Quantum Machine Learning: An Applied Approach
Know how to adapt quantum computing and machine learning algorithms. This book takes you on a journey into hands-on quantum machine learning (QML) through various options available in industry and research. The first three chapters offer insights into the combination of the science of quantum mechanics and the techniques of machine learning, where concepts of classical information technology meet the power of physics. Subsequent chapters follow a systematic deep dive into various quantum machine learning algorithms, quantum optimization, applications of advanced QML algorithms (quantum k-means, quantum k-medians, quantum neural networks, etc.), qubit state preparation for specific QML algorithms, inference, polynomial Hamiltonian simulation, and more, finishing with advanced and up-to-date research areas such as quantum walks, QML via Tensor Networks, and QBoost. Hands-on exercises from open source libraries regularly used today in industry and research are included, such as Qisk ...
Know how to adapt quantum computing and machine learning algorithms. This book takes you on a journey into hands-on quantum machine learning (QML) through various options available in industry and research. The first three chapters offer insights into the combination of the science of quantum mechanics and the techniques of machine learning, where concepts of classical information technology meet the power of physics. Subsequent chapters follow a systematic deep dive into various quantum machine learning algorithms, quantum optimization, applications of advanced QML algorithms (quantum k-means, quantum k-medians, quantum neural networks, etc.), qubit state preparation for specific QML algorithms, inference, polynomial Hamiltonian simulation, and more, finishing with advanced and up-to-date research areas such as quantum walks, QML via Tensor Networks, and QBoost. Hands-on exercises from open source libraries regularly used today in industry and research are included, such as Qisk ...
Hands-on Azure Functions with C#
Build serverless solutions using Azure Functions. This book provides you with a deep understanding of Azure Functions so you can build highly scalable and reliable serverless applications. The book starts with an introduction to Azure Functions and demonstrates triggers and bindings with use cases. The process to build an OTP mailer with Queue Storage Trigger and SendGrid output binding is presented, and timer triggers and blob storage binding are covered. Creating custom binding for Azure Functions and building a serverless API using Azure Functions and Azure SQL are discussed. You will know how to build a serverless API using Azure Functions and Azure Cosmos DB, and you will go over enabling application insights and Azure Monitor. Storing function secrets in Azure Key Vault is discussed as well as authentication and authorization using Azure Active Directory. You will learn how to secure your serverless apps using API Management and deploy your Azure Functions using IDEs. Deplo ...
Build serverless solutions using Azure Functions. This book provides you with a deep understanding of Azure Functions so you can build highly scalable and reliable serverless applications. The book starts with an introduction to Azure Functions and demonstrates triggers and bindings with use cases. The process to build an OTP mailer with Queue Storage Trigger and SendGrid output binding is presented, and timer triggers and blob storage binding are covered. Creating custom binding for Azure Functions and building a serverless API using Azure Functions and Azure SQL are discussed. You will know how to build a serverless API using Azure Functions and Azure Cosmos DB, and you will go over enabling application insights and Azure Monitor. Storing function secrets in Azure Key Vault is discussed as well as authentication and authorization using Azure Active Directory. You will learn how to secure your serverless apps using API Management and deploy your Azure Functions using IDEs. Deplo ...
External Collaboration with Azure AD B2B Succinctly
Secure collaboration in your organization's applications and services with outside groups can be tricky, but Azure Active Directory boasts features that make it simple. In External Collaboration with Azure AD B2B Succinctly, author Sjoukje Zaal takes readers step-by-step through creating guest accounts, managing security groups, and adding users and groups to applications. From there, the book covers different ways to automate these processes with Graph API, PowerShell, and Azure Functions, and examines the difference in sharing capabilities between Azure AD B2B and Office 365. ...
Secure collaboration in your organization's applications and services with outside groups can be tricky, but Azure Active Directory boasts features that make it simple. In External Collaboration with Azure AD B2B Succinctly, author Sjoukje Zaal takes readers step-by-step through creating guest accounts, managing security groups, and adding users and groups to applications. From there, the book covers different ways to automate these processes with Graph API, PowerShell, and Azure Functions, and examines the difference in sharing capabilities between Azure AD B2B and Office 365. ...
Windows 10 Troubleshooting, 2nd Edition
Troubleshoot Windows 10 the way the experts do, whatever device or form factor you are using. Focus on the problems that most commonly plague PC users and fix each one with a step-by-step approach that helps you understand the cause, solution, and tools required. Windows 10 is constantly evolving and changing and a great many aspects of the operating system, including many associated with troubleshooting and repair, have been changed, removed, replaced, or expanded since the first edition of this book was published. This new edition is updated with a dedicated chapter on using scripting tools for troubleshooting along with numerous updates on Windows device and update installation, Microsoft Sysinternals Suite, and Troubleshooting malware attacks. Additionally, there is extensive coverage of the technical diagnosis and troubleshooting tools you need from Event Viewer to Recovery Console. This book will help you discover the connections between different hardware and software in ...
Troubleshoot Windows 10 the way the experts do, whatever device or form factor you are using. Focus on the problems that most commonly plague PC users and fix each one with a step-by-step approach that helps you understand the cause, solution, and tools required. Windows 10 is constantly evolving and changing and a great many aspects of the operating system, including many associated with troubleshooting and repair, have been changed, removed, replaced, or expanded since the first edition of this book was published. This new edition is updated with a dedicated chapter on using scripting tools for troubleshooting along with numerous updates on Windows device and update installation, Microsoft Sysinternals Suite, and Troubleshooting malware attacks. Additionally, there is extensive coverage of the technical diagnosis and troubleshooting tools you need from Event Viewer to Recovery Console. This book will help you discover the connections between different hardware and software in ...
Mastering Kali Linux for Advanced Penetration Testing, 4th Edition
Remote working has given hackers plenty of opportunities as more confidential information is shared over the internet than ever before. In this new edition of Mastering Kali Linux for Advanced Penetration Testing, you'll learn an offensive approach to enhance your penetration testing skills by testing the sophisticated tactics employed by real hackers. You'll go through laboratory integration to cloud services so that you learn another dimension of exploitation that is typically forgotten during a penetration test. You'll explore different ways of installing and running Kali Linux in a VM and containerized environment and deploying vulnerable cloud services on AWS using containers, exploiting misconfigured S3 buckets to gain access to EC2 instances. This book delves into passive and active reconnaissance, from obtaining user information to large-scale port scanning. Building on this, different vulnerability assessments are explored, including threat modeling. See how hackers use lat ...
Remote working has given hackers plenty of opportunities as more confidential information is shared over the internet than ever before. In this new edition of Mastering Kali Linux for Advanced Penetration Testing, you'll learn an offensive approach to enhance your penetration testing skills by testing the sophisticated tactics employed by real hackers. You'll go through laboratory integration to cloud services so that you learn another dimension of exploitation that is typically forgotten during a penetration test. You'll explore different ways of installing and running Kali Linux in a VM and containerized environment and deploying vulnerable cloud services on AWS using containers, exploiting misconfigured S3 buckets to gain access to EC2 instances. This book delves into passive and active reconnaissance, from obtaining user information to large-scale port scanning. Building on this, different vulnerability assessments are explored, including threat modeling. See how hackers use lat ...
Azure Cloud Security for Absolute Beginners
Implement cloud security with Azure security tools, configurations and policies that address the needs of businesses and governments alike. This book introduces you to the most important security solutions available in Azure and provides you with step-by-step guidance to effectively set up security and deploy an application on top of Azure platform services, as well as on top of Azure infrastructure. Author Pushpa Herath begins by teaching you the fundamentals of Azure security. An easy to follow exploration of management groups, subscriptions, management locks and Azure policies further elaborate the concepts underlying Azure cloud security. Next, you will learn about Azure Active Directory (AAD) and the utilization of AAD in application and infrastructure security. Essential aspects of maintaining secure application keys and certificates are further explained in the context of Azure Key Vault. New application security implementations such as Azure configurations and Azure Defender ...
Implement cloud security with Azure security tools, configurations and policies that address the needs of businesses and governments alike. This book introduces you to the most important security solutions available in Azure and provides you with step-by-step guidance to effectively set up security and deploy an application on top of Azure platform services, as well as on top of Azure infrastructure. Author Pushpa Herath begins by teaching you the fundamentals of Azure security. An easy to follow exploration of management groups, subscriptions, management locks and Azure policies further elaborate the concepts underlying Azure cloud security. Next, you will learn about Azure Active Directory (AAD) and the utilization of AAD in application and infrastructure security. Essential aspects of maintaining secure application keys and certificates are further explained in the context of Azure Key Vault. New application security implementations such as Azure configurations and Azure Defender ...
Microsoft Azure Data Solutions
Cloud technologies are advancing at an accelerating pace, supplanting traditional relational and data warehouse storage solutions with novel, high-value alternatives. Now, three pioneering Azure Data consultants offer an expert introduction to the relational, non-relational, and data warehouse solutions offered by the Azure platform. Drawing on their extensive experience helping organizations get more value from the Microsoft Data Platform, the authors guide you through decision-making, implementation, operations, security, and more. Throughout, step-by-step tutorials and hands-on exercises prepare you to succeed, even if you have no cloud data experience. Three leading experts in Microsoft Azure Data Solutions show how to: Master essential concepts of data storage and processing in cloud environments; Handle the changing responsibilities of data engineers moving to the cloud; Get started with Azure data storage accounts and other data facilities; Walk through implementing relationa ...
Cloud technologies are advancing at an accelerating pace, supplanting traditional relational and data warehouse storage solutions with novel, high-value alternatives. Now, three pioneering Azure Data consultants offer an expert introduction to the relational, non-relational, and data warehouse solutions offered by the Azure platform. Drawing on their extensive experience helping organizations get more value from the Microsoft Data Platform, the authors guide you through decision-making, implementation, operations, security, and more. Throughout, step-by-step tutorials and hands-on exercises prepare you to succeed, even if you have no cloud data experience. Three leading experts in Microsoft Azure Data Solutions show how to: Master essential concepts of data storage and processing in cloud environments; Handle the changing responsibilities of data engineers moving to the cloud; Get started with Azure data storage accounts and other data facilities; Walk through implementing relationa ...
Practical Guide to Salesforce Experience Cloud, 2nd Edition
Whether you are brand new to the world of digital experiences on the Salesforce platform or you are looking to take your Experience Cloud (previously "Community Cloud") knowledge to the next level, this detailed guide will help you build and manage a Salesforce site by leveraging the declarative power of the platform with clicks, not code. Each Salesforce site/community is a part of a widespread ecosystem, with thousands of sites and millions of users active today on Experience Cloud. Through valuable social and business tools, this online platform enables companies to empower and equip their customers, partners, and employees in new, powerful ways. Author Philip Weinmeister, Salesforce MVP and the only recipient of the "Community Cloud MVP" Trailblazer award from Salesforce, leads you through the ins and outs of Salesforce Experience Cloud and provides you with an array of best practices to deliver top-notch business portals on the Salesforce platform. This completely revised ...
Whether you are brand new to the world of digital experiences on the Salesforce platform or you are looking to take your Experience Cloud (previously "Community Cloud") knowledge to the next level, this detailed guide will help you build and manage a Salesforce site by leveraging the declarative power of the platform with clicks, not code. Each Salesforce site/community is a part of a widespread ecosystem, with thousands of sites and millions of users active today on Experience Cloud. Through valuable social and business tools, this online platform enables companies to empower and equip their customers, partners, and employees in new, powerful ways. Author Philip Weinmeister, Salesforce MVP and the only recipient of the "Community Cloud MVP" Trailblazer award from Salesforce, leads you through the ins and outs of Salesforce Experience Cloud and provides you with an array of best practices to deliver top-notch business portals on the Salesforce platform. This completely revised ...
Game Design Research
Design research, or design studies as it is also called, has been gaining momentum as a field of academic inquiry since the beginning of 20th century. Originally, design research focused on design methods and processes but it has moved to cover more varied research questions related to design. Current research topics include, for example, how to study design and what methods can be used to study design along with the more fundamental questions such as what is design in the first place and what kinds of knowledge design research produces. The topics of design research have also become more wide and varied with active research on architecture, information systems, product, service, graphic, and interaction design to name a few. Game design research, however, has received surprisingly little attention regardless of the large body of work in the more general design research. The main aim of this book is to situate game design research within and alongside general design research. ...
Design research, or design studies as it is also called, has been gaining momentum as a field of academic inquiry since the beginning of 20th century. Originally, design research focused on design methods and processes but it has moved to cover more varied research questions related to design. Current research topics include, for example, how to study design and what methods can be used to study design along with the more fundamental questions such as what is design in the first place and what kinds of knowledge design research produces. The topics of design research have also become more wide and varied with active research on architecture, information systems, product, service, graphic, and interaction design to name a few. Game design research, however, has received surprisingly little attention regardless of the large body of work in the more general design research. The main aim of this book is to situate game design research within and alongside general design research. ...
Coding Roblox Games Made Easy, 2nd Edition
Roblox is a huge entertainment platform like no other for both playing and creating games. With over 200 million monthly active users, Roblox has enabled new and experienced developers to create successful games, often called experiences, that can be played globally at no cost. Coding Roblox Games Made Easy, 2nd Edition, builds a solid foundation of the concepts you need to embark on the journey of building two end-to-end games in Roblox in increasing order of complexity. For the first game, you will create obstacles and traps for an obstacle course game (obby) and overcome them to win the game alongside other players and earn rewards. In the next game, you will manage player avatars, their weapons, a battlefield and add programming logic for the players to find their weapons and fight, with a reward for the last player standing. Finally, you'll delve into the logistics of game production, focusing on optimizing your games' performance by implementing impressive mechanics, mon ...
Roblox is a huge entertainment platform like no other for both playing and creating games. With over 200 million monthly active users, Roblox has enabled new and experienced developers to create successful games, often called experiences, that can be played globally at no cost. Coding Roblox Games Made Easy, 2nd Edition, builds a solid foundation of the concepts you need to embark on the journey of building two end-to-end games in Roblox in increasing order of complexity. For the first game, you will create obstacles and traps for an obstacle course game (obby) and overcome them to win the game alongside other players and earn rewards. In the next game, you will manage player avatars, their weapons, a battlefield and add programming logic for the players to find their weapons and fight, with a reward for the last player standing. Finally, you'll delve into the logistics of game production, focusing on optimizing your games' performance by implementing impressive mechanics, mon ...