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[booksz]

Mastering AI Projects: From Concept to Deployment with Precision and Scale: AI with Python made simple by Hayden Van Der Post, Reactive Publishing, Johann Strauss
English | January 30, 2025 | ISBN: N/A | ASIN: B0DVN4C4WB | 522 pages | EPUB | 1.41 Mb
Reactive Publishing

Discover the full potential of artificial intelligence with Mastering AI Projects with Python, your comprehensive guide to building, optimizing, and deploying real-world AI solutions. Whether you're an aspiring AI engineer, data scientist, or experienced developer, this book provides practical, hands-on techniques to take AI projects from idea to implementation-with scalable, production-ready code.What You'll Learn:
Core AI Project Lifecycle - Master AI development workflows from research to production
Advanced Python Techniques - Leverage Python's powerful AI/ML libraries for efficiency
Data Engineering & Model Optimization - Clean, process, and optimize data for high-performance AI models
Real-World AI Applications - Implement AI across industries like finance, healthcare, and automation
Scalable Deployment Strategies - Deploy AI models using cloud platforms, APIs, and edge computing
Designed for professionals and enthusiasts alike, this book ensures you don't just learn AI-you master it.
Get your copy today and start building the AI-driven future!

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Mastering C Programming: From Basics to Advanced Concepts
English | 2025 | ASIN : B0DXFM97MN | 197 Pages | EPUB | 1.3 MB
Unlock the power of C programming and take your coding skills to the next level with this comprehensive, step-by-step guide. Whether you're a beginner starting from scratch or an experienced programmer looking to refine your knowledge, this book provides the essential foundation and advanced techniques needed to write efficient, high-performance C code.

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Mastering ChatGPT: The Ultimate Guide to AI-Powered Success
English | 2025 | ASIN : B0DXSXKTFF | 53 Pages | EPUB | 0.2 MB
Artificial Intelligence is transforming the world-and ChatGPT is at the forefront of this revolution. Whether you're an entrepreneur, writer, content creator, or simply someone eager to stay ahead in an AI-driven world, this book is your ultimate guide to mastering ChatGPT.

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Mastering Clojure: An Essential Guide to Functional Programming Basics
English | 2024 | ASIN : B0DFMMNB14 | 290 Pages | EPUB | 4 MB
Unlock the power of functional programming with "Mastering Clojure: An Essential Guide to Functional Programming Basics," your definitive resource for conquering the Clojure language. Whether you're a newcomer to programming or a seasoned developer eager to expand your expertise, this book provides an in-depth exploration of Clojure's foundational concepts and vibrant ecosystem.

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Mastering Communication and Social Skills:
Step-By-Step Strategies to Boost Confidence, Build Relationships, and Excel in Any Social Situation-Even if You're Shy
English | 2025 | ASIN : B0DSCNDHQB | 126 Pages | EPUB | 0.8 MB

Do you avoid social gatherings or feel anxious about starting and maintaining conversations? Are your attempts to build relationships often met with confusion or discomfort? Have you wished for a way to make every social interaction smoother, more genuine, and less stressful?

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Mastering Computer Vision with PyTorch 2.0
by M. Arshad Siddiqui
English | January 17, 2025 | ISBN: 9348107488 | 255 Pages | True epub | 22,67 MB

Unleashing the Power of Computer Vision with PyTorch 2.0.
Key Features
● Covers core to advanced Computer Vision topics with PyTorch 2.0's latest features and best practices.
● Progressive learning path to ensure suitability for beginners and experts alike.
● Tackles practical tasks like optimization, transfer learning, and edge deployment.
Book Description
In an era where Computer Vision has rapidly transformed industries like healthcare and autonomous systems, PyTorch 2.0 has become the leading framework for high-performance AI solutions. [Mastering Computer Vision with PyTorch 2.0] bridges the gap between theory and application, guiding readers through PyTorch essentials while equipping them to solve real-world challenges.
Starting with PyTorch's evolution and unique features, the book introduces foundational concepts like tensors, computational graphs, and neural networks. It progresses to advanced topics such as Convolutional Neural Networks (CNNs), transfer learning, and data augmentation. Hands-on chapters focus on building models, optimizing performance, and visualizing architectures. Specialized areas include efficient training with PyTorch Lightning, deploying models on edge devices, and making models production-ready.
Explore cutting-edge applications, from object detection models like YOLO and Faster R-CNN to image classification architectures like ResNet and Inception. By the end, readers will be confident in implementing scalable AI solutions, staying ahead in this rapidly evolving field. Whether you're a student, AI enthusiast, or professional, this book empowers you to harness the power of PyTorch 2.0 for Computer Vision.
What you will learn
● Build and train neural networks using PyTorch 2.0.
● Implement advanced image classification and object detection models.
● Optimize models through augmentation, transfer learning, and fine-tuning.
● Deploy scalable AI solutions in production and on edge devices.
● Master PyTorch Lightning for efficient training workflows.
● Apply real-world techniques for preprocessing, quantization, and deployment.
Table of Contents
Diving into PyTorch 2.0
PyTorch Basics
Transitioning from PyTorch 1.x to PyTorch 2.0
Venturing into Artificial Neural Networks
Diving Deep into Convolutional Neural Networks (CNNs)
Data Augmentation and Preprocessing for Vision Tasks
Exploring Transfer Learning with PyTorch
Advanced Image Classification Models
Object Detection Models
Tips and Tricks to Improve Model Performance
Efficient Training with PyTorch Lightning
Model Deployment and Production-Ready Considerations
Index
eBook Details:
M. Arshad Siddiqui
255 Pages
6 - 7 Hours to read
79k Total words
Release Date: January 17, 2025
ISBN-13: 9789348107480
ISBN-10: 9348107488
Language: English
Format: epub
File Size: 22,67 MB

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Mastering Computer Vision with PyTorch 2.0:
Discover, Design, and Build Cutting-Edge High Performance Computer Vision Solutions with PyTorch 2.0 and Deep Learning Techniques
English | 2025 | ISBN: 9348107089 | 309 Pages | EPUB (True) | 32 MB

In an era where Computer Vision has rapidly transformed industries like healthcare and autonomous systems, PyTorch 2.0 has become the leading framework for high-performance AI solutions. [Mastering Computer Vision with PyTorch 2.0] bridges the gap between theory and application, guiding readers through PyTorch essentials while equipping them to solve real-world challenges.

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Mastering Consensus: A Leader's Guide to Real Dialogues and Finding Common Ground in Five Steps
English | 2025 | ISBN: 3658467789 | 108 Pages | PDF EPUB (True) | 2 MB
Achieving a common purpose begins with diverse ideas and opinions. This book guides managers through a five-step process to transform productive controversy into unified action. Mastering these steps helps managers stay grounded and effective, even in turbulent times. Learn to handle difficult candidates, manage rivalry and hierarchy, and navigate chaotic discussions. The author introduces innovative concepts on hierarchy, authority, and leadership styles. The message of the book emphasizes recognizing and using "magic moments" in discussions and promoting good will without imposing values. The steps provided in the book help unlock the secrets to effective consensus-building and leadership with practical strategies and insights. This book is essential for managers seeking to foster collaboration and drive successful outcomes.

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Mastering Decision-Making in Business and Personal Life:
An Interdisciplinary Perspective on Making Better Choices
English | 2025 | ISBN: 3031810678 | 559 Pages | PDF EPUB (True) | 3 MB

This book offers a comprehensive and interdisciplinary approach to decision-making, synthesizing perspectives from psychology, business strategy, and system dynamics. Integrating real-world examples with structured decision-making frameworks, it makes complex concepts accessible and practical. The text uniquely bridges personal and professional decision-making, demonstrating their interconnectedness and the universal applicability of sound decision-making principles. Positioned within the literature on cognitive psychology, behavioral economics, and business management, it engages with ongoing debates on the role of cognitive biases, emotional influences, and the importance of structured decision-making processes in achieving sustainable outcomes.

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Mastering Drone Technology with AI: A comprehensive guide to drone operations and techniques (English Edition) by Dr. Subhash K. Shinde, Dr. Jyoti Sunil More, Dr. Chaitrali Prasanna Chaudhari
English | September 30, 2024 | ISBN: 9365894956 | 426 pages | PDF | 9.09 Mb
Description

"Mastering Drone Technology with AI" is a detailed guide to the transformational power of AI in drone technology. It investigates how AI is transforming numerous elements of drone operations, from navigation and flight automation to data analysis and decision-making processes. The book gives readers a thorough knowledge of cutting-edge advancements including Machine Learning, computer vision, and autonomous flight systems, making it an indispensable resource for anybody interested in the convergence of AI and unmanned aerial vehicles (UAVs).
This book is a valuable resource for professionals in agriculture, logistics, surveillance, and environmental monitoring looking to integrate AI-powered drones into their work. It offers step-by-step guides and practical projects to help readers gain the skills needed to excel. By exploring the latest advancements and strategies, professionals can stay competitive in this rapidly evolving field. The book also covers safety and regulatory issues, ensuring that AI-equipped drones are used ethically and legally.
By promoting a thorough awareness of both the theoretical and practical elements of AI in drone technology, the book enables professionals to innovate and lead in their respective sectors.
Key Features
● Examine how AI transforms drones through advanced algorithms for navigation, automation, and data analysis.
● The book provides real-world examples of AI-enhanced drones in agriculture, logistics, and surveillance, along with insights into safety standards and regulations.
● It offers interactive learning through quizzes, case studies, and projects, plus resources for developers to create AI-powered drone solutions.
What you will learn
● Understand the basic components, types, and flying mechanisms of drones.
● Learn how AI enhances drone capabilities like object detection, navigation, and decision-making.
● Explore real-world uses of AI in drones for agriculture, surveillance, delivery, and environmental monitoring.
● Gain awareness of legal and ethical issues, including airspace regulations and privacy concerns.
● Get insights into future trends in drone technology and AI to stay ahead in this fast-growing industry.
Who this book is for
The target audience for this book includes undergraduate students from diverse academic backgrounds, including engineering, life sciences, mathematics, and technology. Additionally, it is beneficial for drone enthusiasts, tech experts, students, educators, industry professionals, academics, entrepreneurs, and policymakers interested in integrating AI with drones for a variety of applications.
Table of Contents
1. Introduction to Drones
2. Drone/UAV Design and Development
3. Quadrotors and Drone Programming
4. Drone Operations Optimizations
5. AI Integration in Drone Technology
6. Drone Security
7. Drones for Environmental Science
8. Drones for Smart Cities
9. Case Studies of Drone Applications
10. Future Trends in Drone Technology

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Mastering FastAPI: Building Modern, High-Performance APIs with Python
English | 2024 | ASIN : B0DM6MDLRV | 541 Pages | EPUB | 0.8 MB
"Mastering FastAPI: Build High-Performance APIs with Python" is the ultimate guide for developers looking to harness the power of FastAPI, one of the fastest-growing web frameworks in the Python ecosystem. This comprehensive book takes you on a journey from the basics to advanced concepts, empowering you to create robust, scalable, and high-performance APIs with ease.

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Mastering Go: Leverage Go's expertise for advanced utilities, empowering you to develop professional software by Mihalis Tsoukalos
English | March 29, 2024 | ISBN: 1805127144 | 736 pages | PDF | 12 Mb
Dive into the core of Go programming and cover advanced topics like generics, concurrency, web services, and cutting-edge testing techniques in this comprehensive fourth edition.

Key FeaturesFully updated with coverage of web services, TCP/IP, REST APIs, Go Generics, and Fuzzy TestingApply your new knowledge to real-world exercises, building high-performance servers and robust command-line utilities, to deepen your learningGain clarity on what makes Go different, understand its nuances and features for smoother Go developmentBook Description
Mastering Go, now in its fourth edition, remains the go-to resource for real-world Go development. This comprehensive guide delves into advanced Go concepts, including RESTful servers, and Go memory management. This edition brings new chapters on Go Generics and fuzzy Testing, and an enriched exploration of efficiency and performance. As you work your way through the chapters, you will gain confidence and a deep understanding of advanced Go topics, including concurrency and the operation of the Garbage Collector, using Go with Docker, writing powerful command-line utilities, working with JavaScript Object Notation (JSON) data, and interacting with databases.
You will be engaged in real-world exercises, build network servers, and develop robust command-line utilities. With in-depth chapters on RESTful services, the WebSocket protocol, and Go internals, you are going to master Go's nuances, optimization, and observability. You will also elevate your skills in efficiency, performance, and advanced testing.
With the help of Mastering Go, you will become an expert Go programmer by building Go systems and implementing advanced Go techniques in your projects.
What you will learnLearn Go data types, error handling, constants, pointers, and array and slice manipulations through practical exercisesCreate generic functions, define data types, explore constraints, and grasp interfaces and reflectionsGrasp advanced concepts like packages, modules, functions, and database interactionCreate concurrent RESTful servers, and build TCP/IP clients and serversLearn testing, profiling, and efficient coding for high-performance applicationsDevelop an SQLite package, explore Docker integration, and embrace workspacesWho this book is for
Mastering Go is written primarily for Go programmers who have some experience with the language and want to become expert practitioners. You will need to know the basics of computer programming before you get started with this book, but beyond that, anyone can sink their teeth into it.
Table of ContentsA Quick Introduction to GoBasic Go Data TypesComposite Data TypesGo GenericsReflection and InterfacesGo Packages and FunctionsTelling a UNIX System What to DoGo ConcurrencyBuilding Web ServicesWorking with TCP/IP and WebSocketWorking with REST APIsCode Testing and ProfilingFuzz Testing and ObservabilityEfficiency and PerformanceChanges in Recent Go VersionsAppendix

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[booksz]

Mastering Grid Computing: Scheduling and Resource Management
English | 2025 | ISBN: 1774918757 | 206 Pages | PDF EPUB (True) | 40 MB
Grid computing, a computing infrastructure that combines computer resources spread over different geographical locations to achieve a common goal, is seen as an efficient solution to solve complex real-world computer problems in a shorter time. Grid computing makes it easier to collaborate with other organizations, makes better use of existing hardware, and reduces transmission congestion, leading to more efficient electricity markets, improved power quality, and a reduced environmental impact.

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Mastering IBM CMOD for RedHat Linux and Windows 11 Servers: Effortlessly Streamline Your Content Management by Deploying IBM CMOD with IBM Content ... Linux and Windows Platforms (English Edition) by Alan S. Bluck
English | October 9, 2024 | ISBN: 8197953449 | 559 pages | EPUB | 310 Mb
Instructions for downloading, installing, and upgrading IBM CMOD

Book Description
Research shows that organizations using robust content management systems can reduce operational costs by up to 30% and improve data retrieval times by over 50%. IBM CMOD, utilized by thousands globally, connects millions of users daily, empowering them to create tailored solutions through customizable parameters.
Mastering IBM CMOD for RedHat Linux and Windows 11 Servers goes beyond basic instruction, offering a hands-on, practical approach for professionals eager to excel in data management. This book combines foundational knowledge with advanced applications, equipping readers to seamlessly download, install, configure, and integrate CMOD across both operating systems. Explore unique industry applications with detailed integration steps for IBM Content Navigator and IBM FileNet, ensuring you meet real-world business needs effectively.
With crystal-clear instructions and illustrative , the learning process is streamlined. Additionally, gain expert guidance on configuring CMOD Java API examples within a Linux Eclipse Java IDE environment, equipping you with essential skills to build and integrate custom solutions confidently. Get started with this IBM CMOD book to transform your content management capabilities and say goodbye to struggles with IBM CMOD installation and configuration.
Table of Contents
1. Introduction to IBM Content Manager OnDemand
2. Installing CMOD on Linux Systems
3. Installing Optional CMOD Software on Linux
4. Installing the Upgraded Linux GSKit and Libraries
5. Installing CMOD on Windows Systems
6. Restarting the CMOD System on Linux
7. CMOD Administration on Windows
8. CMOD System User Administration on Linux
9. CMOD Java API Examples
10. Connecting CMOD to IBM Content Navigator
11. Starting arssockd on the Linux Server
12. Configuring the arsload Program
13. Running ARSLOAD
14. Running the ARSXAFP Program on Windows and Linux
APPENDIX A: IBM Content Manager OnDemand Fix Pack Installation
APPENDIX B: Recreating an Application Group
APPENDIX C: List of Configuration Files and Settings
APPENDIX D: ASB Software Development Limited Publications
Index

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Mastering Java: A Comprehensive Guide to Development Tools and Techniques by Lena Neill
English | February 23, 2024 | ISBN: N/A | ASIN: B0CWDNSSVY | 122 pages | MOBI | 1.84 Mb
This book explores the vast development tools and versatility of Java in 2024. As a widely-used programming language in web and computing applications, Java offers a free download solution for accessing the latest versions and implementing updates. Found in numerous web applications and computing technologies, Java's scalability makes it suitable for a wide range of applications, from small electronic devices to large-scale operations like data centers. The book delves into Java's modernized programming language and platform features, emphasizing its robust functionality and strong security credentials.

The book covers key topics such as:The importance of Java in 2024An exploration of the richest Application Programming InterfaceVarious open-source librariesThe top 7 development tools of JavaAccess to extraordinary documentation supportFundamental concepts such as keywords, identifiers, variables, Java Runtime Environment, and creating objectsJava, a widely-used programming language in web and computing applications, offers a free download solution for accessing the latest versions and implementing updates. Its scalability makes it suitable for a wide range of applications, from small electronic devices to large-scale operations like data centers.
The guide aims to provide a comprehensive understanding of Java, offering relevant examples, exercises, and practical insights for both beginners and those looking to deploy Java tools in development environments. This book is a must-have for anyone looking to stay up-to-date with the latest in Java development.

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Mastering Java Concurrency: Threads, Synchronization, and Parallel Processing
English | 2024 | ASIN : B0DHTKSQJQ | 394 Pages | EPUB | 6 MB
Unlock the full potential of Java Concurrency with "Mastering Java Concurrency: Threads, Synchronization, and Parallel Processing." This essential guide delves deep into the complexities of multithreaded programming in Java, empowering you to master strategies for optimizing performance and ensuring robustness in your applications. Discover how to effectively implement threads, synchronize tasks, manage memory, and harness parallel processing techniques with advanced locking mechanisms. Explore cutting-edge frameworks like the Executor Framework and Fork/Join Framework, while conquering the challenges of testing and debugging in a multithreaded environment.

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Mastering Kali Linux: Practical Security and Penetration Testing Techniques by Robert Johnson
English | October 28, 2024 | ISBN: N/A | ASIN: B0DL7M94G5 | 390 pages | PDF | 1.39 Mb
"Mastering Kali Linux: Practical Security and Penetration Testing Techniques" is a comprehensive guide designed to equip readers with the essential knowledge and skills needed to navigate the dynamic field of cybersecurity using Kali Linux. This book delves deeply into the fundamental and advanced methodologies of penetration testing, offering step-by-step guidance on setting up a Kali environment, mastering basic Linux commands, and employing powerful exploitation tools. With a focus on real-world applications, it serves as both an educational resource for newcomers and a practical reference for seasoned professionals seeking to sharpen their technical capabilities.

The text is structured to build the reader's expertise progressively, covering crucial topics such as network penetration testing, web application security, password cracking, wireless network security, and social engineering. Each chapter is crafted to enhance understanding through detailed explanations of core concepts, supported by hands-on examples that demonstrate the practical implementation of techniques. The book further emphasizes the crucial importance of responsible testing, advocating for ethical practices and comprehensive documentation and reporting to communicate effectively with stakeholders. Through "Mastering Kali Linux," readers will gain the confidence and expertise required to fortify information systems and safeguard digital assets in an ever-evolving cybersecurity landscape.

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Mastering Kotlin for Android 14: Build powerful Android apps from scratch using Jetpack libraries and Jetpack Compose by Harun Wangereka
English | April 5, 2024 | ISBN: 1837631719 | 370 pages | EPUB | 19 Mb
Accelerate your Android development journey by mastering the latest Kotlin techniques and libraries to build robust apps with the help of this part-color guide

Key FeaturesApply best practices and industry-essential skills used by Google Developer ExpertsFind out how to publish, monitor, and improve your app metrics on the Google Play StoreLearn how to debug issues, detect leaks, inspect network calls, and inspect your app's local databasePurchase of the print or Kindle book includes a free PDF eBookBook Description
Written with the best practices, this book will help you master Kotlin and use its powerful language features, libraries, tools, and APIs to elevate your Android apps.
As you progress, you'll use Jetpack Compose and Material Design 3 to build UIs for your app, explore how to architect and improve your app architecture, and use Jetpack Libraries like Room and DataStore to persist your data locally. Using a step-by-step approach, this book will teach you how to debug issues in your app, detect leaks, inspect network calls fired by your app, and inspect your Room database. You'll also add tests to your apps to detect and address code smells.
Toward the end, you'll learn how to publish apps to the Google Play Store and see how to automate the process of deploying consecutive releases using GitHub actions, as well as learn how to distribute test builds to Firebase App Distribution. Additionally, the book covers tips on how to increase user engagement.
By the end of this Kotlin book, you'll be able to develop market-ready apps, add tests to their codebase, address issues, and get them in front of the right audience.
What you will learnBuild beautiful, responsive, and accessible UIs with Jetpack ComposeExplore various app architectures and find out how you can improve themPerform code analysis and add unit and instrumentation tests to your appsPublish, monitor, and improve your apps in the Google Play StorePerform long-running operations with WorkManager and persist data in your appUse CI/CD with GitHub Actions and distribute test builds with Firebase App DistributionFind out how to add linting and static checks on CI/CD pipelinesWho this book is for
If you're an aspiring Android developer or an Android developer working with Java, then this book is for you. Basic Java programming skills are a must if you want to fully utilize the techniques and best practices showcased in this book.
Table of ContentsGet Started with Kotlin Android DevelopmentCreating Your First Android AppJetpack Compose Layout BasicsDesign with Material Design 3Architect Your appNetwork Calls with Kotlin CoroutinesNavigating within Your AppPersisting Data Locally and Doing Background WorkRuntime PermissionsDebugging Your AppEnhancing Code QualityTesting Your AppPublishing Your AppContinuous Integration and Continuous DeploymentImproving Your App

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[booksz]

Mastering Linux Administration: Take your sysadmin skills to the next level by configuring and maintaining Linux systems by Alexandru Calcatinge, Julian Balog
English | March 22, 2024 | ISBN: 1837630690 | 764 pages | EPUB | 30 Mb
A one-stop Linux administration guide to developing advanced strategies for managing both on-premises and cloud environments while implementing the latest Linux updates in your data center

Key FeaturesLearn how to deploy Linux to the cloud with AWS and AzureFamiliarize yourself with Docker and Ansible for automation and Kubernetes for container managementBecome proficient in everyday Linux administration tasks by mastering the Linux command line and automation techniquesPurchase of the print or Kindle book includes a free PDF eBookBook Description
Harness the power of Linux in modern data center management, leveraging its unparalleled versatility for efficiently managing your workloads in on-premises and cloud environments. In this second edition, you'll find updates on the latest advancements in Linux administration including containerization, shell scripting, and hypervisors.
Written by an experienced Linux trainer, this book will start you off with Linux installation on on-premises systems. As you progress, you'll master the Linux command line, files, packages, and filesystems. You'll explore essential Linux commands and techniques to secure your Linux environment. New to this edition is a chapter on shell scripting, providing structured guidance on using shell programming for basic Linux automation. This book also delves into the world of containers, with two new chapters dedicated to Docker containers and hypervisors, including KVM virtual machines. Once adept with Linux containers, you'll learn about modern cloud technologies, managing and provisioning container workloads using Kubernetes, and automating system tasks using Ansible. Finally, you'll get to grips with deploying Linux to the cloud using AWS and Azure-specific tools.
By the end of this Linux book, you'll have mastered everyday administrative tasks, seamlessly navigating workflows spanning from on-premises to the cloud.
What you will learnDiscover how to create and use bash scripts to automate tasksNavigate containerized workflows efficiently using Docker and KubernetesDeploy Linux to the cloud using AWS and AzureAutomate your configuration management workloads with AnsibleFind out how Linux security works and how to configure SELinux, AppArmor, and Linux iptablesWork with virtual machines and containers and understand container orchestration with KubernetesExplore the most widely used commands for managing the Linux filesystem, network, security, and moreWho this book is for
Whether you're a new or seasoned Linux administrator seeking to understand modern concepts of Linux system administration, this book is a valuable resource packed with new and updated Linux insights. Windows System Administrators looking to extend their knowledge to the Linux OS will also benefit from this book's latest edition. No prior knowledge is needed, all you need is a willingness to learn.
Table of ContentsInstalling LinuxThe Linux Shell and FilesystemLinux Software ManagementManaging Users and GroupsWorking with Processes, Daemons, and SignalsWorking with Disks and FilesystemsNetworking with LinuxLinux Shell ScriptingSecuring LinuxDisaster Recovery, Diagnostics, and TroubleshootingWorking with Virtual MachinesManaging Containers with DockerConfiguring Linux ServersShort Introduction to Cloud ComputingDeploying to the Cloud with AWS and AzureDeploying Applications with KubernetesInfrastructure and Automation with Ansible

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[booksz]

Mastering LLM Applications with LangChain and Hugging Face: Practical insights into LLM deployment and use cases (English Edition) by Hunaidkhan Pathan, Nayankumar Gajjar
English | September 21, 2024 | ISBN: 9365891043 | 374 pages | PDF | 10 Mb
Description

The book is all about the basics of NLP, generative AI, and their specific component LLM. In this book, we have provided conceptual knowledge about different terminologies and concepts of NLP and NLG with practical hands-on.
This comprehensive book offers a deep dive into the world of NLP and LLMs. Starting with the fundamentals of Python programming and code editors, the book gradually introduces NLP concepts, including text preprocessing, word embeddings, and transformer architectures. You will explore the architecture and capabilities of popular models like GPT-3 and BERT. The book also covers practical aspects of LLM usage for RAG applications using frameworks like LangChain and Hugging Face and deploying them in real world applications. With a focus on both theoretical knowledge and hands-on experience, this book is ideal for anyone looking to master the art of NLP and LLMs. The book also contains AWS Cloud deployment, which will help readers step into the world of cloud computing.
As the book contains both theoretical and practical approaches, it will help the readers to gain confidence in the deployment of LLMs for any use cases, as well as get acquainted with the required generative AI knowledge to crack the interviews.
Key Features
● Covers Python basics, NLP concepts, and terminologies, including LLM and RAG concepts.
● Provides exposure to LangChain, Hugging Face ecosystem, and chatbot creation using custom data.
● Guides on integrating chatbots with real-time applications and deploying them on AWS Cloud.
What you will learn
● Basics of Python, which contains Python concepts, installation, and code editors.
● Foundation of NLP and generative AI concepts and different terminologies being used in NLP and generative AI domain.
● LLMs and their importance in the cutting edge of AI.
● Creating chatbots using custom data using open source LLMs without spending a single penny.
● Integration of chatbots with real-world applications like Telegram.
Who this book is for
This book is ideal for beginners and freshers entering the AI or ML field, as well as those at an intermediate level looking to deepen their understanding of generative AI, LLMs, and cloud deployment.
Table of Contents
1. Introduction to Python and Code Editors
2. Installation of Python, Required Packages, and Code Editors
3. Ways to Run Python Scripts
4. Introduction to NLP and its Concepts
5. Introduction to Large Language Models
6. Introduction of LangChain, Usage and Importance
7. Introduction of Hugging Face, its Usage and Importance
8. Creating Chatbots Using Custom Data with LangChain and Hugging Face Hub
9. Hyperparameter Tuning and Fine Tuning Pre-Trained Models
10. Integrating LLMs into Real-World Applications-Case Studies
11. Deploying LLMs in Cloud Environments for Scalability
12. Future Directions: Advances in LLMs and Beyond
Appendix A: Useful Tips for Efficient LLM Experimentation
Appendix B: Resources and References

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