eBooks de Informática práctica, página 10 de 141

Harness Genetic Algorithms to Build the Next Generation of Adaptive AI. Key Features Step-by-step tutorials on Genetic Algorithms, using PyGAD and DEAP. Real-world Genetic Algorithm applications in ML, DL, NLP, CV, and RL. Advanced coverage of evolutionary and metaheuristic algorithms. Integration of Genetic Algorithms with generative and agent-based AI systems. Book Description Genetic Algorithms (GAs) are nature-inspired optimization tools that help AI systems adapt, improve, and solve complex problems efficiently. Ultimate Genetic Algorithms with Python explains elaborately the fundamentals of GAs to practical, Python-based implementation, using PyGAD and DEAP. The book starts with a solid foundation, explaining how evolutionary principles can be applied to optimization tasks, search problems, and model improvement. You will also explore GA applications across multiple AI domains: optimizing machine learning workflows, evolving neural network architectures in deep learning, enhancing feature selection in NLP, improving performance in computer vision, and guiding exploration strategies in reinforcement learning. Each application chapter includes step-by-step coding examples, performance comparisons, and tuning techniques. The later sections focus on advanced metaheuristics, swarm intelligence, and integrating GAs with generative and agent-based AI systems. You will also learn how to design self-evolving, multi-agent frameworks, leverage swarm-based methods, and connect GAs to next-gen AI architectures such as Model Context Protocols (MCP). What you will learn Master the fundamentals and components of Genetic Algorithms. Implement GAs in Python, using PyGAD, DEAP, and PyTorch. Apply GAs for optimization, feature selection, and neural architecture search. Enhance AI workflows in ML, DL, NLP, CV, and RL with GAs. Explore metaheuristic and swarm-based algorithms for complex problem-solving. Integrate GAs into generative, multi-agent, and self-evolving AI systems.

Unlock Generative AIs Potential: Transform Ideas into Reality on Google Cloud!Key Features? Step-by-step guidance for building Generative AI apps on Google Cloud Platform.? Pro tips for fine-tuning models to achieve optimal performance.? Industry-specific use cases for practical, hands-on learning.Book DescriptionGenerative AI, powered by Google Cloud Platform (GCP), is reshaping industries with its advanced capabilities in automating and enhancing complex tasks. The Ultimate Generative AI Solutions on Google Cloud is your comprehensive guide to harnessing this powerful combination to innovate and excel in your job role. It explores foundational machine learning concepts and dives deep into Generative AI, providing the essential knowledge needed to conceptualize, develop, and deploy cutting-edge AI solutions.Within these pages, youll explore Large Language Models (LLMs), Prompt engineering, Fine-tuning techniques, and the latest advancements in AI, with special emphasis on Parameter-Efficient Fine-Tuning (PEFT) and Reinforcement Learning with Human Feedback (RLHF). Youll also learn about the integration of LangChain and Retrieval-Augmented Generation (RAG) to enhance AI capabilities. By mastering these techniques, you can optimize model performance while conserving resources. The integration of GCP services simplifies the development process, enabling the creation of robust AI applications with ease.By the end of this book, you will not only understand the technical aspects of Generative AI but also gain practical skills that can transform your work to drive innovation and boost operational efficiency with Generative AI on GCP.What you will learn? Build and deploy cutting-edge generative AI solutions using Google Cloud, LangChain, and RAG.? Fine-tune large language models (LLMs) with PEFT to meet precise business objectives.? Master prompt engineering techniques to enhance model performance with GCP tools.? Optimize production AI for efficiency and scalability using GCPs Cloud Functions and Cloud Run.? Apply real-world industry use cases to drive innovation and solve complex problems with LLMOps.? Manage and streamline AI projects effectively using GCP services like Dataflow, Pub/Sub, and Monitoring.Table of Contents1. Generative AI Essentials2. Google Cloud Basics3. Getting Started with Large Language Models4. Prompt Engineering and Contextual Learning5. Fine-Tuning a Large Language Model6. Parameter-Efficient Fine-Tuning (PEFT)7. Reinforcement Learning with Human Feedback8. Model Optimization9. LLMOps for Managing and Monitoring AI Projects10. Harnessing RAG and LangChain11. Case Studies and Real-World Implementations IndexAbout the AuthorsArun Pandey is a distinguished technology leader and AI innovator with over 20 years of experience in the f ields of Generative AI, deep learning, and enterprise solutions. As a serial entrepreneur and co-founder of multiple AI startups, he has made significant contributions to the industry, earning recognition as a top global AI influencer and an award-winning author.Aruns extensive background includes leading high-performing teams in Fortune 500 companies, where he generated over USD 3 billion in revenue through innovative technology solutions. His passion ...

Embark on a transformative and disruptive journey into MERN stack development with Ultimate Full-Stack Web Development with MERN. Beginning with an in-depth introduction to MERN and REST APIs, the book advances through the complete project overview and the setup of a Node.js application. Next, it delves into the essentials of Node.js, MongoDB connection, models, and crucial aspects of user authentication, including JWT implementation and password hashing. Security takes center stage in next chapters as you explore middleware creation and route protection. In the Frontend section youll construct a dynamic ReactJS application with a focus on creating components, pages, and establishing Redux for state management. This book will guide you through setting up Redux, implementing registration and login functionalities, and refining your application with a user-friendly dashboard and task form. The book concludes with chapters on frontend and backend testing, ensuring the robustness of your application and also covers deployment strategies for both frontend and backend components, providing a comprehensive guide to showcase your application to the world.

DESCRIPTIONFlutter Handbook is the key to becoming a proficient Flutter app developer, catering to all levels, from beginners to experts. This comprehensive guide takes you by the hand, providing step-by-step instructions on every aspect of Flutter app development. Starting from the basics, youll learn how to install and run Flutter, as well as core concepts such as widgets, state management, and navigation. As you progress, the book delves deep into advanced topics, such as implementing CRUD (Create, Read, Update, Delete) functions using Firebase Firestore. Flutter Handbook is more than just a tutorial book. It also provides invaluable tips, tricks, and small tasks at the end of each chapter to reinforce your understanding and equip you with real-world skills. By the end of this journey, youll have the expertise to release your Flutter app to the Play Store or App Store with confidence.TABLE OF CONTENTS 1. Introduction to Flutter2. Getting Started3. Widgets Widgets Widgets!4. Stateful and Stateless Widgets5. Navigation and Routing6. Firebase Firestore with Flutter7. Futures, Awaits, and Async8. Persistence and Data Modeling9. Deploying

Elevate Your Cross-Platform Development Skills with Flutter and Dart, and Advanced UI Techniques.Book DescriptionUnlock the full potential of Flutter with this practical and indispensable resource, catering to both beginners and seasoned developers seeking to enhance their skills.This book will provide you with foundational insights into Flutter and Dart programming to master the dynamic widget system and empower you to create visually stunning and responsive UI designs.The book begins with exploring Dart language and then moves on to Flutters dynamic widgets and UI elements, the art of styling, theming, and creating interactive designs. Next, from handling images, media, and effects to delving into advanced techniques like typography and slivers, this book equips you to build adaptive UIs for diverse platforms. You will navigate seamlessly through topics such as navigation, device feature utilization, and API integration. Learn effective unit testing strategies for robust UI components.Table of ContentsSECTION 1 Getting Started with Flutter1. Introduction to Flutter and its Environment2. Introduction to Dart Programming3. Exploring Flutter Widgets and UI ElementsSECTION 2 Building Modern UI Designs4. Styling, Theming, and Interactive UI Designs in Flutter5. Working with Images, Media, and Effects in Flutter6. Typography, Slivers, and Advanced UI Techniques in FlutterSECTION 3 Creating Cross-Platform UIs7. Building Adaptive UIs for Different Platforms8. Handling Navigation and Routing9. Utilizing Device Features and APIsSECTION 4 Testing and Debugging Flutter UIs10. Widget Testing UI Components11. Conclusion and the Next StepsIndex

Fuel Your Mobile Apps Success with Firebase Secure, Fast, and Scalable.Key Features? Step-by-step and comprehensive coverage of Firebase for both iOS and Android platforms.? Real-world projects with source code for seamless cross-platform development.? Master Firebase tools such as Authentication, Firestore, Cloud Messaging, and Analytics.Book DescriptionFirebase powers over 2.5 million apps globally, making it indispensable for developers building scalable, secure mobile and web applications across iOS and Android. Ultimate Firebase for iOS and Android Applications is designed to help developers of all levels harness the full potential of Firebases comprehensive toolset and supercharge their app development process.This book goes beyond the basics, bridging the gap between foundational knowledge and advanced Firebase tools. Through detailed explanations and real-world projects, youll master critical Firebase features like Authentication, Cloud Firestore, Crashlytics, Cloud Messaging, and Analyticsempowering you to build, optimize, and secure high-performance apps.With a focus on practical, hands-on applications, each chapter equips you with the skills to develop robust, user-friendly, and scalable applications. Real-world scenarios demonstrate how to tackle complex challenges using Firebases cutting-edge tools, ensuring you can apply your newfound knowledge to real projects immediately.Youll also learn industry best practices and expert strategies to avoid common pitfalls and optimize your Firebase solutions. Whether youre building a new app or enhancing an existing one, this book will arm you with the knowledge and skills to thrive in todays competitive app development market and make a lasting impact with Firebase.What you will learn? Implement Firebase Authentication for secure, cross-platform user identity management.? Utilize Cloud Firestore for efficient data storage and real-time syncing.? Integrate Firebase Cloud Messaging for targeted push notifications and engagement.? Use Firebase Crashlytics for real-time crash reporting and swift issue resolution.? Leverage Firebase Analytics to understand user behavior and drive app improvements.Table of Contents1. Introduction to Firebase2. User Authentication with iOS3. User Authentication with Android4. Getting Started with Cloud Firestore Database5. Deep Dive into Cloud FireStore6. Advanced on Cloud FireStore7. Firebase Storage8. Security Rules9. Firebase Extensions10. Cloud Messaging11. Firebase Crashlytics12. Firebase Analytics IndexAbout the AuthorDuong Dinh Bao (James) Thang journey in the tech world exemplifies how passion and persistence can lead to mastering new skills. While his academic background is in Finance and Economics, he felt a deep fascination with the transformative potential of mobile applications. Recognizing the integral role smartphones play in daily life, he committed himself to learning mobile app development. Through dedication and self-education, he successfully transitioned into a professional mobile developer with over four years of experience.Th?ngs expertise spans the entire mobile development spectrum, from building engaging interfaces to architecting scalable applications. He has successfully concep...

Turn Financial Data into Decisions with the Power of FinGPT. Key Features Hands-on setup of FINGPT in real-world finance projects. End-to-end guide for automating financial reporting tasks. Case studies on market trends and sentiment prediction. Techniques to scale, fine-tune, and optimize FINGPT models. Book Description FINGPT is redefining how financial institutions analyze data, forecast trends, and make strategic decisions. As the financial sector embraces generative AI, understanding and applying FINGPT becomes essential for professionals seeking to stay competitive and innovative. Ultimate FINGPT for Financial Analysis takes you on a complete journeyfrom setting up your development environment and preparing financial datasets to building, fine-tuning, and deploying FINGPT models. The book covers all the vital concepts such as data cleaning, model training, prompt engineering, and real-world deployment. You will learn to automate financial reporting, generate accurate forecasts, perform sentiment analysis on news and reports, and simulate risk scenarios. Dedicated chapters on case studies and performance optimization provide deep insights into practical applications, while ethical considerations and scaling strategies ensure readiness for enterprise use. Hence, whether you are a finance expert aiming to integrate AI or a data scientist expanding into fintech, this book provides the tools, frameworks, and confidence to apply FINGPT in your work. So, do not get left behindstart transforming your financial analysis with AI today. What you will learn Apply FINGPT for financial forecasting and workflow automation. Build sentiment-aware models for trend and event prediction. Combine structured and unstructured data for deep insights. Generate reports and analytics, using AI-powered pipelines. Simulate risk scenarios, and plan proactive mitigations. Monitor FINGPT performance, using finance-specific KPIs.

Crack the Code to Solving Customer Problems with Exceptional User Experience Designs Powered by Figma.Key Features? Provides a practical understanding of Figma for diverse design projects.? Structured, easy-to-understand approach for all skill and language levels.? Hands-on exercises simulate real-world workflows for industry readiness.? Guidance on creating a standout design portfolio with Figma projects.Book DescriptionFigma is a powerful, collaborative design tool that has transformed the UI/UX design process. With its intuitive interface and advanced features, it enables seamless collaboration and the creation of exceptional user experiences, making it the go-to choice for designers.Ultimate Figma for UX/UI Design guides you through Figmas capabilities, covering everything from the basics to advanced features, collaboration, and real-world applications. Each chapter includes hands-on exercises and examples to reinforce learning, covering topics such as Figmas interface, design principles (shapes, colors, typography), UI element design, interactive prototypes, real-time collaboration, plugin integration, responsive design, and more.This book offers a structured approach for professionals at all design skill levels. Readers will gain tips, tricks, and best practices to enhance their efficiency, collaboration, and design skills, opening doors to success in UX design. Through practical exercises and real-world examples, this guide equips you to excel with Figma and become a proficient UX designer.Unlock your full design potentialdive into Ultimate Figma for UX/UI Design and start crafting exceptional user experiences today!What you will learn? Master Figma, from conceptualizing designs to creating interactive prototypes.? Learn human-centered design through a complete, practical end-to-end workflow.? Understand customer needs and facilitate collaborative design workshops effectively.? Create detailed wireframes, refine visual elements, and deliver precise code specs.? Build a professional UX portfolio through real-world assignments and projects.? Explore advanced Figma tips, tricks, and productivity shortcuts for efficiency.Table of Contents1. Introduction to Figma2. Understanding Design Principles in Figma3. Mastering the Figma Interface4. Designing UI in Figma5. Prototyping and Iterating User Interface Design6. Advanced Design Techniques in Figma7. Collaboration and Team Workflows8. Integrating Plugins and External Tools9. Designing Responsively for Multiple Devices10. Real-World Projects and Case Studies IndexAbout the AuthorsAditi Sharma is an award-winning design executive passionate about inclusive, ethical, sustainable, and human-centered innovation. She is the recipient of the prestigious Dr. Sarojini Naidu Award from the Government of India, the 40 under 40 award from Business Elite, the Woman Who Builds award from Globant, and was named an inspirational woman in STEM by Authority Magazine.As a lecturer at Pratt, Aditi curated one of the top ten UX programs offered in the United States. A published design practitioner, she is regularly invited to share her thought leadership through print, keynotes, and podcasts for CampaignLive, Business Insider, AI & Data ...

Transform Your MS Excel Skills with this Ultimate Guide for Professional SuccessDESCRIPTIONThe Ultimate Excel with Power Query and ChatGPT is a revolutionary handbook to help you embark on a transformative journey through the intricate world of Excels lookup functions. The book dives deep into Excels lookup universe, offering a meticulous exploration of over 100 techniques. Each method is presented with clarity and precision, making even the most complex lookup scenarios comprehensible. From traditional functions to innovative problem-solving approaches, this book equips you with versatile tools to navigate any data challenge efficiently. What sets this book apart is its focus on job roles. Youll discover techniques that directly enhance productivity, streamline data management tasks, and elevate your efficiency in Excel-related responsibilities. With a comprehensive, engaging, and interactive approach, it transforms learning Excel formulas into a journey of building practical data lookup expertise.TABLE OF CONTENTS 1. Excel Environment2. VLOOKUP Is Dead: Or is it?3. INDEX and MATCH4. LOOKUP5. Other LOOKUP Methods and Functions6. XLOOKUP7. FILTER: The Ultimate Lookup Function8. Power Query: One-Stop Solution9. ChatGPT: Using ChatGPT to solve lookup issues Index

Build high-performance, scalable, and resilient systems using Python and Kafka. Key Features: Learn EDA fundamentals with real-world use case examples. Master Kafka and Python to build event-driven applications. Build secure, testable, and observable EDA-based systems. Step-by-step design and hands-on coding for core EDA parts. Book Description Pythons simplicity and flexibility, combined with Apache Kafkas high-throughput, fault-tolerant messaging system, make them a powerful duo for building scalable, event-driven applications. Ultimate Event-Driven Architecture with Python and Apache Kafka brings together these two technologies to help developers and architects design modern, asynchronous systems capable of handling real-time data at scale. The book begins by introducing the fundamentals of Event-Driven Architecture (EDA), including its core principles, benefits, and real-world relevance. It then explores the essential components of an EDA system, guiding readers through design patterns, message flow, and architectural considerations. Security, testing, and observability are covered in depth to ensure robust and reliable systems. Later chapters dive into Apache Kafka concepts and demonstrate how to build and deploy practical, real-world solutions using Python. Hands-on examples and a complete use case walk-through ensure that readers can confidently apply what theyve learned in production scenarios. Whether youre modernizing legacy systems or architecting from scratch, this book equips you to build event-driven systems that are scalable, resilient, and future-ready. Start your EDA journey with Python and Kafka today! What you will learn: Understand the core principles and components of event-driven architecture. Learn to design scalable systems, using events, not requests. Implement Kafka-based messaging in Python with real code examples. Secure EDA systems with authentication and authorisation practices. Apply debugging, testing, and monitoring strategies for EDA systems. Build a complete event-driven system, using Python and Kafka.

Practical Approaches to Time Series Analysis and Forecasting Using Python for Informed Decision-MakingBook DescriptionEmbark on a transformative journey through the intricacies of time series analysis and forecasting with this comprehensive handbook. Beginning with the essential packages for data science and machine learning projects you will delve into Pythons prowess for efficient time series data analysis, exploring the core components and real-world applications across various industries through compelling use-case studies. From understanding classical models like AR, MA, ARMA, and ARIMA to exploring advanced techniques such as exponential smoothing and ETS methods, this guide ensures a deep understanding of the subject.It will help you navigate the complexities of vector autoregression (VAR, VMA, VARMA) and elevate your skills with a deep dive into deep learning techniques for time series analysis. By the end of this book, you will be able to harness the capabilities of Azure Time Series Insights and explore the cutting-edge AWS Forecast components, unlocking the clouds power for advanced and scalable time series forecasting.Table of Contents1. Introduction to Python and its key packages for DS and ML Projects2. Python for Time Series Data Analysis3. Time Series Analysis and its Components4. Time Series Analysis and Forecasting Opportunities in Various Industries5. Exploring various aspects of Time Series Analysis and Forecasting6. Exploring Time Series Models - AR, MA, ARMA, and ARIMA7. Understanding Exponential Smoothing and ETS Methods in TSA8. Exploring Vector Autoregression and its Subsets (VAR, VMA, and VARMA)9. Deep Learning for Time Series Analysis and Forecasting10. Azure Time Series Insights11. AWSForecast Index

Build large-scale, complex Web Applications using the battle-tested Ember.js framework.Book DescriptionUnlock the full potential of Ember.js with this comprehensive practical handbook tailored for both novice and experienced web developers.Starting with an introduction to Ember.js, delve into essential concepts such as Ember-Cli and local setup, gaining proficiency in Ember.js routing for seamless navigation within your applications. Learn to craft dynamic user interfaces with Ember.js components and templates, leveraging Ember Data and Services for efficient data management.Navigate the intricacies of configuring your Ember app to suit your specific project requirements, while ensuring the robustness of your codebase through comprehensive testing techniques. Utilize the Ember Inspector tool to debug and optimize your applications with ease. Finally, master the art of deploying your Ember.js applications to production environments, ensuring a smooth and efficient deployment process.This book provides invaluable insights and practical guidance to become proficient in Ember.js. With a focus on real-world applications and best practices, " Ultimate Ember.js for Scalable Web Applications" equips you with the tools and knowledge needed to excel in modern web development.Table of Contents1. Introduction to Ember.js2. Ember CLI and Local Setup3. Ember.js Routing4. Ember.js Components and Templates5. Ember Data and Services6. Configuring your Ember.js Application7. Testing Ember.js Applications8. Ember Inspector9. Build and Deployment10. Conclusion Index

Unlock the Power of Docker to Revolutionize Your Development and Deployment StrategieKey Features? Dive into real-world Docker expertise through hands-on learning and practical exercises.? Covers Docker fundamentals and extends to advanced orchestration techniques, for holistic understanding of the ecosystem.? Benefit from expert perspectives gaining insider knowledge and practical insights.Book DescriptionEmbark on an enriching Docker journey with this definitive guide meticulously designed to take you from foundational knowledge to advanced mastery.This book adopts a holistic approach to containerization, starting with essential concepts, Dockers intricacies, and then moving on to an exploration of core concepts and architecture. You will then move seamlessly through building and managing Docker images, navigating networking challenges, and mastering the art of persistent data management. Each chapter builds upon the last, ensuring a thorough grasp of Dockers intricacies.The book will help you streamline deployment with Docker Compose, scale applications through Docker Swarm, fortify deployments with security insights, and seamlessly integrate Docker into your CI/CD pipelines. Push the boundaries further with discussions on Docker in cloud platforms, an introduction to Kubernetes, and advanced Docker concepts.Authored by a seasoned Senior Site Reliability Engineer (SRE), this book goes beyond the theoretical by providing insider insights, best practices, and real-world scenarios. Bridging the gap between concepts and applications, it serves as your trusted companion in navigating Docker complexities.What you will learn? Build and manage Docker containers with practical proficiency? Create efficient Docker images tailored to diverse application requirements? Orchestrate containers seamlessly using Kubernetes for robust and scalable deployments? Implement advanced networking solutions within the Docker environment? Troubleshoot common issues and optimize Dockerized applications for peak performance? Gain expert insights on architecting scalable and resilient software solutionsWho is this book for?Tailored for Software Developers, System Administrators, DevOps Engineers, IT Managers, Cloud Architects, and Infrastructure Engineers, this book offers valuable insights and advanced techniques. Whether youre a Docker beginner or seeking to deepen your expertise, it addresses a variety of roles in the dynamic realms of software development and IT. While no prior Docker experience is required, a foundational understanding of containerization concepts and familiarity with Linux environments can enhance the learning experience for all readers.Table of Contents1. Introduction to Docker2. Docker Architecture and Components3. Building and Managing Docker Images4. Docker Networking5. Persistent Data Management with Docker6. Docker Compose for Simplified Application Deployment7. Scaling Applications with Docker Swarm8. Securing Docker Deployments9. Docker in Continuous Integration and Deployment10. Docker on Cloud Platforms11. Introduction to Kubernetes12. Exploring Advanced Docker Concepts13. Future Trends in ContainerizationAppendix A: All-in-One CheatsheetIndex

Craft Scalable and Dynamic Web Apps using Django and PythonBook DescriptionThis comprehensive guide is an indispensable resource for developers seeking to elevate their web development skills in Django and Python. The book begins by establishing a strong foundation and understanding of Djangos architecture, emphasizing the Model-View-Template (MVT) pattern and a pivotal service layer for creating scalable web applications. The book then progresses to practical aspects, guiding readers through the development of a Task Management App. This hands-on approach reinforces fundamental concepts and showcases Djangos flexibility and efficiency in real-world scenarios.The advanced sections of the book will help you tackle complex challenges, covering topics like preventing double-form submissions, implementing offline pessimistic and optimistic locking techniques, mastering API development with Django Ninja, and ensuring application reliability through exhaustive testing with pytest. The book culminates in practical insights for deploying Django applications with Docker and Kubernetes, this guide equips you to tackle real-world challenges effectively.Table of Contents1. Introduction to Django and Python2. Setting Up Your Development Environment3. Getting Started with Django Projects and Apps4. Django Models and PostgreSQL5. Django Views and URL Handling6. Using the Django Template Engine7. Forms in Django8. User Authentication and Authorization in Django9. Django Ninja and APIs10. Testing with pytest11. Deploying Django Applications with Gunicorn and Docker12. Final Thoughts and Future DirectionsIndex

Navigating Databricks with Ease for Unparalleled Data Engineering Insights.Book DescriptionUltimate Data Engineering with Databricks is a comprehensive handbook meticulously designed for professionals aiming to enhance their data engineering skills through Databricks. Bridging the gap between foundational and advanced knowledge, this book employs a step-by-step approach with detailed explanations suitable for beginners and experienced practitioners alike.Focused on practical applications, the book employs real-world examples and scenarios to teach how to construct, optimize, and maintain robust data pipelines. Emphasizing immediate applicability, it equips readers to address real data challenges using Databricks effectively. The goal is not just understanding Databricks but mastering it to offer tangible solutions.What you will learn? Acquire proficiency in Databricks fundamentals, enabling the construction of efficient data pipelines.? Design and implement high-performance data solutions for scalability.? Apply essential best practices for ensuring data integrity in pipelines.? Explore advanced Databricks features for tackling complex data tasks.? Learn to optimize data pipelines for streamlined workflows.Table of Contents1. Fundamentals of Data Engineering2. Mastering Delta Tables in Databricks3. Data Ingestion and Extraction4. Data Transformation and ETL Processes5. Data Quality and Validation6. Data Modeling and Storage7. Data Orchestration and Workflow Management8. Performance Tuning and Optimization9. Scalability and Deployment Considerations10. Data Security and Governance Last Words Index

Attackers have to be only right once, but just one mistake will permanently undo them.Book DescriptionThe Ultimate Cyberwarfare for Evasive Cyber Tactic is an all-encompassing guide, meticulously unfolding across pivotal cybersecurity domains, providing a thorough overview of cyber warfare.The book begins by unraveling the tapestry of todays cyber landscape, exploring current threats, implementation strategies, and notable trends. From operational security triumphs to poignant case studies of failures, readers gain valuable insights through real-world case studies.The book delves into the force-multiplying potential of the Information Warfare component, exploring its role in offensive cyber operations. From deciphering programming languages, tools, and frameworks to practical insights on setting up your own malware lab, this book equips readers with hands-on knowledge. The subsequent chapters will immerse you in the world of proof-of-concept evasive malware and master the art of evasive adversarial tradecraft. Concluding with a forward-looking perspective, the book explores emerging threats and trends, making it an essential read for anyone passionate about understanding and navigating the complex terrain of cyber conflicts.Table of Contents1. History of Cyber Conflicts2. Notable Threats and Trends3. Operational Security Successes and Failures4. The Information Warfare Component5. Programming Languages, Tools, and Frameworks6. Setting Up Your Malware Lab7. Proof-of-Concept Evasive Malware8. Evasive Adversarial Tradecraft9. Emerging Threats and Trends Index

Master CNAPP and Defend Your Multi-Cloud Infrastructure. Key Features Deep-dive into CSPM, CWPP, KSPM, CIEM, and DSPM to secure multi-cloud environments effectively. Learn through real-world scenarios, guided labs, and actionable workflows for AWS, Azure, and GCP. Master centralized dashboards for regulatory frameworks like NIST, CIS, and ISO. Explore DevSecOps, IaC scanning, and next-gen CNAPP trends for evolving threats. Book Description Cloud-Native Application Protection Platform (CNAPP) has emerged as a game-changerdelivering unified visibility, compliance, and protection across todays complex multi-cloud environments. Ultimate CNAPP for Next-Gen Multi Cloud Security is your hands-on blueprint for mastering this essential platform. Structured into three clear sections, the book begins by building a solid foundation in cloud computing principles, exploring shared responsibility models, cloud service categories, and common misconfigurations. It then dives deep into CNAPP components such as CSPM, CWPP, CIEM, DSPM, and KSPM, offering practical guidance, workflows, and real-world scenarios to help readers implement security controls across AWS, Azure, GCP, and beyond. The final section explores future trends in cloud security, from integrating DevSecOps practices and IaC scanning to building multi-cloud resilience and compliance automation. Packed with visuals, guided labs, and expert insights, this book bridges theory and applicationgiving you the confidence to secure cloud-native environments at scale. Thus, whether you are a cloud engineer, DevSecOps professional, or IT leader, this guide is your roadmap to architecting robust, future-ready security strategies. So, take control of your cloud security posture todaystart your CNAPP journey now, and lead your organization into a safer tomorrow! What you will learn Gain skills to deploy CSPM, CWPP, CIEM, DSPM, and KSPM seamlessly across cloud platforms. Learn systematic approaches to detect vulnerabilities, and strengthen security posture. Build secure pipelines by embedding DevSecOps practices, and IaC scanning into workflows. Track, audit, and report compliance for multi-cloud environments with centralized dashboards. Design, deploy, and manage security strategies for hybrid and multi-cloud infrastructures. Understand evolving CNAPP technologies, and prepare for future security challenges.

Master Cisco Collaboration Infrastructure, One Chapter at a TimeKey Features Comprehensive lifecycle coverage of Cisco Collaboration Infrastructure. Practical application focus for real-world admin scenarios and troubleshooting. Includes numerous references and resources for holistic implementation and further exploration. Book Description This comprehensive book is designed to help IT professionals master the complex landscape of Cisco Collaboration Infrastructure. It covers a wide range of topics, from the basics of collaboration technologies and deployment models to advanced concepts like dial plan configuration, media resources, and conferencing. The book also explores the Cisco Webex suite, hybrid solutions, and edge servers, providing readers with a holistic understanding of Ciscos collaboration offerings. Readers will gain a deep understanding of signaling and media protocols, including SIP, RTP, and RTCP, as well as essential protocols like DTMF and fax over IP. The book also addresses security, compliance, and recovery strategies, ensuring that readers are well-equipped to handle the challenges of managing Cisco Collaboration Infrastructure in real-world scenarios. Throughout the book, practical examples and real-world insights are provided, along with an introduction to automation and APIs in the context of Cisco Collaboration solutions. By the end of this book, readers will have a comprehensive toolkit to excel in managing Cisco Collaboration Infrastructure, whether they are novice IT admins, professionals preparing for Cisco Collaboration exams, or experienced administrators looking to upgrade their skills. The book also includes additional resources and discusses emerging trends, ensuring that readers stay up-to-date with the latest developments in the field.What you will learn Gain practical skills to deploy and manage Ciscos collaboration tools, ensuring smooth operations and integration within your organizations infrastructure. Learn to set up and resolve issues with essential components like dial plans, media resources, and conferencing systems to ensure seamless communication. Understand and implement signaling and media protocols like SIP, RTP, and RTCP for effective Cisco Collaboration implementation. Develop strategies to protect and sustain your Cisco collaboration environment, addressing security concerns and maintaining operational health. Discover how to leverage APIs for automating routine tasks, improving efficiency, and enhancing the functionality of Cisco Collaboration tools. Stay updated with the latest advancements and trends in collaboration tech, ensuring your skills and knowledge remain current and relevant. Table of Contents 1. Introduction to Modern Collaboration Technologies 2. Understanding Cisco Collaboration Solutions 3. Managing Endpoints and Users 4. Mastering CUCM Call Control and Telephony Features 5. Dial Plans - Basics to Advance 6. Media Resources, Conferencing, and AV Solutions 7. Exploring Cisco Collaboration Cloud, Hybrid and Edge 8. Understanding Signaling and Media Protocols 9. Deep Dive - Signaling and Media Protocols 10. Security, Compliance and Recovery 11. Troubleshooting Techniques and Tools 12. Automation and APIs in Cisco Collaboration 13. Additional Res...

Master Cisco Collaboration Infrastructure, One Chapter at a TimeKey Features? Comprehensive lifecycle coverage of Cisco Collaboration Infrastructure.? Practical application focus for real-world admin scenarios and troubleshooting.? Includes numerous references and resources for holistic implementation and further exploration.Book DescriptionThis comprehensive book is designed to help IT professionals master the complex landscape of Cisco Collaboration Infrastructure. It covers a wide range of topics, from the basics of collaboration technologies and deployment models to advanced concepts like dial plan configuration, media resources, and conferencing. The book also explores the Cisco Webex suite, hybrid solutions, and edge servers, providing readers with a holistic understanding of Ciscos collaboration offerings.Readers will gain a deep understanding of signaling and media protocols, including SIP, RTP, and RTCP, as well as essential protocols like DTMF and fax over IP. The book also addresses security, compliance, and recovery strategies, ensuring that readers are well-equipped to handle the challenges of managing Cisco Collaboration Infrastructure in real-world scenarios.Throughout the book, practical examples and real-world insights are provided, along with an introduction to automation and APIs in the context of Cisco Collaboration solutions. By the end of this book, readers will have a comprehensive toolkit to excel in managing Cisco Collaboration Infrastructure, whether they are novice IT admins, professionals preparing for Cisco Collaboration exams, or experienced administrators looking to upgrade their skills. The book also includes additional resources and discusses emerging trends, ensuring that readers stay up-to-date with the latest developments in the field.What you will learn? Gain practical skills to deploy and manage Ciscos collaboration tools, ensuring smooth operations and integration within your organizations infrastructure.? Learn to set up and resolve issues with essential components like dial plans, media resources, and conferencing systems to ensure seamless communication.? Understand and implement signaling and media protocols like SIP, RTP, and RTCP for effective Cisco Collaboration implementation.? Develop strategies to protect and sustain your Cisco collaboration environment, addressing security concerns and maintaining operational health.? Discover how to leverage APIs for automating routine tasks, improving efficiency, and enhancing the functionality of Cisco Collaboration tools.? Stay updated with the latest advancements and trends in collaboration tech, ensuring your skills and knowledge remain current and relevant.Table of Contents1. Introduction to Modern Collaboration Technologies2. Understanding Cisco Collaboration Solutions3. Managing Endpoints and Users4. Mastering CUCM Call Control and Telephony Features5. Dial Plans - Basics to Advance6. Media Resources, Conferencing, and AV Solutions7. Exploring Cisco Collaboration Cloud, Hybrid and Edge8. Understanding Signaling and Media Protocols9. Deep Dive - Signaling and Media Protocols10. Security, Compliance and Recovery11. Troubleshooting Techniques and Tools12. Automation and APIs in Cisco Collaboration13. Additional Resources and Emerging Trends Index

Unlock the Power of Cilium and eBPF to Revolutionize Cloud-Native Security and NetworkingKey Features? Master eBPF concepts and their real-world applications in cloud computing? Explore Ciliums capabilities with hands-on examples and Kubernetes integration? Implement Zero Trust Security models with eBPF for microservices? Optimize network performance and observability using eBPF and HubbleBook DescriptionCilium and eBPF are revolutionizing cloud-native development by providing unparalleled observability, security, and performance enhancements. Ultimate Cilium and eBPF for Cloud Native Development bridges the knowledge gap, empowering developers, DevOps engineers, and IT professionals to leverage these technologies for building robust, scalable cloud-native applications.This book explores eBPF and Cilium in depth, starting with core concepts and fundamental principles to establish a solid foundation. Subsequent chapters cover practical applications, including tutorials on implementing Cilium in Kubernetes, optimizing network performance, and enhancing security with eBPF. Key takeaways include mastering eBPF programming, deploying Cilium for networking, monitoring applications, and leveraging eBPF for advanced security. Real-world case studies and hands-on examples provide practical insights and reinforce learning.By the end of this book, you will be equipped to implement and manage eBPF and Cilium in cloud-native projects. You will gain the skills to optimize performance, ensure robust security, and achieve superior observability, positioning yourself at the forefront of cloud-native development.What you will learn? Develop a strong grasp of eBPF and Ciliums core concepts and applications.? Optimize eBPF and Cilium for Kubernetes observability, security, and performance.? Gain hands-on experience through real-world cloud-native development tutorials.? Master troubleshooting tools for network performance and policy enforcement.? Utilize eBPF-driven observability to secure and scale microservices.? Apply advanced technologies to modernize workflows and cloud environments.Table of Contents1. Introduction to Cloud Native Networking2. Fundamentals of eBPF3. Getting Started with Cilium4. Advanced Cilium Features5. eBPF Programming for Cloud-Native Environments6. Cilium Internals7. Security with Cilium and eBPF8. Observability and Monitoring9. Load Balancing and Service Discovery10. Performance Optimization11. Troubleshooting and Debugging12. Extended Use Cases13. Future of Cloud Native Networking with eBPF IndexAbout the AuthorsGaurav Shekhar is a seasoned technology leader and Distinguished Engineer with over 20 years of experience in the financial technology industry. Currently, he serves as Vice President - Director of Platform Engineering at one of the largest financial institutions in the United States. In this role, he leads the transformation of the organizations platform to a cloud-native architecture, leveraging public cloud infrastructure to improve scalability, security, and performance. Gaurav oversees critical initiatives, including infrastructure design, architecture modernization, and the implementation of CI/CD pipelines, enabling the seamless migration of APIs and user interfaces to th...