systemPlan and implement metadata collections for your data architectureUse data pipelines to ensure data integrity from source to final storageEvaluate the attributes of various engines for processing the data you collect

The Agile movement provides real, actionable answers to the question that keeps many company leaders awake at night: How do we stay successful in a fast-changing and unpredictable world? Agile has already transformed how modern companies build and deliver software. This practical book demonstrates how entire organizationsfrom product managers and engineers to marketers and executivescan put Agile to work.Author Matt LeMay explains Agile in clear, jargon-free terms and provides concrete and actionable steps to help any team put its values and principles into practice. Examples from a wide variety of organizations, including small nonprofits and global financial enterprises, bring to life the on-the-ground realities of Agile across industries and functions.Understand exactly what Agile is and why it mattersUse Agile to address your organizations specific needs and goalsTake customer centricity from theory into practiceStop wasting time in "e;report and critique"e; meetings and start making better decisionsCreate a harmonious cycle of learning, collaborating, and deliveringLearn from Agile experts at companies like IBM, Spotify, and Coca-Cola

In this issue of Make: learn to connect and automate a variety of gadgets with the easy-to-use IFTTT (If This Then That) cloud service -- set your coffee machine to brew a fresh pot when you wake up or send a message to do your homework right away when you get back home. Then explore how hackers use the Shodan search engine to discover and take advantage of your connected devices and get up to speed on how to lock them out. And in our cover story, read about Let's Robot, the whimsical platform for telepresence robotics. Log in and communally control a roving robot, and build your own for the internet to collectively control.25 projects including:Hack the original Space Invaders arcade audio chip and produce classic and novel sounds3D print an awesome set of egg-shaped speaker enclosures that provide incredible soundSee how prop and costume maker Michelle Sleeper built a real Mad Max: Fury Road-inspired prosthetic arm for an amputee cosplayerAdd sass to your simple sweater with ribbon and grommetsAnd much more!

From Adafruit Industries, a leader in products to Makers, designers, students young and old, comes the Circuit Playground Express. Connect it to your PC, Mac or Linux computer, and you can be programming interactive projects in minutes. You have a choice of programming environments to choose from: Python, the Microsoft MakeCode graphical building block environment, C/C++ via the Arduino development environment and JavaScript. Whether you are learning interactive programming, have an Internet of Things project in mind, or are looking to design on-the-go wearable electronics, the versatile Circuit Playground Express is the device to start with. In Getting Started with the Adafruit Circuit Playground Express, you'll learn how to:Get up and running quickly with programmable boardsUnderstand the basics of coding in multiple programming languagesUse the built-in sensors for a variety of projectsMake colorful interactive displaysDesign programs for the Internet of Things (IoT)

Jumpstarting books provide an avenue for makers to quickly master topical knowledge! Each book starts with instructions on how to install or initialize the hardware or software needed to reach the "Hello, World" stage of getting started!

Jumpstarting books provide an avenue for makers to quickly master topical knowledge! Each book starts with instructions on how to install or initialize the hardware or software needed to reach the "Hello, World" stage of getting started!

This all-new volume features more than three dozen fun and educational tinkering projects based on the author's years of working with kids in the tropical island nation of Timor-Leste. Step-by-step instructions accompanied by full-color photos take you through a range of enjoyable projects.

With more than 600 security tools in its arsenal, the Kali Linux distribution can be overwhelming. Experienced and aspiring security professionals alike may find it challenging to select the most appropriate tool for conducting a given test. This practical book covers Kalis expansive security capabilities and helps you identify the tools you need to conduct a wide range of security tests and penetration tests. Youll also explore the vulnerabilities that make those tests necessary.Author Ric Messier takes you through the foundations of Kali Linux and explains methods for conducting tests on networks, web applications, wireless security, password vulnerability, and more. Youll discover different techniques for extending Kali tools and creating your own toolset.Learn tools for stress testing network stacks and applicationsPerform network reconnaissance to determine whats available to attackersExecute penetration tests using automated exploit tools such as MetasploitUse cracking tools to see if passwords meet complexity requirementsTest wireless capabilities by injecting frames and cracking passwordsAssess web application vulnerabilities with automated or proxy-based toolsCreate advanced attack techniques by extending Kali tools or developing your ownUse Kali Linux to generate reports once testing is complete

Dive into Python's advanced possibilities, including algorithm analysis, graphs, scale-free networks, and cellular automata with this in-depth, hands-on guide.

Get an in-depth tour of OpenShift, the container-based software deployment and management platform from Red Hat that provides a secure multi-tenant environment for the enterprise. This practical guide describes in detail how OpenShift, building on Kubernetes, enables you to automate the way you create, ship, and run applications in a containerized environment.Author Graham Dumpleton provides the knowledge you need to make the best use of the OpenShift container platform to deploy not only your cloud-native applications, but also more traditional stateful applications. Developers and administrators will learn how to run, access, and manage containers in OpenShift, including how to orchestrate them at scale.Build application container images from source and deploy themImplement and extend application image buildersUse incremental and chained builds to accelerate build timesAutomate builds by using a webhook to link OpenShift to a Git repositoryAdd configuration and secrets to the container as project resourcesMake an application visible outside the OpenShift clusterManage persistent storage inside an OpenShift containerMonitor application health and manage the application lifecycleThis book is a perfect follow-up to OpenShift for Developers: A Guide for Impatient Beginners (OReilly).

With platforms designed for rapid adaptation and failure recovery such as Amazon Web Services, cloud computing is more like programming than traditional system administration. Tools for automatic scaling and instance replacement allow even small DevOps teams to manage massively scalable application infrastructuresif team members drop their old views of development and operations and start mastering automation.This comprehensive guide shows developers and system administrators how to configure and manage AWS services including EC2, CloudFormation, Elastic Load Balancing, S3, and Route 53. Sysadms will learn will learn to automate their favorite tools and processes; developers will pick up enough ops knowledge to build a robust and resilient AWS application infrastructure.Launch instances with EC2 or CloudFormationSecurely deploy and manage your applications with AWS toolsLearn to automate AWS configuration management with Python and PuppetDeploy applications with Auto Scaling and Elastic Load BalancingExplore approaches for deploying application and infrastructure updatesSave time on development and operations with reusable componentsLearn strategies for managing log files in AWS environmentsConfigure a cloud-aware DNS service with Route 53Use AWS CloudWatch to monitor your infrastructure and applications

Technologists who want their ideas heard, understood, and funded are often told to speak the language of business-without really knowing what that is. This book's toolkit provides architects, product managers, technology managers, and executives with a shared language-in the form of repeatable, practical patterns and templates.

While Kubernetes has greatly simplified the task of deploying containerized applications, managing this orchestration framework on a daily basis can still be a complex undertaking. With this practical book, site reliability and DevOps engineers will learn how to build, operate, manage, and upgrade a Kubernetes clusterwhether it resides on cloud infrastructure or on-premises.Brendan Burns, cofounder of Kubernetes, and Craig Tracey, staff field engineer at Heptio, dissect how Kubernetes works internally and demonstrate ways to maintain, adjust, and improve the cluster to suit your particular use case. Youll learn how to make architectural choices for designing a cluster, managing access control, monitoring and alerting, and upgrading Kubernetes. Dive in and discover how to take full advantage of this orchestration frameworks capabilities.Learn how your cluster operates, how developers use it to deploy applications, and how Kubernetes can facilitate a developers jobAdjust, secure, and tune your cluster by understanding Kubernetes APIs and configuration optionsDetect cluster-level problems early and learn the steps necessary to respond and recover quicklyDetermine how and when to add libraries, tools, and platforms that build on, extend, or otherwise improve a Kubernetes cluster

Dive into Bitcoin technology with this hands-on guide from one of the leading teachers on Bitcoin and Bitcoin programming. Author Jimmy Song shows Python programmers and developers how to program a Bitcoin library from scratch. Youll learn how to work with the basics, including the math, blocks, network, and transactions behind this popular cryptocurrency and its blockchain payment system.By the end of the book, you'll understand how this cryptocurrency works under the hood by coding all the components necessary for a Bitcoin library. Learn how to create transactions, get the data you need from peers, and send transactions over the network. Whether youre exploring Bitcoin applications for your company or considering a new career path, this practical book will get you started.Parse, validate, and create bitcoin transactionsLearn Script, the smart contract language behind BitcoinDo exercises in each chapter to build a Bitcoin library from scratchUnderstand how proof-of-work secures the blockchainProgram Bitcoin using Python 3Understand how simplified payment verification and light wallets workWork with public-key cryptography and cryptographic primitives