Informatyka

4657
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EBOOK

The Cloud Computing Journey. Design and deploy resilient and secure multi-cloud systems with practical guidance

Divit Gupta, Rohit Rahi

As the need for digital transformation and remote work surges, so does the demand for cloud computing. However, the complexity of cloud architecture and the abundance of vendors and tools can be overwhelming for businesses. This book addresses the need for skilled professionals capable of designing, building, and managing scalable and resilient cloud systems to navigate the complex landscape of cloud computing through practical tips and strategies.This comprehensive cloud computing guide offers the expertise and best practices for evaluating different cloud vendors and tools. The first part will help you gain a thorough understanding of cloud computing basics before delving deeper into cloud architecture, its design, and implementation. Armed with this expert insight, you'll be able to avoid costly mistakes, ensure that your cloud systems are secure and compliant, and build cloud systems that can adapt and grow with the business.By the end of this book, you’ll be proficient in leveraging different vendors and tools to build robust and secure cloud systems to achieve specific goals and meet business requirements.

4658
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EBOOK

The Cloud DevOps Engineer's Guide. Build, automate, secure, and scale cloud-native CI/CD pipelines with DevOps best practices

Thiago Maior

Modern software delivery demands speed, reliability, and scalability, and cloud DevOps engineering makes it possible. The Cloud DevOps Engineer’s Guide is a practical, hands-on DevOps guide for building production-grade workflows using modern cloud-native tools and platforms. Starting with core DevOps and cloud concepts, this book helps you set up your workstation, master Git and Docker, and provision infrastructure using Terraform. You’ll build complete CI/CD pipelines with GitHub Actions, automate cloud deployments, and orchestrate containerized applications with Kubernetes and Helm. As you progress, you’ll implement DevSecOps practices, integrate monitoring, logging, and observability, and secure cloud environments using IAM, secrets management, and network controls. Advanced chapters cover reliability engineering, cost optimization, GitOps, FinOps, platform engineering, and AIOps. Packed with hands-on labs, real-world workflows, and automation-driven examples, this cloud DevOps engineer guide prepares you to run modern cloud systems with confidence and grow your career in an AI-powered cloud era.

4659
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EBOOK

The Cloud FinOps Playbook for Google Cloud. A practical guide to adopt, build, and scale Cloud FinOps

Eric Lam, Pathik Sharma, Bruce Warner

Google Cloud Platform offers significant scalability, but managing costs effectively is critical to realizing its value. The Cloud FinOps Playbook for Google Cloud is a practical guide to managing cloud spend and driving financial accountability on GCP.Written for cloud architects, FinOps professionals, and platform engineers, this book connects core FinOps principles to the GCP ecosystem. You'll start with the foundations of cloud economics and GCP's billing structure, then build skills in cost allocation, budget management, usage monitoring with BigQuery and Looker Studio, and savings identification using the Google Cloud FinOps Hub.The book also covers the dual role of AI in FinOps, that is, using AI for FinOps through agentic cost management, and applying FinOps for AI by establishing cost governance over AI workloads. You'll build automation for reporting and forecasting, implement quota guardrails, and drive financial accountability across engineering, finance, and operations teams.By the end of this book, you'll be equipped to build a mature, automated, and collaborative FinOps practice on Google Cloud.

4660
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EBOOK

The Complete Guide to Adobe Premiere Pro 2025. Master video editing with expert tips, techniques, and workflows

Najihah Najlaa

Learn from an Adobe Certified Expert who has guided over 500 students to professional certification—master the proven techniques and insider secrets that turn beginners into confident video editors with this definitive resource covering the latest version of Adobe Premiere Pro. This book takes you through the fundamental concepts and tools in Premiere Pro, introducing essential techniques and advanced editing strategies to elevate your video projects.You’ll master Premier Pro 2025 from the ground up as you explore its interface and fundamental editing tools. Through hands-on lessons, you’ll get to grips with core techniques for working with video and audio, organizing assets, and applying stunning effects and build your skillset to include advanced skills color grading, color correction, transitions and effects, and refining audio quality using the Essential Sound panel. You’ll also learn editing techniques like compositing and multicam editing used by professionals. Beyond tools and techniques, the book emphasizes video editing best practices for project planning, structuring workflows, troubleshooting, and avoiding common mistakes.Whether you're creating content for media aspiring to edit feature films, this guide will give you the confidence to undertake any video project and bring your creative vision to life.

4661
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EBOOK

The Complete Guide to DAZ Studio 4. Bring your 3D characters to life with DAZ Studio

Paolo Ciccone

¬ŃWhile 3D technology can be intimidating, DAZ Studio provides a perfect entry point for anybody interested in it. DAZ Studio is designed to empower the readers with tools to manipulate ready to use models and figures. With DAZ Studio, you can use thousands of pre-made 3D models and create fantastic scenes without any hassle. Embark on a journey through the amazing world of 3Ddesigning and create great 3D art with DAZ Studio. This book will show you the way!The Complete Guide to DAZ Studio 4 shows you how to effectively use DAZ Studio 4 from start to finish. This guide takes you on a fun journey into the world of 3D art with DAZ Studio. Using everyday situations and practical examples, this book leads you from understanding the basics of 3D to the exploration of all the relevant topics, including posing, lighting, rendering, and content installation. You will follow step-by-step examples that will show you how to create great 3D art with fun and ease.With a free download code for Dawn: the brand new and hugely anticipated 3D figure by Hivewire3D and two free environments by renowned 3D artist Jack Tomalin, this book is a must-read for all aspiring 3D artists.

4662
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EBOOK

The Complete Metasploit Guide. Explore effective penetration testing techniques with Metasploit

Sagar Rahalkar, Nipun Jaswal

Most businesses today are driven by their IT infrastructure, and the tiniest crack in this IT network can bring down the entire business. Metasploit is a pentesting network that can validate your system by performing elaborate penetration tests using the Metasploit Framework to secure your infrastructure.This Learning Path introduces you to the basic functionalities and applications of Metasploit. Throughout this book, you’ll learn different techniques for programming Metasploit modules to validate services such as databases, fingerprinting, and scanning. You’ll get to grips with post exploitation and write quick scripts to gather information from exploited systems. As you progress, you’ll delve into real-world scenarios where performing penetration tests are a challenge. With the help of these case studies, you’ll explore client-side attacks using Metasploit and a variety of scripts built on the Metasploit Framework.By the end of this Learning Path, you’ll have the skills required to identify system vulnerabilities by using thorough testing.This Learning Path includes content from the following Packt products:Metasploit for Beginners by Sagar RahalkarMastering Metasploit - Third Edition by Nipun Jaswal

4663
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EBOOK

The Complete Power BI Interview Guide. A modern approach to acing the data analyst interview and landing your dream job

Sandielly Ortega Polanco, Gogula Aryalingam, Abu Bakar...

The Complete Power Interview Guide helps you excel in a Power BI interview, secure desired roles, and be ready with the knowledge and skills to ace your role from the first day. Whether you're beginning your career journey or transitioning into a data analytics role, this guide offers hands-on skills and interview questions you need to succeed as a BI or data analyst. This book also offers supplemental content for PowerBI certification exams like PL-300. The book will equip you with the knowledge and strategies to effectively navigate the competitive job market. From creating an outstanding online professional profile to optimizing your resume and building a compelling work portfolio, you'll learn how to establish a strong personal brand. The essentials of Power BI, including data preparation, data modeling, DAX programming, expert report development, and impactful storytelling, are covered in-depth through real-world examples and valuable tips.By the end of this book, you'll have the confidence to interview for Power BI roles, navigate technical assessments, answer behavioral questions, and tackle case studies. You’ll have gained applied knowledge and the competitive edge needed to succeed in the data analytics job market and stay ahead of industry trends for career advancement.

4664
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EBOOK

The Computer Vision Workshop. Develop the skills you need to use computer vision algorithms in your own artificial intelligence projects

Hafsa Asad , Vishwesh Ravi Shrimali ,...

Computer Vision (CV) has become an important aspect of AI technology. From driverless cars to medical diagnostics and monitoring the health of crops to fraud detection in banking, computer vision is used across all domains to automate tasks. The Computer Vision Workshop will help you understand how computers master the art of processing digital images and videos to mimic human activities.Starting with an introduction to the OpenCV library, you'll learn how to write your first script using basic image processing operations. You'll then get to grips with essential image and video processing techniques such as histograms, contours, and face processing. As you progress, you'll become familiar with advanced computer vision and deep learning concepts, such as object detection, tracking, and recognition, and finally shift your focus from 2D to 3D visualization. This CV course will enable you to experiment with camera calibration and explore both passive and active canonical 3D reconstruction methods.By the end of this book, you'll have developed the practical skills necessary for building powerful applications to solve computer vision problems.

4665
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EBOOK

The Creation of a Conscious Machine. The AI Quest: Building Awareness with Advanced Artificial Intelligence Technologies

Mercury Learning and Information, Jean E. Tardy

This book delves into Generative AI and the potential for AI to achieve consciousness. It covers historical and modern perspectives on AI, from ancient myths to the Turing Test and current advancements. The book explores the theoretical and practical aspects of creating a conscious AI, including specifications for synthetic consciousness and integrating AI with human cognition. It questions whether generative AI can meet traditional criteria of consciousness.The journey begins with understanding consciousness, tracing AI's origins, and clarifying human cognition through AI. It examines early AI failures, fears of success, and the engineering of consciousness. The book also explores archaic AI representations, the intelligence of automatons, and the relevance of the Turing Test, concluding with strategies for achieving synthetic consciousness.These concepts are crucial for advancing AI towards synthetic consciousness. This book transitions readers from historical perspectives to modern AI challenges, blending theory with practical insights. It is an essential resource for understanding the future of AI and its potential to achieve consciousness.

4666
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EBOOK

The Definitive Guide to Data Integration. Unlock the power of data integration to efficiently manage, transform, and analyze data

Pierre-Yves BONNEFOY, Emeric CHAIZE, Raphaël MANSUY, Mehdi...

The Definitive Guide to Data Integration is an indispensable resource for navigating the complexities of modern data integration. Focusing on the latest tools, techniques, and best practices, this guide helps you master data integration and unleash the full potential of your data.This comprehensive guide begins by examining the challenges and key concepts of data integration, such as managing huge volumes of data and dealing with the different data types. You’ll gain a deep understanding of the modern data stack and its architecture, as well as the pivotal role of open-source technologies in shaping the data landscape. Delving into the layers of the modern data stack, you’ll cover data sources, types, storage, integration techniques, transformation, and processing. The book also offers insights into data exposition and APIs, ingestion and storage strategies, data preparation and analysis, workflow management, monitoring, data quality, and governance. Packed with practical use cases, real-world examples, and a glimpse into the future of data integration, The Definitive Guide to Data Integration is an essential resource for data eclectics.By the end of this book, you’ll have the gained the knowledge and skills needed to optimize your data usage and excel in the ever-evolving world of data.

4667
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EBOOK

The Definitive Guide to Microsoft Fabric. From discovery to building a unified, secure, and scalable data platform

Christopher Maneu, Emilie Beau, Jean-Pierre Riehl, Romain...

Microsoft Fabric is reshaping how organizations manage, analyze, and act on data by unifying ingestion, storage, transformation, analytics, AI, and visualization in a single platform.The Definitive Guide to Microsoft Fabric takes you from your very first workspace to building a secure, scalable, and future-proof analytics environment. You’ll learn how to unify data in OneLake, design data meshes, transform and model data, implement real-time analytics, and integrate AI capabilities. The book also covers advanced topics, such as governance, security, cost optimization, and team collaboration using DevOps and DataOps principles. Drawing on the real-world expertise of five seasoned professionals who have built and advised on platforms for startups, SMEs, and Europe’s largest enterprises, this book blends strategic insight with practical guidance.By the end of this book, you’ll have gained the knowledge and skills to design, deploy, and operate a Microsoft Fabric platform that delivers sustainable business value.

4668
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EBOOK

The Definitive Guide to Modernizing Applications on Google Cloud. The what, why, and how of application modernization on Google Cloud

Steve (Satish) Sangapu, Dheeraj Panyam, Jason Marston

Legacy applications, which comprise 75–80% of all enterprise applications, often end up being stuck in data centers. Modernizing these applications to make them cloud-native enables them to scale in a cloud environment without taking months or years to start seeing the benefits. This book will help software developers and solutions architects to modernize their applications on Google Cloud and transform them into cloud-native applications.This book helps you to build on your existing knowledge of enterprise application development and takes you on a journey through the six Rs: rehosting, replatforming, rearchitecting, repurchasing, retiring, and retaining. You'll learn how to modernize a legacy enterprise application on Google Cloud and build on existing assets and skills effectively. Taking an iterative and incremental approach to modernization, the book introduces the main services in Google Cloud in an easy-to-understand way that can be applied immediately to an application.By the end of this Google Cloud book, you'll have learned how to modernize a legacy enterprise application by exploring various interim architectures and tooling to develop a cloud-native microservices-based application.

4669
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EBOOK

The Definitive Guide to OpenSearch. Discover advanced techniques and best practices for efficient search and analytics with OpenSearch

Jon Handler, Soujanya Konka, Prashant Agrawal, Grant...

From seasoned data professionals managing billions of records to aspiring analysts exploring diverse datasets, this guide is for users at all levels who want to make the most of OpenSearch's capabilities and functionalities. Written by distinguished AWS Solutions Architects Jon Handler, Ph.D., a former search engine developer, Prashant Agrawal, a search specialist, and Soujanya Konka, an expert in large-scale data migrations, this guide brings together deep technical expertise with practical, hands-on knowledge of implementing OpenSearch in real-world scenarios.Starting with an introduction to OpenSearch, you’ll get to grips with the key features before delving into essential topics such as installing OpenSearch, ingesting data, crafting queries, visualizing results, ensuring security, and optimizing performance. Each concept is accompanied by practical examples and tutorials, allowing you to grasp the material through hands-on experience.Keeping up with OpenSearch’s new releases and updates, this book equips you to fully leverage its potential through real-world scenarios and examples that demonstrate how OpenSearch works.Whether enhancing your search experience or extracting insightful analytics from data, The Definitive Guide to OpenSearch provides developers, engineers, data scientists, and system administrators with the tools needed to thrive.

4670
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EBOOK

The DevOps 2.1 Toolkit: Docker Swarm. The next level of building reliable and scalable software unleashed

Viktor Farcic

Viktor Farcic's latest book, The DevOps 2.1 Toolkit: Docker Swarm, takes you deeper into one of the major subjects of his international best seller, The DevOps 2.0 Toolkit, and shows you how to successfully integrate Docker Swarm into your DevOps toolset.Viktor shares with you his expert knowledge in all aspects of building, testing, deploying, and monitoring services inside Docker Swarm clusters. You'll go through all the tools required for running a cluster. You'll travel through the whole process with clusters running locally on a laptop. Once you're confident with that outcome, Viktor shows you how to translate your experience to different hosting providers like AWS, Azure, and DigitalOcean. Viktor has updated his DevOps 2.0 framework in this book to use the latest and greatest features and techniques introduced in Docker. We'll go through many practices and even more tools. While there will be a lot of theory, this is a hands-on book. You won't be able to complete it by reading it on the metro on your way to work. You'll have to read this book while in front of the computer and get your hands dirty.

4671
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EBOOK

The DevOps 2.2 Toolkit. Self-Sufficient Docker Clusters

Viktor Farcic

Building on The DevOps 2.0 Toolkit and The DevOps 2.1 Toolkit: Docker Swarm, Viktor Farcic brings his latest exploration of the Docker technology as he records his journey to explore two new programs, self-adaptive and self-healing systems within Docker. The DevOps 2.2 Toolkit: Self-Sufficient Docker Clusters is the latest book in Viktor Farcic’s series that helps you build a full DevOps Toolkit. This book in the series looks at Docker, the tool designed to make it easier in the creation and running of applications using containers. In this latest entry, Viktor combines theory with a hands-on approach to guide you through the process of creating self-adaptive and self-healing systems. Within this book, Viktor will cover a wide-range of emerging topics, including what exactly self-adaptive and self-healing systems are, how to choose a solution for metrics storage and query, the creation of cluster-wide alerts and what a successful self-sufficient system blueprint looks like. Work with Viktor and dive into the creation of self-adaptive and self-healing systems within Docker.

4672
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EBOOK

The DevOps 2.3 Toolkit. Kubernetes: Deploying and managing highly-available and fault-tolerant applications at scale

Viktor Farcic

Building on The DevOps 2.0 Toolkit, The DevOps 2.1 Toolkit: Docker Swarm, and The DevOps 2.2 Toolkit: Self-Sufficient Docker Clusters, Viktor Farcic brings his latest exploration of the DevOps Toolkit as he takes you on a journey to explore the features of Kubernetes.The DevOps 2.3 Toolkit: Kubernetes is a book in the series that helps you build a full DevOps Toolkit. This book in the series looks at Kubernetes, the tool designed to, among other roles, make it easier in the creation and deployment of highly available and fault-tolerant applications at scale, with zero downtime.Within this book, Viktor will cover a wide range of emerging topics, including what exactly Kubernetes is, how to use both first and third-party add-ons for projects, and how to get the skills to be able to call yourself a “Kubernetes ninja.” Work with Viktor and dive into the creation and exploration of Kubernetes with a series of hands-on guides.

4673
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EBOOK

The DevOps Projects Handbook. Launch your DevOps career with 90 days of hands-on projects in automation, cloud, and CI/CD

Michael Cade

DevOps Projects is a hands-on, project-driven guide designed to help system administrators and aspiring engineers transition into modern DevOps roles. Instead of focusing only on theory, this book takes you through 90 days of practical projects that mirror real-world DevOps workflows used by high-performing engineering teams.You’ll begin by building strong foundations in Linux, Git, and DevOps principles, then move into Infrastructure as Code with Terraform and configuration management with Ansible. As your journey progresses, you’ll containerize applications using Docker, deploy them to Kubernetes, and integrate cloud-native services and databases. The book emphasizes learning by doing. Each chapter builds on the previous one, guiding you through setting up CI/CD pipelines with Jenkins, GitHub Actions, and GitOps workflows using ArgoCD. You’ll automate builds, testing, deployments, and infrastructure provisioning, creating working artifacts that reflect what DevOps engineers build every day.By the final chapters, you’ll design and deploy a full-stack, production-style application using modern DevOps tooling, bringing together infrastructure automation, containers, orchestration, and continuous delivery.

4674
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EBOOK

The Embedded Linux Security Handbook. Fortify your embedded Linux systems from design to deployment

Matt St. Onge, Rama Krishnan

As embedded Linux systems power countless devices in our daily lives, they’ve become prime targets for cyberattacks. In this in-depth guide to safeguarding your Linux devices, the author leverages his 30+ years of technology experience to help you mitigate the risks associated with hardware and software vulnerabilities.This book introduces you to the world of embedded systems, the brains behind your everyday appliances. It takes you through the different types of embedded systems, their uses, and the platforms they run on, while addressing their unique security challenges and support considerations. You’ll learn how to build a successful, secure, and user-friendly solution by exploring the critical hardware and software components that form the foundation of a secure appliance. We won't forget the human element either; you'll find out how to configure your system to prevent user errors and maintain its integrity. The book lets you put your newfound knowledge into action, guiding you through designing a robust build chain that supports the entire life cycle of your appliance solution, enabling seamless updates without your direct involvement.By the end of this book, you’ll be able to adapt your appliance to the ever-evolving threat landscape, ensuring its continued security and functionality in real-world conditions.

4675
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EBOOK

The FPGA Programming Handbook. An essential guide to FPGA design for transforming ideas into hardware using SystemVerilog and VHDL - Second Edition

Frank Bruno, Guy Eschemann

In today's tech-driven world, Field Programmable Gate Arrays (FPGAs) are foundation of many modern systems. Transforming ideas into reality demands a deep dive into FPGA architecture, tools, and design principles. This FPGA book is your essential companion to FPGA development with SystemVerilog and VHDL, tailored for both beginners and those looking to expand their knowledge.In this edition, you will gain versatility in FPGA design, opening doors to diverse opportunities and projects in the field. Go beyond theory with structured, hands-on projects, starting from simple LED control and progressing to advanced microcontroller applications, highly sought after in today's FPGA job market. You will go from basic Boolean logic circuits to a resource-optimized calculator, showcasing your hardware design prowess. Elevate your knowledge by designing a VGA controller, demonstrating your ability to synthesize complex hardware systems. Use this handbook as your FPGA development guide, mastering intricacies, igniting creativity, and emerging with the expertise to craft hardware circuits using SystemVerilog and VHDL. This isn't just another technical manual; it's your exhilarating journey to master both theory and practice, accelerating your FPGA design skills to soaring new heights.Grab your copy today and start this exciting journey!

4676
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EBOOK

The Future of Finance with ChatGPT and Power BI. Transform your trading, investing, and financial reporting with ChatGPT and Power BI

James Bryant, Aloke Mukherjee

In today's rapidly evolving economic landscape, the combination of finance, analytics, and artificial intelligence (AI) heralds a new era of decision-making. Finance and data analytics along with AI can no longer be seen as separate disciplines and professionals have to be comfortable in both in order to be successful. This book combines finance concepts, visualizations through Power BI and the application of AI and ChatGPT to provide a more holistic perspective.After a brief introduction to finance and Power BI, you will begin with Tesla's data-driven financial tactics before moving to John Deere's AgTech strides, all through the lens of AI. Salesforce's adaptation to the AI revolution offers profound insights, while Moderna's navigation through the biotech frontier during the pandemic showcases the agility of AI-focused companies. Learn from Silicon Valley Bank's demise, and prepare for CrowdStrike's defensive maneuvers against cyber threats. With each chapter, you'll gain mastery over new investing ideas, Power BI tools, and integrate ChatGPT into your workflows.This book is an indispensable ally for anyone looking to thrive in the financial sector. By the end of this book, you'll be able to transform your approach to investing and trading by blending AI-driven analysis, data visualization, and real-world applications.

4677
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EBOOK

The Generative AI Career Masterplan. Navigate the future of AI with practical insights from industry pioneers at AI-first organizations

Dr. Ali Arsanjani, Sadid Hasan, Maxime Labonne,...

This book is a landmark publication, the first-ever collaborative guide authored by a powerhouse lineup of industry leaders from Google, Microsoft, IBM and Liquid AI. This all-in-one resource demystifies the Agentic AI revolution and delivers a practical, career-centered framework for every professional, from graduates to senior executives.You'll start by understanding Gen AI's impact on the job market and decoding core concepts like LLMs, transformers, and prompt engineering. With detailed role descriptions and leveling matrices to identify and build a roadmap tailored to your background.Next, dive into the Gen AI tech stack: RAG architectures, vector databases, function calling, multi-agent systems, and LLMOps. Explore essential frameworks including LangChain, LlamaIndex, Haystack, & Hugging Face, learning when and how to apply each tool effectively. Beyond technical skills, you'll cultivate the human advantages AI cannot replicate, critical thinking, adaptability, creativity, and ethical judgment. Real-world use cases span finance, healthcare, software development, and marketing, demonstrating how Gen AI transforms industries.More than a technical guide, this is a career transformation blueprint. It integrates practical frameworks for skill development, job search strategies, and personal branding in an AI-augmented world.

4678
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EBOOK

The GitHub Copilot Handbook. A practical guide to transforming the software development life cycle with GitHub Copilot

Rob Bos, Randy Pagels, April Yoho

Cross-functional product teams are under constant pressure to build and ship faster, but too much time is lost to manual coding, slow reviews, and fragmented workflows. GitHub Copilot streamlines day-to-day coding so your team can focus on delivering value to users while maintaining high quality on real projects.Written by industry experts Rob Bos and Randy Pagels, this book shows how GitHub Copilot supports your work from start to finish. You’ll learn how to turn ideas into tasks, write code with fewer hiccups, spot problems earlier, and understand errors when things go wrong. You’ll also see how Copilot suggests improvements in pull requests and helps fix common build issues, enabling teams to keep moving and ship with confidence.You’ll integrate GitHub Copilot into daily routines, share it across roles, and make it stick with simple checklists and clear examples. You’ll also track what works, set guardrails, and build an internal community.By the end, you’ll know when GitHub Copilot helps – and when it doesn’t – and you’ll be ready to write, review, and ship code with confidence on real projects.*Email sign-up and proof of purchase required

4679
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EBOOK

The Go Workshop. Learn to write clean, efficient code and build high-performance applications with Go

Delio D'Anna , Andrew Hayes , Sam...

The Go Workshop will take the pain out of learning the Go programming language (also known as Golang). It is designed to teach you to be productive in building real-world software. Presented in an engaging, hands-on way, this book focuses on the features of Go that are used by professionals in their everyday work.Each concept is broken down, clearly explained, and followed up with activities to test your knowledge and build your practical skills.Your first steps will involve mastering Go syntax, working with variables and operators, and using core and complex types to hold data. Moving ahead, you will build your understanding of programming logic and implement Go algorithms to construct useful functions.As you progress, you'll discover how to handle errors, debug code to troubleshoot your applications, and implement polymorphism using interfaces. The later chapters will then teach you how to manage files, connect to a database, work with HTTP servers and REST APIs, and make use of concurrent programming.Throughout this Workshop, you'll work on a series of mini projects, including a shopping cart, a loan calculator, a working hours tracker, a web page counter, a code checker, and a user authentication system.By the end of this book, you'll have the knowledge and confidence to tackle your own ambitious projects with Go.

4680
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EBOOK

The Handbook of NLP with Gensim. Leverage topic modeling to uncover hidden patterns, themes, and valuable insights within textual data

Chris Kuo

Navigating the terrain of NLP research and applying it practically can be a formidable task made easy with The Handbook of NLP with Gensim. This book demystifies NLP and equips you with hands-on strategies spanning healthcare, e-commerce, finance, and more to enable you to leverage Gensim in real-world scenarios.You’ll begin by exploring motives and techniques for extracting text information like bag-of-words, TF-IDF, and word embeddings. This book will then guide you on topic modeling using methods such as Latent Semantic Analysis (LSA) for dimensionality reduction and discovering latent semantic relationships in text data, Latent Dirichlet Allocation (LDA) for probabilistic topic modeling, and Ensemble LDA to enhance topic modeling stability and accuracy.Next, you’ll learn text summarization techniques with Word2Vec and Doc2Vec to build the modeling pipeline and optimize models using hyperparameters. As you get acquainted with practical applications in various industries, this book will inspire you to design innovative projects. Alongside topic modeling, you’ll also explore named entity handling and NER tools, modeling procedures, and tools for effective topic modeling applications.By the end of this book, you’ll have mastered the techniques essential to create applications with Gensim and integrate NLP into your business processes.