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AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning

LLM Engineer's Handbook

Master the art of engineering large language models from concept to production

eBook

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LLM Engineer's Handbook

Master the art of engineering large language models from concept to production

Description

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.

Oct 2024 522 pages

AI Assistant

AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning

Authors

Paul Iusztin

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CompTIA Security+ SY0-701 Certification Guide

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CompTIA Security+ SY0-701 Certification Guide

Master cybersecurity fundamentals and pass the SY0-701 exam on your first attempt

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$44.99

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CompTIA Security+ SY0-701 Certification Guide

Master cybersecurity fundamentals and pass the SY0-701 exam on your first attempt

Description

Building on the success of its international bestselling predecessor, this third edition of the CompTIA Security+ SY0-701 Certification Guide serves as your one-stop resource for Security+ exam preparation. Written by cybersecurity expert Ian Neil, this comprehensive guide helps you unlock the intricacies of cybersecurity and understand the technology behind the CompTIA Security+ SY0-701 certification, ensuring you approach the exam with confidence and pass on your first attempt. By exploring security in detail, this book introduces essential principles, controls, and best practices. The chapters are meticulously designed to provide 100% coverage of the CompTIA Security+ SY0-701 exam objectives, ensuring you have the most up-to-date and relevant study material. By mastering cybersecurity fundamentals, you’ll acquire the knowledge and skills to identify and mitigate threats, manage vulnerabilities, and safeguard enterprise infrastructure. Additionally, the book grants lifetime access to web-based exam prep tools, including 3 full-length mock exams, flashcards, acronyms, along with a 12% Security+ exam discount voucher. Whether you aim to excel the CompTIA Security+ SY0-701 exam, advance your career in cybersecurity, or enhance your existing knowledge, this book will transform you into a cybersecurity expert.

Jan 2024 634 pages

Authors

Ian Neil

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Machine Learning with PyTorch and Scikit-Learn

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Machine Learning with PyTorch and Scikit-Learn

Develop machine learning and deep learning models with Python

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eBook $29.99
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Machine Learning with PyTorch and Scikit-Learn

Develop machine learning and deep learning models with Python

Description

Machine Learning with PyTorch and Scikit-Learn is a comprehensive guide to machine learning and deep learning with PyTorch. It acts as both a step-by-step tutorial and a reference you'll keep coming back to as you build your machine learning systems. Packed with clear explanations, visualizations, and examples, the book covers all the essential machine learning techniques in depth. While some books teach you only to follow instructions, with this machine learning book, we teach the principles allowing you to build models and applications for yourself. Why PyTorch? PyTorch is the Pythonic way to learn machine learning, making it easier to learn and simpler to code with. This book explains the essential parts of PyTorch and how to create models using popular libraries, such as PyTorch Lightning and PyTorch Geometric. You will also learn about generative adversarial networks (GANs) for generating new data and training intelligent agents with reinforcement learning. Finally, this new edition is expanded to cover the latest trends in deep learning, including graph neural networks and large-scale transformers used for natural language processing (NLP). This PyTorch book is your companion to machine learning with Python, whether you're a Python developer new to machine learning or want to deepen your knowledge of the latest developments.

Feb 2022

4.9

774 pages

AI Assistant

AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning

Authors

Sebastian Raschka

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AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning

Python for Algorithmic Trading Cookbook

Recipes for designing, building, and deploying algorithmic trading strategies with Python

eBook

eBook $32.99
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Python for Algorithmic Trading Cookbook

Recipes for designing, building, and deploying algorithmic trading strategies with Python

Description

Discover how Python has made algorithmic trading accessible to non-professionals with unparalleled expertise and practical insights from Jason Strimpel, founder of PyQuant News and a seasoned professional with global experience in trading and risk management. This book guides you through from the basics of quantitative finance and data acquisition to advanced stages of backtesting and live trading. Detailed recipes will help you leverage the cutting-edge OpenBB SDK to gather freely available data for stocks, options, and futures, and build your own research environment using lightning-fast storage techniques like SQLite, HDF5, and ArcticDB. This book shows you how to use SciPy and statsmodels to identify alpha factors and hedge risk, and construct momentum and mean-reversion factors. You’ll optimize strategy parameters with walk-forward optimization using VectorBT and construct a production-ready backtest using Zipline Reloaded. Implementing all that you’ve learned, you’ll set up and deploy your algorithmic trading strategies in a live trading environment using the Interactive Brokers API, allowing you to stream tick-level data, submit orders, and retrieve portfolio details. By the end of this algorithmic trading book, you'll not only have grasped the essential concepts but also the practical skills needed to implement and execute sophisticated trading strategies using Python.

Aug 2024 404 pages

AI Assistant

AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning

Authors

Jason Strimpel

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C# 12 and .NET 8 – Modern Cross-Platform Development Fundamentals

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C# 12 and .NET 8 – Modern Cross-Platform Development Fundamentals

Start building websites and services with ASP.NET Core 8, Blazor, and EF Core 8

eBook

eBook $32.99
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C# 12 and .NET 8 – Modern Cross-Platform Development Fundamentals

Start building websites and services with ASP.NET Core 8, Blazor, and EF Core 8

Description

This latest edition of the bestselling Packt series will give you a solid foundation to start building projects using modern C# and .NET with confidence. You'll learn about object-oriented programming; writing, testing, and debugging functions; and implementing interfaces. You'll take on .NET APIs for managing and querying data, working with the fi lesystem, and serialization. As you progress, you'll explore examples of cross-platform projects you can build and deploy, such as websites and services using ASP.NET Core. This latest edition integrates .NET 8 enhancements into its examples: type aliasing and primary constructors for concise and expressive code. You'll handle errors robustly through the new built-in guard clauses and explore a simplified implementation of caching in ASP.NET Core 8. If that's not enough, you'll also see how native ahead-of-time (AOT) compiler publish lets web services reduce memory use and run faster. You'll work with the seamless new HTTP editor in Visual Studio 2022 to enhance the testing and debugging process. You'll even get introduced to Blazor Full Stack with its new unified hosting model for unparalleled web development flexibility.

Nov 2023

4.5

828 pages

AI Assistant

AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning

Authors

Mark J. Price

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Mastering Microsoft Power BI – Second Edition

AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning

Mastering Microsoft Power BI – Second Edition

Expert techniques to create interactive insights for effective data analytics and business intelligence

eBook

eBook $27.98
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Mastering Microsoft Power BI – Second Edition

Expert techniques to create interactive insights for effective data analytics and business intelligence

Description

Mastering Microsoft Power BI, Second Edition, provides an advanced understanding of Power BI to get the most out of your data and maximize business intelligence. This updated edition walks through each essential phase and component of Power BI, and explores the latest, most impactful Power BI features. Using best practices and working code examples, you will connect to data sources, shape and enhance source data, and develop analytical data models. You will also learn how to apply custom visuals, implement new DAX commands and paginated SSRS-style reports, manage application workspaces and metadata, and understand how content can be staged and securely distributed via Power BI apps. Furthermore, you will explore top report and interactive dashboard design practices using features such as bookmarks and the Power KPI visual, alongside the latest capabilities of Power BI mobile applications and self-service BI techniques. Additionally, important management and administration topics are covered, including application lifecycle management via Power BI pipelines, the on-premises data gateway, and Power BI Premium capacity. By the end of this Power BI book, you will be confident in creating sustainable and impactful charts, tables, reports, and dashboards with any kind of data using Microsoft Power BI.

Jun 2022

712 pages

AI Assistant

AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning

Authors

Greg Deckler

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AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning

Solutions Architect's Handbook

Kick-start your career with architecture design principles, strategies, and generative AI techniques

eBook

eBook $32.99
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Solutions Architect's Handbook

Kick-start your career with architecture design principles, strategies, and generative AI techniques

Description

Master the art of solution architecture and excel as a Solutions Architect with the Solutions Architect's Handbook. Authored by seasoned AWS technology leaders Saurabh Shrivastav and Neelanjali Srivastav, this book goes beyond traditional certification guides, offering in-depth insights and advanced techniques to meet the specific needs and challenges of solutions architects today. This edition introduces exciting new features that keep you at the forefront of this evolving field. Large language models, generative AI, and innovations in deep learning are cutting-edge advancements shaping the future of technology. Topics such as cloud-native architecture, data engineering architecture, cloud optimization, mainframe modernization, and building cost-efficient and secure architectures remain important in today's landscape. This book provides coverage of these emerging and key technologies and walks you through solution architecture design from key principles, providing you with the knowledge you need to succeed as a Solutions Architect. It will also level up your soft skills, providing career-accelerating techniques to help you get ahead. Unlock the potential of cutting-edge technologies, gain practical insights from real-world scenarios, and enhance your solution architecture skills with the Solutions Architect's Handbook.

Mar 2024

4.7

578 pages

AI Assistant

AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning

Authors

Saurabh Shrivastava

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Microsoft 365 and SharePoint Online Cookbook

AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning

Microsoft 365 and SharePoint Online Cookbook

A complete guide to Microsoft Office 365 apps including SharePoint, Power Platform, Copilot and more

eBook

eBook $21.99
Paperback $39.99

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Microsoft 365 and SharePoint Online Cookbook

A complete guide to Microsoft Office 365 apps including SharePoint, Power Platform, Copilot and more

Description

Microsoft 365 offers tools for content management, communication, process automation, and report creation. Microsoft 365 and SharePoint Online Cookbook maximizes workplace collaboration and productivity using SharePoint Online, Teams, OneDrive, Delve, M365 Search, Copilot, Power Platform, Viva, Planner, and Microsoft Forms. You will find thoroughly updated recipes for SharePoint Online, covering sites, lists, libraries, pages, web parts, and learn SharePoint Framework (SPFx) basics for building solutions. You will explore many Microsoft Teams recipes to prepare it to be your organization’s central collaboration hub. You will be able to unlock Power Platform potential with recipes for Power Apps to enable low-code/no-code app development and learn to automate tasks with Power Automate and Power Automate Desktop. The book teaches you data visualization with Power BI, and chatbot creation with Power Virtual Agents (Copilot Studio). Finally, you will also learn about the cutting-edge Copilot and Gen AI functionality in Microsoft 365 and Power Platform. By the end, you will be equipped with skills to effectively use Microsoft 365, SharePoint Online, and the Power Platform. Whether it's enhancing career prospects or improving business operations, this book is a perfect companion on your journey through the Microsoft Office 365 suite.

Feb 2024 640 pages

AI Assistant

AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning

Authors

Mahajan

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JavaScript from Beginner to Professional

AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning

JavaScript from Beginner to Professional

Learn JavaScript quickly by building fun, interactive, and dynamic web apps, games, and pages

eBook

eBook $21.99
Paperback $39.99

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$39.99

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JavaScript from Beginner to Professional

Learn JavaScript quickly by building fun, interactive, and dynamic web apps, games, and pages

Description

This book demonstrates the capabilities of JavaScript for web application development by combining theoretical learning with code exercises and fun projects that you can challenge yourself with. The guiding principle of the book is to show how straightforward JavaScript techniques can be used to make web apps ranging from dynamic websites to simple browser-based games. JavaScript from Beginner to Professional focuses on key programming concepts and Document Object Model manipulations that are used to solve common problems in professional web applications. These include data validation, manipulating the appearance of web pages, working with asynchronous and concurrent code. The book uses project-based learning to provide context for the theoretical components in a series of code examples that can be used as modules of an application, such as input validators, games, and simple animations. This will be supplemented with a brief crash course on HTML and CSS to illustrate how JavaScript components fit into a complete web application. As you learn the concepts, you can try them in your own editor or browser console to get a solid understanding of how they work and what they do. By the end of this JavaScript book, you will feel confident writing core JavaScript code and be equipped to progress to more advanced libraries, frameworks, and environments such as React, Angular, and Node.js.

Dec 2021

546 pages

AI Assistant

AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning

Authors

Percival

Laurence Svekis

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Machine Learning for Algorithmic Trading

AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning

Machine Learning for Algorithmic Trading

Predictive models to extract signals from market and alternative data for systematic trading strategies with Python

eBook

eBook $31.99
Paperback $57.99

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Machine Learning for Algorithmic Trading

Predictive models to extract signals from market and alternative data for systematic trading strategies with Python

Description

The explosive growth of digital data has boosted the demand for expertise in trading strategies that use machine learning (ML). This revised and expanded second edition enables you to build and evaluate sophisticated supervised, unsupervised, and reinforcement learning models. This book introduces end-to-end machine learning for the trading workflow, from the idea and feature engineering to model optimization, strategy design, and backtesting. It illustrates this by using examples ranging from linear models and tree-based ensembles to deep-learning techniques from cutting edge research. This edition shows how to work with market, fundamental, and alternative data, such as tick data, minute and daily bars, SEC filings, earnings call transcripts, financial news, or satellite images to generate tradeable signals. It illustrates how to engineer financial features or alpha factors that enable an ML model to predict returns from price data for US and international stocks and ETFs. It also shows how to assess the signal content of new features using Alphalens and SHAP values and includes a new appendix with over one hundred alpha factor examples. By the end, you will be proficient in translating ML model predictions into a trading strategy that operates at daily or intraday horizons, and in evaluating its performance.

Jul 2020 820 pages

AI Assistant

AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning

Authors

Stefan Jansen

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Beginning C++ Game Programming

Learn C++ from scratch by building fun games

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eBook $27.98
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Beginning C++ Game Programming

Learn C++ from scratch by building fun games

Description

Always dreamed of creating your own games? With the third edition of Beginning C++ Game Programming, you can turn that dream into reality! This beginner-friendly guide is updated and improved to include the latest features of VS 2022, SFML, and modern C++20 programming techniques. You'll get a fun introduction to game programming by building four fully playable games of increasing complexity. You'll build clones of popular games such as Timberman, Pong, a Zombie survival shooter, and an endless runner. The book starts by covering the basics of programming. You'll study key C++ topics, such as object-oriented programming (OOP) and C++ pointers and get acquainted with the Standard Template Library (STL). The book helps you learn about collision detection techniques and game physics by building a Pong game. As you build games, you'll also learn exciting game programming concepts such as vertex arrays, directional sound (spatialization), OpenGL programmable shaders, spawning objects, and much more. You’ll dive deep into game mechanics and implement input handling, levelling up a character, and simple enemy AI. Finally, you'll explore game design patterns to enhance your C++ game programming skills. By the end of the book, you'll have gained the knowledge you need to build your own games with exciting features from scratch.

May 2024 648 pages

AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning

Authors

John Horton

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AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning

The Ultimate Kali Linux Book

Harness Nmap, Metasploit, Aircrack-ng, and Empire for cutting-edge pentesting

eBook

eBook $29.99
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The Ultimate Kali Linux Book

Harness Nmap, Metasploit, Aircrack-ng, and Empire for cutting-edge pentesting

Description

Embark on an exciting journey into the world of Kali Linux – the central hub for advanced penetration testing. Honing your pentesting skills and exploiting vulnerabilities or conducting advanced penetration tests on wired and wireless enterprise networks, Kali Linux empowers cybersecurity professionals. In its latest third edition, this book goes further to guide you on how to setup your labs and explains breaches using enterprise networks. This book is designed for newcomers and those curious about penetration testing, this guide is your fast track to learning pentesting with Kali Linux 2024.x. Think of this book as your stepping stone into real-world situations that guides you through lab setups and core penetration testing concepts. As you progress in the book you’ll explore the toolkit of vulnerability assessment tools in Kali Linux, where gathering information takes the spotlight. You'll learn how to find target systems, uncover device security issues, exploit network weaknesses, control operations, and even test web applications. The journey ends with understanding complex web application testing techniques, along with industry best practices. As you finish this captivating exploration of the Kali Linux book, you'll be ready to tackle advanced enterprise network testing – with newfound skills and confidence.

Apr 2024 828 pages

AI Assistant

AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning

Authors

Glen D. Singh

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AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning

The Definitive Guide to Power Query (M)

Mastering complex data transformation with Power Query

eBook

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The Definitive Guide to Power Query (M)

Mastering complex data transformation with Power Query

Description

Data transformation is a critical step in building data models and business intelligence reports. Power Query is an invaluable tool for anyone who wants to master data transformation, and this book will equip you with the knowledge and skills to make the most of it. The Definitive Guide to Power Query (M) will help you build a solid foundation in the Power Query M language. As you progress through the chapters, you'll learn how to use that knowledge to implement advanced concepts and data transformations. This will set the stage for an uncompromisingly thorough exploration of the Power Query M Language. You'll also get to grips with optimizing performance, handling errors, and implementing efficient data processing techniques. As this is a hands-on guide, the practical examples in the chapters will help you gain the skills to apply Power Query to real-world problems and improve your data analysis capabilities. By the end of this book, you will be able to leverage all of Power Query's remarkable capabilities for data transformation.

Mar 2024

758 pages

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