Data Science with .NET and Polyglot Notebooks. Programmer's guide to data science using ML.NET, OpenAI, and Semantic Kernel

Matt Eland

As the fields of data science, machine learning, and artificial intelligence rapidly evolve, .NET developers are eager to leverage their expertise to dive into these exciting domains but are often unsure of how to do so. Data Science in .NET with Polyglot Notebooks is the practical guide you need to seamlessly bring your .NET skills into the world of analytics and AI. With Microsoft’s .NET platform now robustly supporting machine learning and AI tasks, the introduction of tools such as .NET Interactive kernels and Polyglot Notebooks has opened up a world of possibilities for .NET developers. This book empowers you to harness the full potential of these cutting-edge technologies, guiding you through hands-on experiments that illustrate key concepts and principles. Through a series of interactive notebooks, you’ll not only master technical processes but also discover how to integrate these new skills into your current role or pivot to exciting opportunities in the data science field. By the end of the book, you’ll have acquired the necessary knowledge and confidence to apply cutting-edge data science techniques and deliver impactful solutions within the .NET ecosystem.

Cross-platform UI Development with Xamarin.Forms

Paul Johnson

DevOps for Web Development. Click here to enter text

Mitesh Soni

The DevOps culture is growing at a massive rate, as many organizations are adopting it. However, implementing it for web applications is one of the biggest challenges experienced by many developers and admins, which this book will help you overcome using various tools, such as Chef, Docker, and Jenkins. On the basis of the functionality of these tools, the book is divided into three parts. The first part shows you how to use Jenkins 2.0 for Continuous Integration of a sample JEE application. The second part explains the Chef configuration management tool, and provides an overview of Docker containers, resource provisioning in cloud environments using Chef, and Configuration Management in a cloud environment. The third part explores Continuous Delivery and Continuous Deployment in AWS, Microsoft Azure, and Docker, all using Jenkins 2.0.This book combines the skills of both web application deployment and system configuration as each chapter contains one or more practical hands-on projects. You will be exposed to real-world project scenarios that are progressively presented from easy to complex solutions. We will teach you concepts such as hosting web applications, configuring a runtime environment, monitoring and hosting on various cloud platforms, and managing them. This book will show you how to essentially host and manage web applications along with Continuous Integration, Cloud Computing, Configuration Management, Continuous Monitoring, Continuous Delivery, and Deployment.

Implementing Multifactor Authentication. Protect your applications from cyberattacks with the help of MFA

Marco Fanti

MFA has emerged as an essential defense strategy in the wide-ranging landscape of cybersecurity. This book is a comprehensive manual that assists you in picking, implementing, and resolving issues with various authentication products that support MFA. It will guide you to bolster application security without sacrificing the user experience.You'll start with the fundamentals of authentication and the significance of MFA to familiarize yourself with how MFA works and the various types of solutions currently available. As you progress through the chapters, you'll learn how to choose the proper MFA setup to provide the right combination of security and user experience. The book then takes you through methods hackers use to bypass MFA and measures to safeguard your applications. After familiarizing yourself with enabling and managing leading cloud and on-premise MFA solutions, you’ll see how MFA efficiently curbs cyber threats, aided by insights from industry best practices and lessons from real-world experiences. Finally, you’ll explore the significance of innovative advancements in this domain, including behavioral biometrics and passkeys.By the end of the book, you'll have the knowledge to secure your workforce and customers, empowering your organization to combat authentication fraud.

The Ultimate Studio One Pro Book. A step-by-step guide to recording, editing, mixing, and mastering professional-quality music

Doruk Somunkiran

The Ultimate Studio One Pro Book is a detailed, step-by-step guide to creating music with Studio One’s extensive set of production tools. This practical, goal-oriented resource will help musicians start producing their own music with Studio One and teach audio professionals how to include Studio One in their production workflow.The book begins by showing you how to set up Studio One to work smoothly on your system. The following chapters will walk you through the process of creating a project, along with recording audio and using virtual instruments to construct a MIDI arrangement. As you advance, you’ll find out how to edit your songs to perfection using Melodyne, Audio Bend, and an extensive collection of MIDI modifiers. You’ll also discover how to mix in Studio One with the effects plugins included in it, along with applying audio mastering in the Project window. Throughout this book, you’ll gain the skills needed to leverage Studio One confidently and effectively, as well as build your own unique music production workflow.By the end of this book, you’ll be able to effortlessly translate your musical ideas into complete songs using Studio One’s powerful tools.

SolarWinds Orion Network Performance Monitor. An essential guide for installing, implementing, and calibrating SolarWinds Orion NPM

Joe Dissmeyer, Joseph Dissmeyer

Orion Network Performance Monitor is a scalable, easy-to-use, cost-effective network monitoring system that provides a complete overview of network environments by monitoring performance and availability. Orion NPM enables you to be proactive in detecting, diagnosing, and resolving network issues and outages and has the benefit of supporting hundreds of types of server, OS, and network vendors including Cisco, HP, Microsoft, Linux, Motorola, Brocade, Foundry, and more.Orion NPM is a well-known product and is used by thousands of public and private companies, educational institutions, and government entities for network monitoring. In SolarWinds Orion Network Performance Monitor you will learn how to install, implement, and manage Orion NPM to ensure you maintain an efficient, healthy, and performant network.In this book you will start with an overview of the constituent features of Orion NPM. Leading you through installation and configuration this book will help you set up a flexible and dynamic monitoring solution.With Orion NPM in place the book will then take you on a journey through essential Orion NPM and network monitoring concepts and practices. You will cover device management, learning how to use the Network Sonar Wizard, as well as adding devices manually.Turning from novice to pro, you will then be introduced to the core of network monitoring with Orion NPM. You will learn about monitoring Windows and Linux solutions as well as Virtual Servers. You will then master wireless networks and virtual networks. You will then learn how to set up and edit alerts to make network monitoring more efficient and less time-consuming. You will also learn how to develop reports and network maps as well as essential administrative techniques.

Python 2.6 Graphics Cookbook. Learn how to use Python’s built-in graphics capabilities to create static and animated graphics for a range of real-world purposes. Over 100 recipes take you from basic shape creation to developing interactive GUIs

Mike Ohlson de Fine, Michael J Ohlson

Python is a great object-oriented and interactive programming language that lets you develop graphics, both static and animated, using built-in vector graphics functions that are provided with Python.Python 2.6 Graphics Cookbook is a collection of straightforward recipes and illustrative screenshots for creating and animating graphic objects using the Python language. This book makes the process of developing graphics interesting and entertaining by working in a graphic workspace without the burden of mastering complicated language definitions and opaque examples.If you choose to work through all the recipes from the beginning, you will learn to install Python and create basic programs for making lines and shapes using the built-in Tkinter module. The confusing topic of color manipulation is explored in detail using existing Python tools as well as some new tools in the recipes. Next you will learn to manipulate font size, color, and placement of text as placing text exactly where you want on a screen can be tricky because font height, inter-character spacing, and text window dimensions all interfere with each other. Then you will learn how to animate graphics, for example having more than one independent graphic object co-exist and interact using various Python methods.You will also learn how you can work with raster images, such as converting their formats using the Python Imaging Library. Next you will learn how you can combine vector images with raster images so that you can animate the raster images with ease. You will also walk through a set of recipes with the help of which you can handle and manipulate blocks of raw data that may be hundreds of megabytes in size using datastreams, files, and hard drives. You will also learn how you can use Inkscape to dismantle existing images and use parts of them for your own graphics and Python programs. At the end of the book you will learn how you can create GUIs for different purposes.

Arduino Android Blueprints. Get the best out of Arduino by interfacing it with Android to create engaging interactive projects

Marco Schwartz, Stefan Buttigieg

Magento 2 Development Cookbook. Over 60 recipes that will tailor and customize your experience with Magento 2

Nurul Ferdous, Bart Delvaux

With the challenges of growing an online business, Magento 2 is an open source e-commerce platform with innumerable functionalities that gives you the freedom to make on-the-fly decisions. It allows you to customize multiple levels of security permissions and enhance the look and feel of your website, and thus gives you a personalized experience in promoting your business.

Mastering Apache Cassandra. Build, manage, and configure high-performing, reliable NoSQL database for your application with Cassandra

Nishant Neeraj, Nishant Neeraj

Learning Tableau 10. Business Intelligence and data visualization that brings your business into focus - Second Edition

Joshua N. Milligan

Tableau has for some time been one of the most popular Business Intelligence and data visualization tools available. Why? Because, quite simply, it’s a tool that’s responsive to the needs of modern businesses. But it’s most effective when you know how to get what you want from it – it might make your business intelligent, but it isn’t going to make you intelligent…We’ll make sure you’re well prepared to take full advantage of Tableau 10’s new features. Whether you’re an experienced data analyst that wants to explore 2016’s new Tableau, or you’re a beginner that wants to expand their skillset and bring a more professional and sharper approach to their organization, we’ve got you covered. Beginning with the fundamentals, such as data preparation, you’ll soon learn how to build and customize your own data visualizations and dashboards, essential for high-level visibility and effective data storytelling. You’ll also find out how to so trend analysis and forecasting using clustering and distribution models to inform your analytics. But it’s not just about you – when it comes to data it’s all about availability and access. That’s why we’ll show you how to share your Tableau visualizations. It’s only once insights are shared and communicated that you – and your organization – will start making smarter and informed decisions. And really, that’s exactly what this guide is for.

Mastering Predictive Analytics with Python. Click here to enter text

Joseph Babcock

The volume, diversity, and speed of data available has never been greater. Powerful machine learning methods can unlock the value in this information by finding complex relationships and unanticipated trends. Using the Python programming language, analysts can use these sophisticated methods to build scalable analytic applications to deliver insights that are of tremendous value to their organizations. In Mastering Predictive Analytics with Python, you will learn the process of turning raw data into powerful insights. Through case studies and code examples using popular open-source Python libraries, this book illustrates the complete development process for analytic applications and how to quickly apply these methods to your own data to create robust and scalable prediction services.Covering a wide range of algorithms for classification, regression, clustering, as well as cutting-edge techniques such as deep learning, this book illustrates not only how these methods work, but how to implement them in practice. You will learn to choose the right approach for your problem and how to develop engaging visualizations to bring the insights of predictive modeling to life

Oracle Enterprise Manager Cloud Control 12c: Managing Data Center Chaos. Take back control of your data center with this practical step-by-step tutorial to using Oracle Enterprise Manager. Real-life examples and case studies help you manage rationally rather than through day-to-day firefighting

PORUS HOMI HAVEWALA

Data centers around the world are experiencing an unprecedented era of growth due to expanding data volumes. There is also a corresponding increase in the number of databases and applications. In such rapid-growth centers, it is inevitable that fighting fires daily becomes a common occurrence. There is often no controlled method of performance management, neither is rapidly changing configuration information collected. With the lack of automation and control, Data Centers do not often realize their intended cost-effectiveness and regress into a chaotic and uncontrolled day-to-day type of existence. This was the case until Oracle Enterprise Manager started being used as an Enterprise-wide central management solution, changing the whole game in the process.In this brand new book by Porus Homi Havewala, one of the leading experts in the Oracle space, you will be introduced to the all-encompassing world of Oracle Enterprise Manager Cloud Control 12c, Oracle's premier product for managing and monitoring the Enterprise space. Drawing from the author's many years of experience in the real world, the book brings together the major capabilities of the latest Enterprise Manager software and demonstrates how to ease the growing pains of Data Centers.The book takes you on a descriptive journey of what issues are normally experienced in the Data Center, and how Oracle Enterprise Manager Cloud Control 12c manages to address and resolve many of the issues.The book introduces the reader to the typical chaos in Data Centers and discusses the way these common issues are normally resolved, by manual labor or manual scripting using extensive human resources. Then it will show you how Cloud Control 12c aids in Database Performance Management, Configuration Management, Security Compliance, Automated Provisioning, Automated Patching and Database Change Management.You will learn how Cloud Control 12c allows Exadata Database Machine Monitoring and Management, Test Data Management for data subsetting of large databases, as well as Sensitive Data De-identification using Data Masking.The book includes various real life examples and case studies of actual Oracle customers to show how they have benefited from using Oracle Enterprise Manager. It explores the strong standing of Oracle in the Enterprise Management game, now also strengthened by the new Enterprise Manager Cloud Control 12c.

VMware View Security Essentials. The vital elements of securing your View environment are the subject of this user-friendly guide. From a theoretical overview to practical instructions, it's the ideal tutorial for beginners and an essential reference source for the more experienced

Most people associate security with network security and focus on firewalls and network monitoring. However, there is more to security than that. Security starts with the establishment of a stable environment, protecting this environment not only from intrusion, but also from malicious intent. It is about tracking the issue and recovering from it. These elements of security are what this book aims to address.VMware View Security Essentials addresses the topic of security in the corporate environment in a new way. It starts with the underlying virtual infrastructure and then delves into securing your base, your connection, and your client. This is not only a “how-to” book, but is also a book that explains the background and the insights of View security for the experienced professional's desktop virtualization.This book takes you through the four major View security areas. Each area deals with all the aspects of security and explains the background as well as laying out simple-to-follow recipes to implement a higher security standard.We start at the Virtualization base and work our way through the various View server types. We will then dive into the problems and issues of securing a connection before we address the security of the desktop itself. We conclude with a look into the backing up of our View installation and preparing for disaster recovery.

Scaling Agile with Jira Align. A practical guide to strategically scaling agile across teams, programs, and portfolios in enterprises

Dean MacNeil, Aslam Cader

Jira Align is a platform purpose-built for enterprises to connect strategy with execution and drive transparency, consistency, and predictability at all levels of scale. The platform supports business value delivery in agile frameworks such as LeSS, DAD, and SAFe. It also caters to organizations that mix agile with waterfall to support scaled bimodal delivery.Starting with an introduction to the platform and its features, this book takes you through the foundational building blocks of Jira Align. You’ll learn how an organization can benefit from implementing Jira Align and understand how to connect dimensions such as people, work, time, and outcomes. The book takes you through the typical steps for implementing Jira Align for maximizing outcomes and helps you solve common team, program, and portfolio-level challenges by enhancing visibility, tracking dependencies and risks, and using reports for real-time, distributed decision making. Throughout the book, you’ll explore features such as remote agile ceremonies, live roadmaps, and objectives and key results (OKRs). You’ll also get to grips with lean portfolio management, financial reporting, and using the program board for planning and execution.By the end of this book, you’ll be well versed in the key features of Jira Align and be able to leverage them to support all levels of agile at scale.

Mastering SaltStack. Take charge of SaltStack to automate and configure enterprise-grade environments

Joseph Hall

Linux Device Driver Development Cookbook. Learn kernel programming and build custom drivers for your embedded Linux applications

Rodolfo Giometti

Linux is a unified kernel that is widely used to develop embedded systems. As Linux has turned out to be one of the most popular operating systems worldwide, the interest in developing proprietary device drivers has also increased. Device drivers play a critical role in how the system performs and ensure that the device works in the manner intended. By exploring several examples on the development of character devices, the technique of managing a device tree, and how to use other kernel internals, such as interrupts, kernel timers, and wait queue, you’ll be able to add proper management for custom peripherals to your embedded system.You’ll begin by installing the Linux kernel and then configuring it. Once you have installed the system, you will learn to use different kernel features and character drivers. You will also cover interrupts in-depth and understand how you can manage them. Later, you will explore the kernel internals required for developing applications. As you approach the concluding chapters, you will learn to implement advanced character drivers and also discover how to write important Linux device drivers.By the end of this book, you will be equipped with the skills you need to write a custom character driver and kernel code according to your requirements.

Getting Started with RethinkDB. Click here to enter text

Gianluca Tiepolo

RethinkDB is a high-performance document-oriented database with a unique set of features. This increasingly popular NoSQL database is used to develop real-time web applications and, together with Node.js, it can be used to easily deploy them to the cloud with very little difficulty.Getting Started with RethinkDB is designed to get you working with RethinkDB as quickly as possible. Starting with the installation and configuration process, you will learn how to start importing data into the database and run simple queries using the intuitive ReQL query language.After successfully running a few simple queries, you will be introduced to other topics such as clustering and sharding. You will get to know how to set up a cluster of RethinkDB nodes and spread database load across multiple machines. We will then move on to advanced queries and optimization techniques. You will discover how to work with RethinkDB from a Node.js environment and find out all about deployment techniques.Finally, we’ll finish by working on a fully-fledged example that uses the Node.js framework and advanced features such as Changefeeds to develop a real-time web application.

iPhone Game Blueprints. If you're looking for inspiration for your first or next iPhone game, look no further. This brilliant hands-on guide contains 7 practical projects that cover everything from animation to augmented reality. Game on!

Igor Uduslivii

Designing and selling games on the iOS platform has become a phenomenon ever since the introduction of the App Store. With mobile gaming taking the World by storm, users are indulging in all different types of games. iPhone Game Blueprints is a hands on guide to both inspire and help developers, graphic designers, and game enthusiasts to create their own games for iOS devices.Taking a selection of iPhone game styles we will learn how to set the foundation and essential functionality for each game. Including thorough explanations of popular games such as puzzles, arcades, and adventures, as well as useful theoretical and technical concepts. iPhone Game Blueprints is your complete guide to creating great iPhone games, from a simple gesture game to a classic shoot 'em up.iPhone Game Blueprints guides you through the universe of mobile games, starting with the overall information about game ideas, ergonomic aspects, and much more. Then it switches to a description of each particular game type, presenting ready-to-use ideas and applications.This book will take you through a selection of iPhone game styles and show how to create the foundation and essential functionality for a game of that genre.The examples in this book are only the beginning.Including a deluge of practical tips, focusing on the best approach to game design, not forgetting to mention the pitfalls. iPhone Game Blueprints will give you the blueprints of several mobile game's essentials cores. Whether you're just getting started with gaming, or want to try a whole different genre of game, these blueprints are everything you need.

Nmap 6: Network Exploration and Security Auditing Cookbook. Want to master Nmap and its scripting engine? Then this book is for you – packed with practical tasks and precise instructions, it’s a comprehensive guide to penetration testing and network monitoring. Security in depth

Paulino Calderon, Gordon Lyon

Nmap is a well known security tool used by penetration testers and system administrators. The Nmap Scripting Engine (NSE) has added the possibility to perform additional tasks using the collected host information. Tasks like advanced fingerprinting and service discovery, information gathering, and detection of security vulnerabilities.Nmap 6: Network exploration and security auditing cookbook will help you master Nmap and its scripting engine. You will learn how to use this tool to do a wide variety of practical tasks for pentesting and network monitoring. Finally, after harvesting the power of NSE, you will also learn how to write your own NSE scripts.Nmap 6: Network exploration and security auditing cookbook is a book full of practical knowledge for every security consultant, administrator or enthusiast looking to master Nmap. The book overviews the most important port scanning and host discovery techniques supported by Nmap. You will learn how to detect mis-configurations in web, mail and database servers and also how to implement your own monitoring system. The book also covers tasks for reporting, scanning numerous hosts, vulnerability detection and exploitation, and its strongest aspect; information gathering.

Real-World Implementation of C# Design Patterns. Overcome daily programming challenges using elements of reusable object-oriented software

Bruce M. Van Horn II, Van Symons

As a software developer, you need to learn new languages and simultaneously get familiarized with the programming paradigms and methods of leveraging patterns, as both a communications tool and an advantage when designing well-written, easy-to-maintain code. Design patterns, being a collection of best practices, provide the necessary wisdom to help you overcome common sets of challenges in object-oriented design and programming.This practical guide to design patterns helps C# developers put their programming knowledge to work. The book takes a hands-on approach to introducing patterns and anti-patterns, elaborating on 14 patterns along with their real-world implementations. Throughout the book, you'll understand the implementation of each pattern, as well as find out how to successfully implement those patterns in C# code within the context of a real-world project.By the end of this design patterns book, you’ll be able to recognize situations that tempt you to reinvent the wheel, and quickly avoid the time and cost associated with solving common and well-understood problems with battle-tested design patterns.

Machine Learning with R. Learn techniques for building and improving machine learning models, from data preparation to model tuning, evaluation, and working with big data - Fourth Edition

Brett Lantz

Machine learning, at its core, is concerned with transforming data into actionable knowledge. R offers a powerful set of machine learning methods to quickly and easily gain insight from your data.Machine Learning with R, Fourth Edition, provides a hands-on, accessible, and readable guide to applying machine learning to real-world problems. Whether you are an experienced R user or new to the language, Brett Lantz teaches you everything you need to know for data pre-processing, uncovering key insights, making new predictions, and visualizing your findings. This 10th Anniversary Edition features several new chapters that reflect the progress of machine learning in the last few years and help you build your data science skills and tackle more challenging problems, including making successful machine learning models and advanced data preparation, building better learners, and making use of big data.You'll also find this classic R data science book updated to R 4.0.0 with newer and better libraries, advice on ethical and bias issues in machine learning, and an introduction to deep learning. Whether you're looking to take your first steps with R for machine learning or making sure your skills and knowledge are up to date, this is an unmissable read that will help you find powerful new insights in your data.

Mastering Azure Machine Learning. Execute large-scale end-to-end machine learning with Azure - Second Edition

Christoph Körner, Marcel Alsdorf

Azure Machine Learning is a cloud service for accelerating and managing the machine learning (ML) project life cycle that ML professionals, data scientists, and engineers can use in their day-to-day workflows. This book covers the end-to-end ML process using Microsoft Azure Machine Learning, including data preparation, performing and logging ML training runs, designing training and deployment pipelines, and managing these pipelines via MLOps.The first section shows you how to set up an Azure Machine Learning workspace; ingest and version datasets; as well as preprocess, label, and enrich these datasets for training. In the next two sections, you'll discover how to enrich and train ML models for embedding, classification, and regression. You'll explore advanced NLP techniques, traditional ML models such as boosted trees, modern deep neural networks, recommendation systems, reinforcement learning, and complex distributed ML training techniques - all using Azure Machine Learning.The last section will teach you how to deploy the trained models as a batch pipeline or real-time scoring service using Docker, Azure Machine Learning clusters, Azure Kubernetes Services, and alternative deployment targets.By the end of this book, you’ll be able to combine all the steps you’ve learned by building an MLOps pipeline.

Microsoft Azure Storage Essentials. Harness the power of Microsoft Azure services to build efficient cloud solutions

Chukri A Soueidi