Bøger udgivet af APress

Use this book to study for the PL-300 Microsoft Power BI Data Analyst exam. The book follows the ¿Skills Measured¿ outline provided by Microsoft to help focus your study. Each topic area from the outline corresponds to an area covered by the exam, and the book helps you build a good base of knowledge in each area. Each topic is presented with a blend of practical explanations, theory, and best practices.Power BI is more than just the Power BI Desktop or the Power BI Service. It is two distinct applications and an online service that, together, enable business users to gather, shape, and analyze data to generate and present insights. This book clearly delineates the purpose of each component and explains the key concepts necessary to use each component effectively. Each chapter provides best practices and tips to help an inexperienced Power BI practitioner develop good habits that will support larger or more complex analyses. Manybusiness analysts come to Power BI with a wealth of experience in Excel and particularly with pivot tables. Some of this experience translates readily into Power BI concepts. This book leverages that overlap in skill sets to help seasoned Excel users overcome the initial learning curve in Power BI, but no prior knowledge of any kind is assumed, terminology is defined in non-technical language, and key concepts are explained using analogies and ideas from experiences common to any reader. After reading this book, you will have the background and capability to learn the skills and concepts necessary both to pass the PL-300 exam and become a confident Power BI practitioner. What You Will LearnCreate user-friendly, responsive reports with drill-throughs, bookmarks, and tool tipsConstruct a star schema with relationships, ensuring that your analysis will be both accurate and responsivePublish reports and datasets to the Power BI Service, enabling the report (and the dataset) to be viewed and used by your colleagues Extract data from a variety of sources, enabling you to leverage the data that your organization has collected and stored in a variety of sourcesSchedule data refreshes for published datasets so your reports and dashboards stay up to dateDevelop dashboards with visuals from different reports and streaming contentWho This Book Is ForPower BI users who are planning to take the PL-300 exam, Power BI users who want help studying the topic areas listed in Microsoft¿s outline for the PL-300 exam, and those who are not planning to take the exam but want to close any knowledge gaps they might have

Understand how to use Explainable AI (XAI) libraries and build trust in AI and machine learning models. This book utilizes a problem-solution approach to explaining machine learning models and their algorithms. The book starts with model interpretation for supervised learning linear models, which includes feature importance, partial dependency analysis, and influential data point analysis for both classification and regression models. Next, it explains supervised learning using non-linear models and state-of-the-art frameworks such as SHAP values/scores and LIME for local interpretation. Explainability for time series models is covered using LIME and SHAP, as are natural language processing-related tasks such as text classification, and sentiment analysis with ELI5, and ALIBI. The book concludes with complex model classification and regression-like neural networks and deep learning models using the CAPTUM framework that shows feature attribution, neuron attribution,and activation attribution. After reading this book, you will understand AI and machine learning models and be able to put that knowledge into practice to bring more accuracy and transparency to your analyses.What You Will LearnCreate code snippets and explain machine learning models using PythonLeverage deep learning models using the latest code with agile implementationsBuild, train, and explain neural network models designed to scaleUnderstand the different variants of neural network models Who This Book Is ForAI engineers, data scientists, and software developers interested in XAI

This book Identifies the right sensors and single board computers for any application to achieve the best performance in Industry 4.0 settings and applications. Yoüll see what technologies apply the IIoT with elegant efficiency to drastically improve remote monitoring and controlling, decision making, and preventative maintenance. Start by learning exactly what Industry 4.0 is and advance your knowledge from simple Internet of Things projects to full-on Industrial IoT deployment. You'll automate advanced processes, incorporate professional procedures, and take your IoT skills to a professional level. Then move into the protocols and standards expected for industrial applications of sensors at an industrial level. Match the right SBCs to the right use cases and sensor technologies to optimize efficiency and ensure peak performance. Then move into setting up a smart factory and monitoring your supply chain with tech. Finally, you'll dive into programming with theNode-Red platform and Python packages for CPS.By the end of this book, yoüll have jumped from simple, home-based IoT systems up to industrial and professional applications. Conquer your supply chain and both forward and backward processes with accessible Maker tech! What You'll Learn Support industrial applications of SBCs and Maker tech Achieve peak performance by combining the right sensors with the right processing boards Improve remote monitoring and controlling drastically for better decision making and preventative maintenance Who This Book Is ForStudents and aspiring professionals working with Internet of things technologies moving towards industrial applications. Prerequisite knowledge in basic Internet of Things, simple python concepts, automation, and industry procedures is required for this book. Engineers and scientists who are pursuing research and contributing to industrial internet of things might also benefit.

With the advent of emerging and complex technologies, traffic capture and analysis play an integral part in the overall IT operation. This book outlines the rich set of advanced features and capabilities of the Wireshark tool, considered by many to be the de-facto Swiss army knife for IT operational activities involving traffic analysis. This open-source tool is available as CLI or GUI. It is designed to capture using different modes, and to leverage the community developed and integrated features, such as filter-based analysis or traffic flow graph view. You'll start by reviewing the basics of Wireshark, and then examine the details of capturing and analyzing secured application traffic such as SecureDNS, HTTPS, and IPSec. You'll then look closely at the control plane and data plane capture, and study the analysis of wireless technology traffic such as 802.11, which is the common access technology currently used, along with Bluetooth. You'll also learn waysto identify network attacks, malware, covert communications, perform security incident post mortems, and ways to prevent the same. The book further explains the capture and analysis of secure multimedia traffic, which constitutes around 70% of all overall internet traffic. Wireshark for Network Forensics provides a unique look at cloud and cloud-native architecture-based traffic capture in Kubernetes, Docker-based, AWS, and GCP environments. What You'll LearnReview Wireshark analysis and network forensicsStudy traffic capture and its analytics from mobile devicesAnalyze various access technology and cloud trafficWrite your own dissector for any new or proprietary packet formatsCapture secured application traffic for analysisWho This Book Is ForIT Professionals, Cloud Architects, Infrastructure Administrators, and Network/Cloud Operators

Demystify the creation of efficient AI systems using the model-based reinforcement learning Unity ML-Agents - a powerful bridge between the world of Unity and Python.We will start with an introduction to the field of AI, then discuss the progression of AI and where we are today. We will follow this up with a discussion of moral and ethical considerations. You will then learn how to use the powerful machine learning tool and investigate different potential real-world use cases. We will examine how AI agents perceive the simulated world and how to use inputs, outputs, and rewards to train efficient and effective neural networks. Next, you'll learn how to use Unity ML-Agents and how to incorporate them into your game or product. This book will thoroughly introduce you to ML-Agents in Unity and how to use them in your next project.What You Will LearnUnderstand machine learning, its history, capabilities, and expected progressionGives a step-by-step guide to creating your first AIPresents challenges of varying difficulty, along with tips to reinforce concepts coveredBroad concepts within AIWho Is This Book ForTthose interested in machine learning using Unity ML-Agents. To get the best out of this book, you should have a fundamental understanding of C#, some background in Python, and are well versed in Unity.

Discover a new way of thinking about business applications in light of the massive industry shift toward cloud computing and reactive programming technologies. This book synthesizes technologies and techniques such as event sourcing, command query responsibility segregation (CQRS), property-based testing, and GraphQL into a cohesive guide for modern business applications that benefit every developer.The book begins with a look at the fundamentals of modern business applications. These fundamentals include business rules and the managing of data over time. The benefits of reactive techniques are explained, including how they are fundamentally aligned with what application developers strive to achieve in their work.Author Peter Royal equips you with sound guidance to follow as you evolve your existing systems, as well as examples of how to build those systems using modern techniques in Spring, Java, and PostgreSQL.What You Will LearnArchitect business applications for cloud-based environmentsDesign sustainable business applicationsIntegrate GraphQL best practices into business applicationsUse property-based testing to exhaustively test possible system statesThink about business applications in terms of message flowsRelate the benefits of reactive systems to business goalsModel time appropriately for business requirementsWho This Book Is ForPracticing software developers who are building business applications, developers who are being asked to deploy into cloud environments that are more volatile than statically provisioned data centers, developers who want to increase the reliability of their systems and are struggling to find the right paradigms and architectures to achieve their goals, developers who see and use capabilities in software in other areas of their lives and want to bring those capabilities into their own work, and developers with experience designing other types of software who want to learn how to design business applications

Build a complete control system for industrial robots, learning all the theory and practical tips from the perspective of an automation engineer. Explore the details of kinematics, trajectories, and motion control, and then create your own circuit board to drive the electric motors and move the robot.After covering the theory, readers can put what they¿ve learned in practice by programming a control firmware for the robot. Each software component is described in detail, from the HMI and the interpreter of motion commands, to the servo loop controller at the core of each servo drive. In particular, the author presents the commutation algorithm and the servo loop controller for brushless synchronous motors, which are typically employed in robotics applications. Readers will also learn how to calibrate the robot, commission it to the end-user, and design a digital twin to test and monitor the entire workcell in a safe simulated environment.Finally, the book delves into hardware, covering how to select and use electric motors and encoders, how to build servo drives and motion controllers, and how to design your own PCBs. Different electronic components and their application circuits are analyzed, showing the advantages and drawbacks of each. By the end of the book you should be able to design and build electronic boards and write their core firmware to control any kind of industrial robot for all sorts of different practical applications.What yoüll learnSolve kinematics models of robotsGenerate safe paths and optimal motion trajectoriesCreate a digital twin of your robot to test and monitor its movementsMaster the electronic commutation and closed-loop control of brushless motorsDesign electronics circuit boards for motion applicationsWho This Book Is For Robotics engineers (and students) who want to understand the theory behind the control of robotics arms, from the kinematic models of their axes to the electronic commutation of their motors. Some basic calculus and linear algebra is required for the understanding of the geometrical framework, while some electronics foundations are helpful to grasp the details of the circuits design.

This book will teach you the basics of Streamlit, a Python-based application framework used to build interactive dashboards and machine learning web apps. Streamlit reduces development time for web-based application prototypes of data and machine learning models. As yoüll see, Streamlit helps develop data-enhanced analytics, build dynamic user experiences, and showcases data for data science and machine learning models.Beginner's Guide to Streamlit with Python begins with the basics of Streamlit by demonstrating how to build a basic application and advances to visualization techniques and their features. Next, it covers the various aspects of a typical Streamlit web application, and explains how to manage flow control and status elements. Yoüll also explore performance optimization techniques necessary for data modules in a Streamlit application. Following this, yoüll see how to deploy Streamlit applications on various platforms. The book concludes with a few prototype natural language processing apps with computer vision implemented using Streamlit.After reading this book, you will understand the concepts, functionalities, and performance of Streamlit, and be able to develop dynamic Streamlit web-based data and machine learning applications of your own.What You Will Learn How to start developing web applications using Streamlit What are Streamlit's components Media elements in Streamlit How to visualize data using various interactive and dynamic Python librariesHow to implement models in Streamlit web applicationsWho This Book Is ForProfessionals working in data science and machine learning domains who want to showcase and deploy their work in a web application with no prior knowledge of web development.

This book teaches the practical implementation of various concepts for time series analysis and modeling with Python through problem-solution-style recipes, starting with data reading and preprocessing. It begins with the fundamentals of time series forecasting using statistical modeling methods like AR (autoregressive), MA (moving-average), ARMA (autoregressive moving-average), and ARIMA (autoregressive integrated moving-average). Next, you'll learn univariate and multivariate modeling using different open-sourced packages like Fbprohet, stats model, and sklearn. You'll also gain insight into classic machine learning-based regression models like randomForest, Xgboost, and LightGBM for forecasting problems. The book concludes by demonstrating the implementation of deep learning models (LSTMs and ANN) for time series forecasting. Each chapter includes several code examples and illustrations. After finishing this book,you will have a foundational understanding of various concepts relating to time series and its implementation in Python. What You Will LearnImplement various techniques in time series analysis using Python.Utilize statistical modeling methods such as AR (autoregressive), MA (moving-average), ARMA (autoregressive moving-average) and ARIMA (autoregressive integrated moving-average) for time series forecasting Understand univariate and multivariate modeling for time series forecastingForecast using machine learning and deep learning techniques such as GBM and LSTM (long short-term memory) Who This Book Is ForData Scientists, Machine Learning Engineers, and software developers interested in time series analysis.

Journey into the world of Web3-based application development, its related protocols, and its usage in developing decentralized applications. This book will explain how programmable blockchains are revolutionizing the world of web applications, which can be run on decentralized platforms or peer-to-peer networks like IPFS.You'll start with an introduction to decentralization with a focus on blockchain implementations like Ethereum and Bitcoin. You'll then learn to develop simple decentralized applications (dApps) using Solidity, the language used for developing apps with Ethereum as well as smart contracts, wallets, gateways and NFTs. This book also covers how security and scale are addressed by L2 networks for scaling Bitcoin and Ethereum blockchains. A Brief Introduction to Web3 is your go-to guide for setting up simple Web3 applications using the Ethereum blockchain programming model.WhatYou Will Learn Build NFT tokensExamine Web3 differs from Web2-based applicationsUnderstand the fundamentals of blockchain and the corresponding data structures around itSee how consensus and trustless computing can be performed using blockchain Use Solidity and Truffle to build Web3 applications Who This Book Is ForSoftware developers and architects who are looking to hone their skills in dApps and web3 applications developed on sound principles of decentralized computing.

Get inspired to explore the depths of the IoT field. In today's rapidly transforming world, the Internet of Things (IoT) plays an inevitable role in people's lives. From smart buildings to enterprise grade automation, these fields have enormous amounts of opportunities for IoT solutions that can transform the industry. This book will provide a good mixture of fundamental understanding and hands-on experience. The beginning of the book helps readers of every level conceptualize the futuristic goals that IoT has to offer for adoption and growth in different industries. You'll start with the IoT basics and then advance to business applications with multiple IoT boards, platforms, software, and hardware. Each chapter focuses on one vertical (ie. healthcare, education, environmental), how it impacts people's lives and how IoT can be used to build solutions specific to that vertical. With the solid base prepared, you'll then learnthe importance, processes, and outcome of building IoT solutions for various industry verticals using the IoT. Chapters also feature a detailed walk through of applications, circuit boards and other tools. In the end, you'll have completed multiple modules through working on IoT prototypes that have a real-world impact through viable business model.You will:Recognize the need for an IoT ecosystemAvoid potential pitfalls and breakdowns while working with IoT and smart systemsBuild scalable and efficient IoT solutions that work at a small, medium and large scale in the real-lifeExplore pool of opportunities and possibilities in the field of IoTReview business aspects, developing decision making senses and derive solution with an unbiased mindsetUnderstand and be responsibly aware about the security concerns related to the domain of IoT

Learn the tricks of simple procedural generation and how various genres, such as racing simulators, platformers, and roguelikes, can all benefit from these techniques.In this book, you'll learn how to combine hand-crafted content with algorithms to create immersive and beautiful environments. You'll learn how to create a seeding system, so that you can replay great levels with your friends. We'll cover how to create good tilesets, how to use the tilemap editor effectively, and how to inject just the right amount of logic into an otherwise automated machine that is your own personal procedural content generation engine.We will use 2D examples to demonstrate the concepts covered throughout the book. By the time you complete this book, yoüll have a good handle on how to add procedural generation to your games.What You Will LearnLearn to set up the perfect content generation system Master the tools for randomization andrepeatabilityUnderstand how much content to craft versus how much to generateWho This Book Is ForBasic familiarity with the Godot engine and GDScript is essential. While all concepts are explained in the book, it can be overwhelming learning these techniques at the same time as learning the engine.

Have you ever dreamed of designing your own LEGOs? Do you love building huge LEGO models, but don¿t have enough bricks? This book will show you how to do all that and more with Bricklink Studio 2.0, a software program that's widely used by LEGO designers to create LEGO models virtually before making them with real LEGO bricks. You'll learn how to start a new project, use the camera control options, and drag and drop parts into your building plate. Then take your bricks from a pile of random pieces into intricate masterpiece models using building tools like Select, Hinge, Clone, Hide, Connect, Collision, and more! Yoüll master all the building tools that help you build LEGO models. Then yoüll learn to search and manage LEGO bricks in Studio 2.0 using different palette options like Master, Hidden parts, and Custom parts. Beyond the official LEGO colors, there are special color options you can use to render neon, glow in the dark, and translucent brick. Use this expanded color palette to add to the complexity of your models, and then render your model to see it realistically in 3D! Yoüll also learn to animate your model and watch it come to life. After finishing your design, yoüll learn to share what yoüve built with the world. Yoüll create professional LEGO instructions for your model that can be printed or shared. Making you a true LEGO design master! What You'll LearnMake fascinating models with virtual LEGO bricks Design LEGO models more efficiently with Studio 2.0¿s powerful tools Use ¿Build Together¿ simultaneously with another designer on the same project Build massive, amazing models on a small budget Who This Book Is ForAnyone interested in digital modelling or who loves building with LEGOs. Students, hobbyists, and enthusiasts will find fun learning activities.

Use the popular Spring Data project for data access and persistence using various Java-based APIs such as JDBC, JPA, MongoDB, and more. This book shows how to easily incorporate data persistence and accessibility into your microservices, cloud-native applications, and monolithic enterprise applications. It also teaches you how to perform unit and performance testing of a component that accesses a database. And it walks you through an example of each type of SQL and NoSQL database covered. After reading this book, yoüll be able to create an application that interacts with one or multiple types of databases, and conduct unit and performance testing to analyze possible problems. Source code is available on GitHub.What Yoüll LearnBecome familiar with the Spring Data project and its modules for data access and persistenceExplore various SQL and NoSQL persistencetypesUncover the persistence and domain models, and handle transaction management for SQLMigrate database changes and versioning for SQLDive into NoSQL persistence with Redis, MongoDB, Neo4j, and CassandraHandle reactive database programming and access with R2DBC and MongoDBConduct unit, integration, and performance testing, and moreWho This Book Is ForExperienced Java software application developers; programmers with experience using the Spring framework or the Spring Boot micro framework

Master the Spring Framework, its fundamentals and core topics, and share the authors¿ insights and real-world experiences. This book goes well beyond the basics: you'll learn how to leverage the latest Spring Framework 6 to build the various tiers and parts of today's modern, complex enterprise Java applications systems, top to bottom, including data access, SQL generation with jOOQ, persistence with Hibernate, transactions, set up security, classic web and presentation tiers and adding in some reactivity. Spring 6 will be based on the latest available Long Term Support (LTS) release, Java 17. So, you will be able to do the following in your Spring applications: use records, use new utility methods in String class; utilize Local-Variable Syntax for Lambda Parameters; Nested Based Access Control, and more. Integrating Spring with the most used frameworks and libraries is covered in this book, such as Testcontainers, Hibernate, jOOQ, Kafka and many others.A full sample application allows you to apply many of the technologies and techniques covered in Pro Spring 6 and see how they work together. This book updates the perennial bestseller with the latest that Spring Framework 6 has to offer. Now in its sixth edition, this popular title is by far the most comprehensive and definitive treatment of Spring available. After reading this book, you'll be armed with the power of Spring to build complex applications, top to bottom. The agile, lightweight, open-source Spring Framework continues to be the de facto leading enterprise Java application development framework for today's Java programmers and developers.What You Will LearnWhat¿s new in Spring Framework 6 and how to use it with the latest LTS version of Java, Java 17How to integrate Spring with the most renowned and practical frameworks and dependenciesHow to build complex enterprise cloud-native applications using Spring 6How to master data access, persistence and transactionsHow to use with Spring Batch, Integration and other key Spring projectsThis Book Is ForExperienced Java and enterprise Java developers and programmers. Some experience with Spring highly recommended.

In this 100-page book, you will find that Stripes provides a very simple learning path, where you do not need to understand the entire framework in order to use it. The concept of this book is exactly that - to get you using the framework and writing code immediately. You will be off and running in no time, and adding to your skill set as we progress.This book is written with exactly that learning method in mind. No filler, no empty explanations... just code. You won't be driving solo, however. Each code example is heavily annotated with comments and tips, so that you not only understand each snippet, but can also dive deeper if you so choose.Stripes is a web framework for the Java programming language. It was initially released in 2005 by Tim Fennell. Despite its growth and maturity, Stripes has always focused on two key principles: simplicity and ease of development. Stripes has also remained a solution for a single application tier: the web-layer. Its purpose is to handle the interaction between a web browser and server-side java code. To tie these concepts together Stripes makes heavy use of Java annotations, which we will see as we learn the various features of Stripes.

Migrating to Swift From Web Development gives you the ability to create native iOS apps using the latest Swift programming language. Starting with preparing your latest Xcode 6 Integrated Development Environment and introducing just enough iOS application framework fundamentals, you'll understand how to create a simple but meaningful Hello Swift application for iOS 8 immediately.After the short IDE setup guide, this book will show you how to structure your iOS project from an existing mobile web app. Every topic comes with a tutorial project that you will create by yourself. You'll plan and structure your iOS apps using Xcode Storyboard, implementing use cases with detailed screens, and learn about managing data and working with remote services. Finally, you'll experience a recap of the whole porting process by translating a mobile web app to iOS 8 from start to end. When you finish reading Migrating to Swift from Web Development, you'll be an iOS developer as well as a front-end web developer.

Get the most out of Windows 8.1 for your every day computing tasks, with no jargon. Clear, concise and to the point. This brief book, Everyday Computing With Windows 8.1 provides the essentials of using a desktop or laptop running Windows 8 or 8.1, providing a fast read for the beginner and the enthusiast. Windows 8 can give new users fits with options that are well hidden; this book uncovers those so that the user can be relieved of frustration.Techniques are illustrated step-by-step using photography and screen prints throughout, together with concise, easy to follow explanations from an established expert in the field.Whether you have just bought your first computer or laptop or are a computer user who needs a better understanding of the basics, this book will provide you with a firm grasp of the underpinning foundations and equip you with the skills needed to take command of your computer.

MATLAB is a high-level language and environment for numerical computation, visualization, and programming. Using MATLAB, you can analyze data, develop algorithms, and create models and applications. The language, tools, and built-in math functions enable you to explore multiple approaches and reach a solution faster than with spreadsheets or traditional programming languages, such as C/C++ or Java. MATLAB Matrix Algebra introduces you to the MATLAB language with practical hands-on instructions and results, allowing you to quickly achieve your goals. Starting with a look at symbolic and numeric variables, with an emphasis on vector and matrix variables, you will go on to examine functions and operations that support vectors and matrices as arguments, including those based on analytic parent functions. Computational methods for finding eigenvalues and eigenvectors of matrices are detailed, leading to various matrix decompositions. Applications such as change of bases, the classification of quadratic forms and how to solve systems of linear equations are described, with numerous examples. A section is dedicated to sparse matrices and other types of special matrices. In addition to its treatment of matrices, you will also learn how MATLAB can be used to work with arrays, lists, tables, sequences and sets.

Pro HTML5 with Visual Studio 2015 is written to help ASP.NET developers make the leap to the inevitable and exciting world of HTML5. With this book, you'll quickly master the new HTML elements, the improved CSS features, and advanced content including audio, video, canvas, SVG, and drag and drop capabilities. You will also learn how your enterprise applications can benefit from some brand-new technology such as web workers and web sockets. Using practical hands-on demonstrations you will learn all of the really cool features that you can start using now, within your existing ASP.NET applications.HTML5 promises to revolutionize the way web sites are developed with an impressive set of built-in client-side features. The use of HTML5 as a preferred development language in Windows 10, along with growing support from the major browser vendors, is likely to make HTML5 the de-facto standard for all future web development. The number of HTML5-capable phones alone is estimated to top 2 billion by 2016. Many professional web developers who are firmly rooted in the Microsoft toolset such as Visual Studio, Active Server Pages, and .NET are trying to understand how HTML5 fits into their world.Written with the Visual Studio 2015 developer in mind, this book:Illustrates how to integrate the new HTML5 features in an ASP .NET MVC6 applicationExplains how to add active content including video and graphicsDemonstrates the new scripting features of HTML5 such as application cache and local storage

Gain a deeper understanding of how distributed systems work, as well as which applications and systems are used for specific business domains or industries. This book provides a set of solution architecture patterns that were developed based on the author¿s experience building enterprise software systems for hundreds of different organizations across the globe. The architecture diagrams (patterns) and examples allow you to not only grasp the concepts, but to build working projects. Solution Architecture Patterns for Enterprise starts with an introduction to the concepts of enterprise software systems and solution architecture and later moves to individual solution architecture patterns used in real-world enterprises. Subsequent sections cover various industry-specific solution architecture patterns that can be used to build domain-specific software systems. The book concludes with a view of what the future holds for solution architecture, including likely newdevelopments in the field. This book will help enterprise software architects and engineers to design and implement real-world enterprise software systems using best practices and techniques adopted by organizations across the globe. It provides software architecture blueprints to build domain-specific enterprise software systems. If you are working on any digital transformation project or initiative, you will find this book useful, as it provides quick reference on architecture and implementation to get started with your work. What You Will LearnUnderstand the key elements of enterprise software systems and how to design and implement themMaster different approaches to build real-world software applicationsBuild domain specific enterprise software systemsUse open-source tools to build enterprise software systems Who This Book Is For Software Developers, software architect, solution architects, and enterprise architects.

Learn the skills and solutions required to secure your Mac's operating system, the underlying hardware, and allow users to get work done safely. This book will show you how to create a Mac that¿s made of steel and won¿t buckle when attacked!Ok, there¿s no such thing as unhackable. No magic tool or silver bullet will eliminate risk in all forms. Security is an ongoing journey ¿ not a simple action or software application. And that is exactly what yoüll learn to master¿the foundational knowledge, skills, and mindset to holistically protect Macs. Regardless of whether it¿s your personal iMac or a fleet of MacBook Prös assigned to the remote employees within your organization, yoüll be able to limit access while identifying and mitigating risk unique to your environment.In addition to the information security best practices pertaining to protecting Apple computers, yoüll pivot to a coherent, security-focused mindset to better understand macOS-specificsecurity. Yoüll learn how it works and what tools and software are available to help. Both native and 3rd-party tool are covered. Safe guard your system¿s privacy data and capitalize on effectively locking down the security of your Mac computers against known threats and newer trends that continue to evolve.Hardening Your Macs is the perfect roadmap to stopping malicious attacks and bad actors from spying on users through cameras, microphones, and other built-in tools that could potentially be used against users and organizations alike. What You'll LearnGrasp the mindset of attackers¿how they plan and execute malicious incursionsImplement hardware solutions as well as software safeguardsTake advantage of Apple's built-in macOS security features in addition to 3rd party toolsAvoid attacks on your system that could compromise sensitive corporate data and personally identifiable information Who This Book Is ForIT admins responsible for managing Mac device security. Additionally users of Apple products that may have some experience using the platform in general but are not versed in security, as well as, those switching from Windows platforms will find useful information here. And anyone that wishes to expand their information security skills and/or develop a security-focused mindset to better protect their personal information and privacy data from the numerous and growing threats in the wild, such as malware and phishing.

Gather and analyze data successfully, identify trends, and then create overarching strategies and actionable next steps - all through Excel. This book will show even those who lack a technical background how to make advanced interactive reports with only Excel at hand. Advanced visualization is available to everyone, and this step-by-step guide will show you how.The information in this book is presented in an accessible and understandable way for everyone, regardless of the level of technical skills and proficiency in MS Excel. The dashboard development process is given in the format of step-by-step instructions, taking you through each step in detail. Universal checklists and recommendations of a practicing business analyst and trainer will help in solving various tasks when working with data visualization. Illustrations will help you perceive information easily and quickly. Make Your Data Speak will show you howto master the main rules, techniques and tricks of professional data visualization in just a few days.What You'll LearnSee how interactive dashboards can be useful for a businessReview basic rules for building dashboardsUnderstand why it's important to pay attention to colors and fonts when developing a dashboardCreate interactive management reports in Excel Who This Book is ForCompany executives and divisional managers, Middle managers, business analysts