Azure Machine Learning Engineering. Deploy, fine-tune, and optimize ML models using Microsoft Azure

Sina Fakhraee, Balamurugan Balakreshnan, Megan Masanz

Data scientists working on productionizing machine learning (ML) workloads face a breadth of challenges at every step owing to the countless factors involved in getting ML models deployed and running. This book offers solutions to common issues, detailed explanations of essential concepts, and step-by-step instructions to productionize ML workloads using the Azure Machine Learning service. You’ll see how data scientists and ML engineers working with Microsoft Azure can train and deploy ML models at scale by putting their knowledge to work with this practical guide.Throughout the book, you’ll learn how to train, register, and productionize ML models by making use of the power of the Azure Machine Learning service. You’ll get to grips with scoring models in real time and batch, explaining models to earn business trust, mitigating model bias, and developing solutions using an MLOps framework.By the end of this Azure Machine Learning book, you’ll be ready to build and deploy end-to-end ML solutions into a production system using the Azure Machine Learning service for real-time scenarios.

Learning Alfresco Web Scripts. Learn a powerful way to successfully implement unique integration solutions with Alfresco

Ramesh Chauhan

Bootstrap Site Blueprints Volume II. Maximize the potential of Bootstrap for faster and more responsive web applications

Matt Lambert

Bootstrap is the most popular open source project on GitHub today. With a little bit of know-how, this massively popular CSS framework can leveraged for any type of complex web application or website. Bootstrap Site Blueprints Volume II will teach you to build these types of projects in an easy-to-understand fashion.The key to any complex Bootstrap project is a strong development foundation for your project. The book will first teach you how to build a Bootstrap development environment using Harp.js, Node, and Less. In the next chapters, we’ll build on this foundation by creating restaurant and mobile-first aggregator projects. Once you’re warmed up, we’ll move on to more complex projects such as a wiki, a new magazine, a dashboard, and finally a social networking website. Whether you are brand new to Bootstrap or a seasoned expert, this book will provide you with the skills you need to successfully create a number of popular web applications and websites.

Salesforce Anti-Patterns. Create powerful Salesforce architectures by learning from common mistakes made on the platform

Lars Malmqvist

Salesforce Anti-Patterns teaches you to spot errors in Salesforce patterns that may seem like a good idea at first but end up costing you dearly. This book will enable Salesforce developers and architects to understand how ingenious Salesforce architectures can be created by studying anti-patterns and solutions to problems that can later lead to serious implementation issues. While there are several books on the market that start with the question, “How do I create great Salesforce architecture?” and proceed to a solution from there, this book instead starts by asking, “What tends to go wrong with Salesforce architectures?” and proceeds to a solution from there.In this book, you’ll find out how to identify and mitigate anti-patterns in the technical domains of system architecture, data architecture, and security architecture, along with anti-patterns in the functional domain of solution architecture as well as for integration architecture. You’ll also learn about common anti-patterns affecting your Salesforce development process and governance and, finally, how to spot common problems in how architects communicate their solutions.By the end of this Salesforce book, you’ll have gained the confidence to architect and communicate solutions on the Salesforce platform while dodging common mistakes.

Mastering Adobe Photoshop Elements 2023. Bring out the best in your images using Adobe Photoshop Elements 2023 - Fifth Edition

Robin Nichols

Produce impressive, high-quality pictures to influence your audience, grow your brand, and market your products and services.With its impressive range of sophisticated creative capabilities, Adobe Photoshop Elements 2023 is all you need to create photos you’ll love to share. Elements 2023 extends its AI capabilities by simplifying complex editing processes. Learn to stitch widescreen panoramas, remove people from backgrounds, de-focus backgrounds, re-compose images, and even create a range of calendars and greeting cards for your friends and family.The fifth edition of this widely acclaimed series will help you master photo-editing from scratch. Start by learning basic edits such as auto tone correction, image resizing and cropping, then master contrast, color, sharpness, and clarity.Take your prowess to the next level by learning how to correct optical distortion, re-shape images, exploit layers, layer masking, and sharpening techniques—create the perfect picture or imaginative fantasy illustration. You’ll also learn the online realms of animation, video creation, and third-party plug-ins.By the end of this book, you'll learn how to leverage the incredible features of Photoshop Elements 2023 with complete confidence.Note: All the images featured in the book can be easily downloaded via a direct link or from the GitHub repository link specified in the Preface.

MDX with Microsoft SQL Server 2016 Analysis Services Cookbook. Over 70 practical recipes to analyze multi-dimensional data in SQL Server 2016 Analysis Services cubes - Third Edition

Tomislav Piasevoli, Sherry Li

If you're often faced with MDX challenges, this is a book for you. It will teach you how to solve various real-world businessrequirements using MDX queries and calculations. Examples in the book introduce an idea or a problem and then guide you throughthe process of implementing the solution in a step-by-step manner, inform you about the best practices and offer a deep knowledge in terms of how the solution works. Recipes are organized by chapters, each covering a single topic. They start slowly and logically progress to more advanced techniques. In case of complexity, things are broken down. Instead of one, there are series of recipes built one on top of another. This way you are able to see intermediate results and debug potential errors faster. Finally, the cookbook format is here to help you quickly identify the topic of interest and in it a wide range of practical solutions, that is – MDX recipes for your success.

Binary Analysis Cookbook. Actionable recipes for disassembling and analyzing binaries for security risks

Michael Born

Binary analysis is the process of examining a binary program to determine information security actions. It is a complex, constantly evolving, and challenging topic that crosses over into several domains of information technology and security. This binary analysis book is designed to help you get started with the basics, before gradually advancing to challenging topics. Using a recipe-based approach, this book guides you through building a lab of virtual machines and installing tools to analyze binaries effectively. You'll begin by learning about the IA32 and ELF32 as well as IA64 and ELF64 specifications. The book will then guide you in developing a methodology and exploring a variety of tools for Linux binary analysis. As you advance, you'll learn how to analyze malicious 32-bit and 64-bit binaries and identify vulnerabilities. You'll even examine obfuscation and anti-analysis techniques, analyze polymorphed malicious binaries, and get a high-level overview of dynamic taint analysis and binary instrumentation concepts. By the end of the book, you'll have gained comprehensive insights into binary analysis concepts and have developed the foundational skills to confidently delve into the realm of binary analysis.

SQL Server 2019 Administrator's Guide. A definitive guide for DBAs to implement, monitor, and maintain enterprise database solutions - Second Edition

Marek Chmel, Vladimir Muzny

SQL Server is one of the most popular relational database management systems developed by Microsoft. This second edition of the SQL Server Administrator's Guide will not only teach you how to administer an enterprise database, but also help you become proficient at managing and keeping the database available, secure, and stable.You’ll start by learning how to set up your SQL Server and configure new and existing environments for optimal use. The book then takes you through designing aspects and delves into performance tuning by showing you how to use indexes effectively. You’ll understand certain choices that need to be made about backups, implement security policy, and discover how to keep your environment healthy. Tools available for monitoring and managing a SQL Server database, including automating health reviews, performance checks, and much more, will also be discussed in detail. As you advance, the book covers essential topics such as migration, upgrading, and consolidation, along with the techniques that will help you when things go wrong. Once you’ve got to grips with integration with Azure and streamlining big data pipelines, you’ll learn best practices from industry experts for maintaining a highly reliable database solution.Whether you are an administrator or are looking to get started with database administration, this SQL Server book will help you develop the skills you need to successfully create, design, and deploy database solutions.

LLM Engineer's Handbook. Master the art of engineering large language models from concept to production

Paul Iusztin, Maxime Labonne, Julien Chaumond, Hamza Tahir, ...

Artificial intelligence has undergone rapid advancements, and Large Language Models (LLMs) are at the forefront of this revolution. This LLM book offers insights into designing, training, and deploying LLMs in real-world scenarios by leveraging MLOps best practices. The guide walks you through building an LLM-powered twin that’s cost-effective, scalable, and modular. It moves beyond isolated Jupyter notebooks, focusing on how to build production-grade end-to-end LLM systems.Throughout this book, you will learn data engineering, supervised fine-tuning, and deployment. The hands-on approach to building the LLM Twin use case will help you implement MLOps components in your own projects. You will also explore cutting-edge advancements in the field, including inference optimization, preference alignment, and real-time data processing, making this a vital resource for those looking to apply LLMs in their projects.By the end of this book, you will be proficient in deploying LLMs that solve practical problems while maintaining low-latency and high-availability inference capabilities. Whether you are new to artificial intelligence or an experienced practitioner, this book delivers guidance and practical techniques that will deepen your understanding of LLMs and sharpen your ability to implement them effectively.

Git for Programmers. Master Git for effective implementation of version control for your programming projects

Jesse Liberty, Jon Galloway

Whether you’re looking for a book to deepen your understanding of Git or a refresher, this book is the ultimate guide to Git. Git for Programmers comprehensively equips you with actionable insights on advanced Git concepts in an engaging and straightforward way. As you progress through the chapters, you’ll gain expertise (and confidence) on Git with lots of practical use cases. After a quick refresher on git history and installation, you’ll dive straight into the creation and cloning of your repository. You’ll explore Git places, branching, and GUIs to get familiar with the fundamentals. Then you’ll learn how to handle merge conflicts, rebase, amend, interactive rebase, and use the log, as well as explore important Git commands for managing your repository.The troubleshooting part of this Git book will include detailed instructions on how to bisect, blame, and several other problem handling techniques that will complete your newly acquired Git arsenal.By the end of this book, you’ll be using Git with confidence. Saving, sharing, managing files as well as undoing mistakes and basically rewriting history will be a breeze.

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.

Programming Puzzles: Python Edition. The Guide to Sharpen Your Coding Skills with Engaging and Challenging Puzzles

Matthew Whiteside

Programming Puzzles is a meticulously crafted collection designed to elevate your coding skills through engaging and challenging exercises. The book begins with a helpful guide on getting started, ensuring that readers are well-prepared to tackle the puzzles ahead. As you delve deeper, you'll encounter a series of challenge puzzles that test your logical thinking and problem-solving abilities, followed by fun puzzles that offer a more relaxed yet equally rewarding experience.Hints are provided for the challenge puzzles to guide you through particularly tough spots, ensuring you stay motivated without giving away the solutions. Once you've worked through the puzzles, comprehensive solutions are provided, allowing you to understand different approaches and learn from your mistakes. Each section of the book is designed to progressively build your skills, from basic logic to advanced problem-solving techniques, making it an invaluable resource for anyone looking to improve their programming abilities.The journey through this book is not just about finding solutions; it's about developing a deeper understanding of how to approach and solve complex problems. By the end of this book, you'll have honed your coding skills, enhanced your logical thinking, and gained a new appreciation for the art of problem-solving in programming.

C++ Game Animation Programming. Learn modern animation techniques from theory to implementation using C++, OpenGL, and Vulkan - Second Edition

Michael Dunsky, Gabor Szauer

If you‘re fascinated by the complexities of animating video game characters and are curious about the transformation of model files into 3D avatars and NPCs that can explore virtual worlds, then this book is for you. In this new edition, you’ll find expanded content on high-performance graphics and modern animation techniques, along with improved workflows and enhanced guidance on using OpenGL and Vulkan. You’ll learn everything you need to know about game animation, from a simple graphical window to a large crowd of smoothly animated characters.First, you’ll learn how to use modern high-performance graphics, dig into the details of how virtual characters are stored, and load the models and animations into a minimalistic game-like application. Then, you’ll get an overview of the components of an animation system, how to play the animations and combine them, and how to blend from one animation into another. You’ll also get an introduction to topics that will make your programming life easier, such as debugging your code or stripping down the graphical output.By the end of this book, you’ll have gained deep insights into all the parts of game animation programming and how they work together, revealing the magic that brings life to the virtual worlds on your screen.

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.

Apache Spark Machine Learning Blueprints. Develop a range of cutting-edge machine learning projects with Apache Spark using this actionable guide

Alex Liu

There's a reason why Apache Spark has become one of the most popular tools in Machine Learning – its ability to handle huge datasets at an impressive speed means you can be much more responsive to the data at your disposal. This book shows you Spark at its very best, demonstrating how to connect it with R and unlock maximum value not only from the tool but also from your data.Packed with a range of project blueprints that demonstrate some of the most interesting challenges that Spark can help you tackle, you'll find out how to use Spark notebooks and access, clean, and join different datasets before putting your knowledge into practice with some real-world projects, in which you will see how Spark Machine Learning can help you with everything from fraud detection to analyzing customer attrition. You'll also find out how to build a recommendation engine using Spark's parallel computing powers.

Architecting Salesforce Success. Quick tips to help you kickstart your career as a Salesforce Architect

Amit Chaudhary

Salesforce stands as a leading cloud-based customer relationship management (CRM) platform with extensive support for businesses in managing their sales, marketing, customer service, and other critical activities. Becoming a Salesforce Architect opens doors to lucrative career opportunities in a thriving industry, given the high demand for skilled professionals.This guide offers expert insights and best practices for developers who want to ascend the Salesforce ladder, technical leads honing their prowess in Salesforce, and enthusiasts exploring the dynamic world of Salesforce architecture. Whether you’re seeking a roadmap to success as a Salesforce Architect or want to enhance your skills, this concise yet insightful report ensures your growth in the vibrant Salesforce community.This guide will help you change your mindset from developer to architect, highlighting key considerations when designing a solution for clients. By the end of this book, you’ll have gained a comprehensive understanding of the role of a Salesforce Architect and the prerequisites and essential soft skills necessary for success within the Salesforce ecosystem.