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Big data and analytics is an indispensable guide that navigates the complex data management and analysis. This comprehensive book covers the core principles, processes, and tools, ensuring readers grasp the essentials and progress to advanced applications. It will help you understand the different analysis types like descriptive, predictive, and prescriptive. Learn about NoSQL databases and their benefits over SQL. The book centers on Hadoop, explaining its features, versions, and main components like HDFS (storage) and MapReduce (processing). Explore MapReduce and YARN for efficient data processing. Gain insights into MongoDB and Hive, popular tools in the big data landscape.

Master PHP fundamentals for efficient web developmentDESCRIPTION This book covers a wide range of topics starting with the introduction of web applications, including client-side and server-side scripting, different categories of web applications, and the installation process of popular server environments like WAMP, LAMP, XAMPP, and MAMP. The book contains the basics of PHP, including its history, features, and advantages, with setting up a PHP development environment. It covers PHP basics like variables, constants, data types, operators, control structures, and functions, providing a solid foundation for web development.Next, you will learn about forms, user input, cookies, and sessions, creating web pages with GUI components, validating user input both client-side and server-side, and handling cookies and sessions in PHP. It also covers PHP strings, file handling, and database operations, including connecting to a MySQL database and using database handling functions. Lastly, you will get the hang of object-oriented programming, security, debugging, and performance optimization using PHP frameworks and working with APIs and web services. WHAT YOU WILL LEARN¿ Web application structure and features.¿ Setting up the PHP development environment.¿ PHP basics like variables, data types, and operators.¿ PHP arrays, strings, files, and databases.¿ Web forms, user input validation, and cookie handling.¿ Implementing advanced PHP concepts like OOP, security, and best practices.WHO THIS BOOK IS FORThe book is tailored for beginners with a desire to learn PHP and build interactive websites from scratch, and web developers or programmers who are looking to deepen their understanding of PHP.

From goals to product to investors¿¿DESCRIPTION This book has been written for budding startup founders. Startups are complex organizations, and it becomes very difficult to succeed without knowing the startup best practices. The book teaches startup best practices in a simple and concise manner.The book covers best practices related to startup lifecycle, product management, co-founder management, core team recruitment, startup funding, pitch deck creation and much more. It also covers the best practices, that the author learned while working under the famous entrepreneur Vijay Shekhar Sharma, founder of Paytm.A must read for any budding entrepreneur, the book is an easy-to-understand guide on various best practices an entrepreneur needs to follow, across the stages in the startup lifecycle. It tries to make every topic interesting and easy to learn using the techniques of visual thinking.WHAT YOU WILL LEARN¿ Understand startup best practices.¿ Understand product management.¿ Understand issues in human resource management for startups.¿ Understand startup investors.¿ Create a good pitch deck.WHO THIS BOOK IS FORThis book has been written for the budding entrepreneurs who want to learn startup best practices. No prior knowledge of any kind is required to understand the book.

Where algorithms dance and ideas ignite: Welcome to the rhythm of the codeDESCRIPTION Beginners in the programming world often wander to get some essential books to learn logic building with the help of algorithms, flowcharts, and minor C/Python language code. Addressing this demand, the book features over 100 solved programming questions thoughtfully arranged in incremental order of difficulty. The main objective of the book is to trigger and nurture logic-building skills among the students. The book is structured to introduce concepts gradually, ensuring a smooth learning curve. This guide gets you ready for any programming challenge, starting from simple input/output to tackling complex problem-solving. Learn decision-making with if-else, automate with loops, and understand logic using Python and C examples. Master algorithms, flowcharts, and creative thinking. Apply your skills to real-world problems and turn them into solutions.This book will help the readers develop a well-rounded skill set covering flowcharts, algorithmic thinking, and practical implementation in both C and Python languages. It will provide a holistic foundation for anyone aspiring to become proficient in coding.WHAT YOU WILL LEARN¿ Learn programming comprehensively, from basics to advanced levels.¿ Translate problem-solving methods into systematic flowcharts.¿ Build a solid foundation in algorithmic design and problem-solving.¿ Master intermediate and advanced programming techniques.¿ Gain hands-on coding experience in C and Python languages.WHO THIS BOOK IS FORThe book is tailored for entry-level college and university students eager to learn coding skills. The book is also beneficial for students and self-learners eager to crack the code to effective problem-solving.

Mastering the art of leveraging IoT for industry transformation¿DESCRIPTION In the world of industrial manufacturing and supply chain, the lack of real-time visibility and insights into processes poses a significant challenge. However, IoT is set to bring about a profound transformation. This technological revolution promises efficiency gains, operational optimization, and unprecedented business insights.Step into the world of Industry 4.0 and 5.0 with IoT and discover how it revolutionizes production and logistics. Learn about real-time monitoring, predictive maintenance, and quality control while ensuring a secure IoT infrastructure. Explore practical examples in manufacturing, including smart factories, personalized transit, and sustainability practices. Use the potential of AI, predictive analytics, and 3D printing to align your IoT strategies with business goals for enhanced performance. Completing this book equips readers to excel in leveraging IoT for industrial manufacturing and supply chain advancements. They will master IoT concepts, optimize processes, and handle integration challenges. With the acquired knowledge, readers can develop strong IoT strategies, assess project outcomes effectively, and introduce significant improvements to their manufacturing and supply chain operations.WHAT YOU WILL LEARN¿ Understanding IoT's role in advanced manufacturing and supply chain.¿ Applying IoT for real-time monitoring and predictive maintenance.¿ Enhancing production efficiency through IoT-driven solutions.¿ Leveraging IoT for supply chain optimization and transparency.¿ Overcoming IoT implementation challenges and ensuring security.¿ Exploring the future possibilities of IoT and AI in manufacturing.WHO THIS BOOK IS FORThis book is intended for manufacturing, supply chain management, and IoT specialists and enthusiasts with intermediate to advanced knowledge of IoT and its industrial applications.

Take your career to the next level by becoming an ISC2 certified cloud security professional (CCSP)¿DESCRIPTION Cloud security is a rapidly evolving field, demanding professionals with specialized knowledge and expertise. This book equips you with the foundational understanding and practical skills necessary to excel in this critical domain, preparing you to confidently pass the CCSP exam.Discover cloud computing basics, security, and risk management in this book. Learn about data security intricacies, infrastructure protection, and secure configuration. Proactively manage risks with vulnerability assessments, threat mitigation, and incident response. Understand legal and privacy considerations, including international regulations. Dive into identity and access management using tools like SSO and CASBs. Explore cloud application architecture, incorporating security tools like WAFs and API gateways. Get ready for certifications like CCSP with dedicated exam preparation sections. Arm yourself with the knowledge and practical skills cultivated throughout this guide. Confidently navigate the ever-evolving landscape, tackle real-world challenges, and stand out as a CCSP certified professional.WHAT YOU WILL LEARN¿ You will learn about cloud concepts, secure architectures, and secure design.¿ You will learn how to secure data, applications, and infrastructure in the cloud.¿ Understand data residency and legal considerations for cloud data storage.¿ Implement risk management frameworks for cloud environments.¿ You will learn to navigate laws and regulations, manage risk, and ensure compliance.WHO THIS BOOK IS FORThis book is intended for security architects, security consultants, security engineers, security analysts, cloud architects, cloud engineers, cloud consultants, cloud administrators, cloud security analysts, and professional cloud developers who wish to secure cloud environments, architectures, designs, applications, and operations.

Unlock the power of automation: Master PowerShell in just 7 days¿DESCRIPTION "PowerShell in 7 Days" covers the fundamentals of PowerShell, its syntax, and its scripting capabilities concisely yet comprehensively. It is a practical toolkit that empowers busy IT professionals to become proficient PowerShell users. You can become capable of automating tasks and managing systems more efficiently within a week. Examine its history, versions, and various use cases before examining installation options for different platforms. Master modules, providers, commands, and pipelines to craft efficient scripts. Build reusable functions, control script flow with looping and error handling, and create scripts with diverse outputs. Use PowerShell remoting to manage systems remotely. Manage on-premises services like Active Directory and optimize performance by troubleshooting common issues. Finally, explore advanced functionalities like security best practices and signing scripts for confident use. By the end of the book, readers will have a solid understanding of working with both local and remote data, troubleshooting common issues using PowerShell, and writing scripts that save time and enhance productivity. Readers can transform their approach to tasks and challenges in their job roles, optimizing processes and deploying solutions quickly and effectively.WHAT YOU WILL LEARN¿ Master the basics of PowerShell syntax and command execution.¿ Develop custom scripts for automation and system tasks.¿ Efficiently manage and manipulate both local and remote data.¿ Apply PowerShell for effective troubleshooting and problem-solving in real-world scenarios.¿ Create advanced functions to streamline daily IT operations.WHO THIS BOOK IS FORThis book is ideal for IT professionals, system administrators, and tech enthusiasts keen on learning PowerShell. Basic familiarity with Windows operating systems and a keen interest in automation and scripting are recommended for readers.

Master the world's most dominant programming languageDESCRIPTION JavaScript Masterclass is your comprehensive guide to mastering the most used language of the web. This book enables you to build dynamic websites, create interactive experiences, and level up your web development skills by taking you on a journey through the world of JavaScript.Starting with the basics, you will explore JavaScript's syntax, data types, and control structures. Learn about the latest language features in ES2022, object-oriented programming, and asynchronous programming. Dive deep into functions, closures, and modules, and gain a solid understanding of the often-tricky 'this' keyword. Discover the power of coercion. Explore advanced object concepts and how to work with popular frameworks like React and Vue. Test and debug your code effectively and optimize it for performance. Finally, go beyond tools and extensions to learn about code optimization, tool selection, collaboration, and emerging trends in JavaScript development. Whether you are a beginner or an experienced developer, this book equips you with the knowledge and skills to become a JavaScript master.WHAT YOU WILL LEARN¿ Master JavaScript's core concepts, syntax, and data types.¿ Apply the latest ES2022 features for more efficient coding.¿ Tackle complex challenges with OOPs principles and asynchronous techniques.¿ Create modular and maintainable code with closures and modules.¿ Build real-world projects using popular frameworks like React and Vue.WHO THIS BOOK IS FORThis book is tailored for aspiring and experienced front-end designer crafting interactive experiences or a back-end developer building dynamic server-side applications and JavaScript developers looking to deepen their understanding and proficiency.

Crack the DevSecOps interviews¿¿DESCRIPTION DevOps took shape after the rapid evolution of agile methodologies and tools for managing different aspects of software development and IT operations. This resulted in a cultural shift and quick adoption of new methodologies and tools.Start with the core principles of integrating security throughout software development lifecycles. Dive deep into application security, tackling vulnerabilities, and tools like JWT and OAuth. Subjugate multi-cloud infrastructure with DevSecOps on AWS, GCP, and Azure. Secure containerized applications by understanding vulnerabilities, patching, and best practices for Docker and Kubernetes. Automate and integrate your security with powerful tools. The book aims to provide a range of use cases, practical tips, and answers to a comprehensive list of 150+ questions drawn from software team war rooms and interview sessions.After reading the book, you can confidently respond to questions on DevSecOps in interviews and work in a DevSecOps team effectively.WHAT YOU WILL LEARN¿ Seamlessly integrate security into your software development lifecycle.¿ Address vulnerabilities and explore mitigation strategies.¿ Master DevSecOps on AWS, GCP, and Azure, ensuring safety across cloud platforms.¿ Learn about patching techniques and best practices for Docker and Kubernetes.¿ Use powerful tools to centralize and streamline security management, boosting efficiency.WHO THIS BOOK IS FORThis book is tailored for DevOps engineers, project managers, product managers, system implementation engineers, release managers, software developers, and system architects.

Turn raw data into meaningful solutions¿DESCRIPTION Learn Data Science from Scratch equips you with the essential tools and techniques, from Python libraries to machine learning algorithms, to tackle real-world problems and make informed decisions.This book provides a thorough exploration of essential data science concepts, tools, and techniques. Starting with the fundamentals of data science, you will progress through data collection, web scraping, data exploration and visualization, and data cleaning and pre-processing. You will build the required foundation in statistics and probability before diving into machine learning algorithms, deep learning, natural language processing, recommender systems, and data storage systems. With hands-on examples and practical advice, each chapter offers valuable insights and key takeaways, empowering you to master the art of data-driven decision making.By the end of this book, you will be well-equipped with the essential skills and knowledge to navigate the exciting world of data science. You will be able to collect, analyze, and interpret data, build and evaluate machine learning models, and effectively communicate your findings, making you a valuable asset in any data-driven environment.WHAT YOU WILL LEARN¿ Master key data science tools like Python, NumPy, Pandas, and more.¿ Build a strong foundation in statistics and probability for data analysis.¿ Learn and apply machine learning, from regression to deep learning.¿ Expertise in NLP and recommender systems for advanced analytics.¿ End-to-end data project from data collection to model deployment, with planning and execution.WHO THIS BOOK IS FORThis book is ideal for beginners with a basic understanding of programming, particularly in Python, and a foundational knowledge of mathematics. It is well-suited for aspiring data scientists and analysts.

Start your career in Identity and Access Management field by learning about Active Directory and automate your work using PowerShell¿DESCRIPTION "Active Directory and PowerShell for Jobseekers" takes you by the hand, and equips you with essential skills sought after by employers in today's IT landscape.This book walks you through every step of the Active Directory lifecycle, covering design, deployment, configuration, and management. Automation using PowerShell is emphasized, helping you learn how to automate processes with scripts. It begins with Active Directory management, creating a development environment in Azure. In the next stage you get a thorough overview of environment creation, configuration, monitoring, security settings and recovery. With examples presented through both manual steps and automated PowerShell scripts, this book allows readers to choose their preferred method for learning PowerShell automation. Additionally, it also introduces DevOps tools for cloud infrastructure, covering update management, monitoring, security, and automation resources. By the end of this book, you'll be confident and prepared to tackle real-world Active Directory challenges. You will also be able to impress potential employers with your in-demand skills and launch your career as a sought-after IT security specialist. WHAT YOU WILL LEARN¿ Learn about building the AD test environment in Azure.¿ Configure Windows Servers to become AD domain controllers including DNS.¿ Configure Active Directory to support network topology and customers' needs.¿ Secure and automate infrastructure management.¿ Get familiar with interview questions that are related to the AD and PowerShell related jobs market.WHO THIS BOOK IS FORThis book is for junior system administrators or students who would like to learn about Active Directory or for readers who want to become Active Directory engineers.

Dive into the endless possibilities of data structures and algorithms and have fun doing it¿DESCRIPTION Go, designed by Google, is a modern, open-source language known for its simplicity, readability, and efficiency. It excels at building web applications, network tools, and cloud services. Its clear syntax and built-in concurrency features make it a popular choice for modern developers.This guide simplifies the basics by introducing arrays, lists, stacks, queues, maps, trees, and graphs in a practical way. Get hands-on experience, understand essential operations, and compare strengths and weaknesses. Perfect your skills with searching, sorting, and efficient data retrieval techniques. Traverse graphs and trees with ease, all illustrated in the Go code for real-world application, and conclude with insights for ongoing learning.After reading this book, the reader can determine when and why specific data structures should be used and when an algorithm best fits the actual problem's solution.WHAT YOU WILL LEARN¿ Decide which data structure is the most suitable for a particular problem.¿ Implement different algorithms with the Go programming language.¿ Recognize which algorithm is best suited for certain scenarios.¿ Utilize data structures and algorithm implementations from Go's standard library.¿ Learn how real-life problems can be solved and simulated.WHO THIS BOOK IS FORThe book targets beginners and experienced developers who want to learn how to implement particular algorithms. It is also helpful for developers who wish to expand their knowledge of data structures and algorithms.

Stay prepared for the next wave of technological innovation with VR and AR¿DESCRIPTION Virtual and extended reality technologies have come a long way since their inception, and today, they are poised to change how we work, learn, and interact with the world. From gaming and entertainment to education, healthcare, and beyond, these technologies have the potential to revolutionize many aspects of our lives. Understand the advancement of VR hardware, then master immersive design principles and analyze the powerful role of AI in XR. Explore the frontiers of VR/AR applications, from revolutionizing healthcare with virtual surgery simulations to bringing history to life with interactive AR experiences. Learn the business landscape of VR/AR, perfect the ethical considerations, and gain a deep understanding of the technical workings behind these incredible technologies. With practical guidance on building VR apps in Unity and monetizing your creations.By the end of the book, readers will have a deep understanding of the potential benefits and risks of these technologies, as well as the knowledge and tools needed to build successful VR and AR applications that are both innovative and ethical.WHAT YOU WILL LEARN¿ Understand fundamentals of Immersive technologies like AR, VR, and XR.¿ In-depth understanding of the concepts of presence.¿ Understand the ethical considerations surrounding VR and AR.¿ How VR applications can be built with unity and the scope of monetization.WHO THIS BOOK IS FORThis book is for tech enthusiasts, educators, healthcare professionals, artists, and entrepreneurs alike, offering a captivating journey into the future of immersive technologies.

Supercharge your Python skills: Build stunning apps using Visual Studio Code ¿DESCRIPTION Python is the most user-friendly programming language, and with VS Code, coding becomes even easier. VS Code is a code editor that supports tasks like debugging and version control. This book will help readers enhance basic programming skills, create efficient Python applications with ease, and skip lengthy learning hours for smart development.Utilize the capabilities of Visual Studio Code with this book. From setting up the environment to developing Python applications, this book will help you explore various aspects of Visual Studio Code. Go in-depth with advanced topics like building desktop databases, mastering algorithms, and creating multi-threading applications. The readers will learn to create a Jupyter Dashboard, edit Jupyter Notebooks, master Tkinter GUI, and develop Flask web applications. Explore container work in Azure for a complete understanding of using VS Code in diverse development scenarios.By the end of this book, the readers will become self-reliant coding experts by creating smart solutions. WHAT YOU WILL LEARN¿ Set up and configure Visual Studio Code for Python development.¿ Use top extensions in Visual Studio Code to enhance productivity.¿ Design advanced algorithms and build multi-threading applications.¿ Master GUI development with Tkinter and build Flask-based web applications.¿ Work with containers in Azure for deployment.WHO THIS BOOK IS FORThis book is for developers who may not have prior experience with Python programming, but want to learn Python programming through Visual Studio Code editor for Python development.

How to effectively transition your career into the SRE field¿DESCRIPTION This book is a must-read, providing insights into SRE principles for beginners and experienced professionals. Study the fundamentals and evolution of SRE, gaining a solid foundation for success in today's tech-centric world.Starting with the fundamentals, it expands into the evolution of SRE from traditional IT roles, laying a solid foundation for understanding its pivotal role in today's tech-driven world. The core of the book focuses on practical strategies and advanced techniques. Readers will learn about automating tasks, effective incident management, setting realistic service level objectives, and managing error budgets. These topics are crucial for maintaining system reliability while fostering innovation. Additionally, the book emphasizes performance optimization and scalability, ensuring that systems run smoothly and adapt and grow effectively.High performance SRE emphasizes more than just technical skills. It encourages teamwork, a blame-free culture, and continuous learning, empowering SRE professionals for operational excellence and organizational success.WHAT YOU WILL LEARN¿ Understand core SRE principles and adapt them to various environments.¿ Automate routine tasks for efficiency and error reduction.¿ Efficiently manage and respond to incidents, reducing downtime.¿ Set and manage SLOs and error budgets for balanced development.¿ Optimize system performance and ensure scalability in operations.WHO THIS BOOK IS FORThis book caters to students, application developers, software engineers, system administrators, and anyone who wishes to understand how to have a rewarding career in the field of SRE.

Toolkit for unlocking the power of Amazon RDS and propelling businesses toward success in the digital age¿DESCRIPTION This book is a valuable resource as a practical guide for professionals involved in managing Amazon Relational Database Service (RDS) instances. The book covers the fundamentals of Amazon RDS, configuration best practices, and optimizing performance. With MySQL databases, it explores essential components, AWS Regions, and Availability Zones.Readers will benefit from the detailed discussions on managing and maintaining Amazon RDS MySQL instances, covering topics like stopping and starting DB instances, optimizing settings, handling maintenance updates, and understanding the nuances of reboots. The book emphasizes security considerations and provides a comprehensive guide to storage management, encryption options, backup strategies, and cost optimization.The later chapters delve into advanced topics such as creating and connecting to MySQL databases on Amazon RDS, managing Multi-AZ MySQL DB clusters, and upgrading AWS RDS MySQL. The book also covers comprehensive monitoring techniques, tools, and insights, offering a thorough exploration of CloudWatch metrics, alarms, and event notifications. Throughout the book, best practices, common issues, and troubleshooting tips are provided, making it an indispensable companion for database administrators navigating the complexities of Amazon RDS for MySQL.WHAT YOU WILL LEARN¿ The fundamentals of Amazon RDS and how it simplifies the management of MySQL databases.¿ How to set up, configure, and deploy MySQL instances on Amazon RDS.¿ Best practices for designing highly available and scalable database architectures.¿ Performance optimization techniques to ensure your MySQL databases run efficiently on Amazon RDS.¿ Advanced topics such as replication, security, monitoring, and troubleshooting.WHO THIS BOOK IS FORWhether you are a database administrator, a software developer, a system architect, or a technology enthusiast, this book provides valuable insights and practical guidance for effectively utilizing Amazon RDS.

Learn to unleash the power of AI creativity ¿¿This book researches the intricate world of generative Artificial Intelligence, offering readers an extensive understanding of various components and applications in this field.The book begins with an in-depth analysis of generative models, providing a solid foundation and exploring their combination nuances. It then focuses on enhancing TransVAE, a variational autoencoder, and introduces the Swin Transformer in generative AI. The inclusion of cutting edge applications like building an image search using Pinecone and a vector database further enriches its content. The narrative shifts to practical applications, showcasing GenAI's impact in healthcare, retail, and finance, with real-world examples and innovative solutions. In the healthcare sector, it emphasizes AI's transformative role in diagnostics and patient care. In retail and finance, it illustrates how AI revolutionizes customer engagement and decision making. The book concludes by synthesizing key learnings, offering insights into the future of generative AI, and making it a comprehensive guide for diverse industries.Readers will find themselves equipped with a profound understanding of generative AI, its current applications, and its boundless potential for future innovations.WHAT YOU WILL LEARN¿ Acquire practical skills in designing and implementing various generative AI models.¿ Gain expertise in vector databases and image embeddings, crucial for image search and data retrieval.¿ Navigate challenges in healthcare, retail, and finance using sector specific insights.¿ Generate images and text with VAEs, GANs, LLMs, and vector databases.¿ Focus on both traditional and cutting edge techniques in generative AI.WHO THIS BOOK IS FORThis book is for current and aspiring emerging AI deep learning professionals, architects, students, and anyone who is starting and learning a rewarding career in generative AI.

Conquer the CNCF Certified Kubernetes Administrator (CKA) exam¿¿¿DESCRIPTION Kubernetes is the de facto industry-standard for production-grade container orchestration. The CNCF Certified Kubernetes Administrator (CKA) Certification is an in-demand, industry-recognised benchmark denoting the holder as possessing the expertise required to create, secure, manage and troubleshoot Kubernetes clusters. The CNCF CKA exam is a fully hands-on, command line based assessment. This guide structure follows the CKA curriculum. Start with need-to-know Kubernetes concepts and implementation details using hands-on code examples and command line walkthroughs. You will explore core concepts including cluster architecture, installation and configuration. As the book progresses, you will master security principles with RBAC, confidently deploy and manage applications, and explore the intricacies of Kubernetes storage and networking. The following chapters on Troubleshooting and Exam Preparation provide important exam and assessment environment hints and tips, command line techniques and crucial exam strategies. The final two chapters present full-length CKA practice exams with fully-worked exam-grade solutions. This pragmatic blend of theory, worked examples, and analysis techniques ensures the reader is primed to be successful in the real Certified Kubernetes Administrator (CKA) exam.WHAT YOU WILL LEARN¿ The skills and knowledge required to professionally administer Kubernetes clusters.¿ Understanding of Kubernetes command line examples and task walkthroughs.¿ Insight from detailed fully-worked solutions for two CKA practice exams.¿ Working details for the CNCF CKA exam environment.¿ How to manage Kubernetes clusters with precision and control.WHO THIS BOOK IS FORThis book is for cloud application developers, devops engineers, cloud architects and datacentre administrators who want to conquer the CNCF CKA exam, certifying their Kubernetes skills in the marketplace.

Unleash the hidden potential of Python to emerge as a change maker of contemporary industryDescription The current industry (also called Industry 4.0) has witnessed an unprecedented expansion of technology in a short span of time, owing to an exponential increase in computational power coupled with internet technology. Consequently, domains like artificial intelligence, machine learning, deep learning and robotic process automation have gained prominence and become the backbone of organizations, making it inevitable for professionals to upgrade their skills in these domains. Orchestrate your work with AI and ML. Learn RPA's power, conduct web symphonies, utilize spreadsheets, and automate emails. You can also extract data from PDFs and images, choreograph applications, and play with deep learning. Design workflows, create hyperautomation finales, and combine Python with UiPath. You can further build a solid stage for your projects with PyScript, and continue with test automation. This book equips you to revolutionize your work, one Python script at a time. This book can be used as ready to reference as well as a user manual for quick solutions to common organizational needs and even for brushing up on key technical domain concepts.WHAT YOU WILL LEARN¿ You will have a clear understanding of Python and create concise, flexible and maintainable applications for current industry needs.¿ You will explore web scraping techniques using powerful libraries to extract valuable data from the web.¿ You will have a high level overview of fundamentals in ML, deep learning, RPA, and hyperautomation.¿ You will learn to write compact and maintainable code in Python catering to typical applications in contemporary industries. ¿ You will also learn how to apply your learnings to real world industry scenarios using the practical Python use cases presented at the end of each chapter.WHO THIS BOOK IS FORThis book is specifically meant for students and professionals who have prior working knowledge of Python from a basic to intermediate level and would want to expand their horizon of Python programming.

Unveiling insights, unleashing potential: Navigating the depths of data warehousing and mining for a data-driven tomorrow¿¿DESCRIPTION Data warehouse and data mining are essential technologies in the field of data analysis and business intelligence. Data warehouse provides a centralized repository of structured data and facilitates data storage and retrieval. Data mining, on the other hand, utilizes various algorithms and techniques to extract valuable patterns, trends, and insights from large datasets.The book explains the ins and outs of data warehousing by discussing its principles, benefits, and components, differentiating it from traditional databases. The readers will explore warehouse architecture, learn to navigate OLTP and OLAP systems, grasping the crux of the difference between ROLAP and MOLAP. The book is designed to help you discover data mining secrets with techniques like classification and clustering. You will be able to advance your skills by handling multimedia, time series, and text, staying ahead in the evolving data mining landscape. By the end of this book, you will be equipped with the skills and knowledge to confidently translate business questions into actionable strategies, extracting valuable insights for informed decisions.WHAT YOU WILL LEARN¿ Designing and building efficient data warehouses¿ Handling diverse data types for comprehensive insights¿ Mastering various data mining techniques¿ Translating business questions into mining strategies¿ Techniques for pattern discovery and knowledge extractionWHO THIS BOOK IS FORFrom aspiring data analysts, data professionals, IT managers, to business intelligence practitioners, this book caters to a diverse audience.

Novice or expert, learn to simplify and optimize data transformations¿DESCRIPTION "The Ultimate Power Query Cookbook for Power BI and Excel" serves up easy-to-follow recipes that transform data into meaningful insights. You will learn to clean messy files, combine datasets, and even use AI magic to Power BI and Excel.This book will walk you through the basics of getting connected to data with Power Query. You will understand how to ingest data from files, folders, databases, websites, APIs, and other third party sources. Once connected, you will learn how to transform the data so it is ready for your use. We will clean up columns, filter, replace, extract, and classify data in Power Query to meet your needs. The book offers over 100 practical recipes, ensuring you understand each step with clear explanations and examples. Lastly, we will go over advanced techniques to help optimize and simplify your transformations allowing fast refreshes all while helping you manage them in the future.This book will help you know how to apply these techniques and recipes to your data all while understanding the implications of making certain decisions. This will enable you to have better conversations with other data professionals who are providing data for your use.WHAT YOU WILL LEARN¿ Learn to connect to files, databases, and third-party services.¿ Manage data types and formats to optimize storage.¿ Transform, create, and manipulate queries.¿ Combine, merge, filter, and cleanse queries.¿ Integrate artificial intelligence to accelerate insights.¿ Perform complex and scalable transformations.WHO THIS BOOK IS FORNovice or expert, this book is designed for all Excel users, data analysts, Power BI power users, business professionals and data enthusiasts to get the most out of your data solutions when transforming your data in Power Query.

Classic tricks in a modern wrap¿DESCRIPTION A comprehensive guide that takes you on a journey through the world of design patterns in .NET, empowering you to create software that is not only robust and efficient but also maintainable, scalable, and testable.Develop a solid understanding of object-oriented programming (OOP) principles, including inheritance, encapsulation, and polymorphism, forming the groundwork for well-structured code. Explore creational design patterns like Factory and Abstract Factory, mastering object instantiation, and delve into structural patterns such as Adapter and Composite, governing object composition. Navigate the intricacies of behavioral patterns like Template Method and Observer to control object interaction effectively. Unravel the mysteries of SOLID principles: Single Responsibility, Open-Closed, Liskov Substitution, Interface Segregation, and Dependency Inversion for building maintainable, scalable, and testable code.This book can give you an insight into how modern software is written, what problems software developers face in their everyday work, and how they solve them by simplifying the design and structure of the code. After reading this book, you will become a better developer who can talk freely with more experienced colleagues and easily solve complex tasks with minimum effort.WHAT YOU WILL LEARN¿ Designing simple and reusable solutions.¿ Reduce the learning curve in design patterns.¿ How to design your class hierarchy.¿ Explore ways to avoid common software design mistakes.¿ Elevate your software development skills to a new level.WHO THIS BOOK IS FORThis book is perfect for .NET developers of all levels, from beginners to professionals. Whether you are a software engineer, a system architect, or passionate about crafting high-quality code, this book will equip you with the knowledge and practical skills to become a true master of design patterns.

How to automate AWS Cloud using Terraform IaC best practices¿DESCRIPTION AWS Cloud Automation allows organizations to effortlessly organize and handle their cloud resources. Terraform, an open-source provisioning tool, transforms the old manual way of doing things by allowing users to define, deploy, and maintain infrastructure as code, ensuring consistency, scalability, and efficiency. This book explains AWS Cloud Automation using Terraform, which is a simple and clear syntax that lets users define the infrastructure needs. Terraform simplifies setting up and managing infrastructure, reducing errors and fostering team collaboration. It enables version control, letting you monitor changes and implement CI/CD pipelines, effortlessly. The book guides you in creating and managing AWS resources through a simple configuration file, allowing you to define virtual machines, networks, databases, and more. Discover how Terraform makes organizing infrastructure code easy, promoting reusability and simple maintenance with consistent patterns across projects and teams.This book will empower readers of AWS Cloud Automation to embrace a modern, scalable, and efficient approach to managing cloud infrastructure. By combining the power of Terraform with the flexibility of AWS.WHAT YOU WILL LEARN¿ Implement automated workflows with Terraform in CI/CD pipelines, for consistent and reliable deployments.¿ Secure your cloud environment with robust Identity and Access Management (IAM) policies.¿ Build and deploy highly available and scalable applications using EC2, VPC, and ELB.¿ Automate database deployments and backups with RDS and DynamoDB for worry-free data management.¿ Implement serverless architectures with EKS and Fargate for agile and cost-effective development.WHO THIS BOOK IS FORThis book is crafted for both aspiring and seasoned infrastructure enthusiasts, cloud architects, solution architects, SysOps Administrators, and DevOps professionals ready to apply the power of Terraform as their AWS go-to Infrastructure as Code (IaC) tool.

Wireshark: A hacker's guide to network insights¿DESCRIPTION Ethical Hacking and Network Analysis with Wireshark provides you with the tools and expertise to demystify the invisible conversations coursing through your cables. This definitive guide, meticulously allows you to leverage the industry-leading Wireshark to gain an unparalleled perspective on your digital landscape.This book teaches foundational protocols like TCP/IP, SSL/TLS and SNMP, explaining how data silently traverses the digital frontier. With each chapter, Wireshark transforms from a formidable tool into an intuitive extension of your analytical skills. Discover lurking vulnerabilities before they morph into full-blown cyberattacks.Dissect network threats like a forensic scientist and wield Wireshark to trace the digital pulse of your network, identifying and resolving performance bottlenecks with precision. Restructure your network for optimal efficiency, banish sluggish connections and lag to the digital scrapheap.WHAT YOU WILL LEARN¿ Navigate and utilize Wireshark for effective network analysis.¿ Identify and address potential network security threats.¿ Hands-on data analysis: Gain practical skills through real-world exercises.¿ Improve network efficiency based on insightful analysis and optimize network performance.¿ Troubleshoot and resolve protocol and connectivity problems with confidence.¿ Develop expertise in safeguarding systems against potential vulnerabilities.WHO THIS BOOK IS FORWhether you are a network/system administrators, network security engineers, security defender, QA engineers, ethical hackers or cybersecurity aspirants. This book helps you to see the invisible and understand the digital chatter that surrounds you.

Navigating the Oracle Landscape, Mastering Installation on OCI Compute¿DESCRIPTION Oracle Database 21c is the engine driving some of the most critical systems on the planet. "DBA Essentials for 21c," equips you with the essential knowledge and skills to confidently manage and optimize your Oracle Database in the cloud. This book breaks down Oracle Database Setup Wizard, Configuration Assistant, and steps for creating and configuring databases.In the first section, you will learn the basics of 21c, understand its Infrastructure, use its advantages, and learn its role in the modern data landscape. As you progress, you will gain knowledge of tools like Setup Wizard and Configuration Assistant to build powerful database structures and optimize performance. Then advanced topics are covered, where you will discover how to secure your data, troubleshoot common issues, and automate tasks for efficiency with practical tips and best practices.After reading this book, you will be highly competent in Oracle Database 21c installation on OCI Compute. You will grasp the fundamental concepts and sophisticated features to deploy databases in a cloud environment.WHAT YOU WILL LEARN¿ Grasp the fundamental concepts of Oracle Cloud Infrastructure.¿ Acquire in-depth knowledge of prerequisites for a seamless installation.¿ Successfully install Oracle Database 21c in different environments.¿ Proficiently use DBCA for creating and configuring databases.¿ Learn to create container databases in both typical and advanced modes.¿ Implement best practices for optimal OCI Compute deployment.WHO THIS BOOK IS FORThis book is designed for aspiring database administrators, system administrators, IT professionals, developers, and technology enthusiasts, curious about the inner workings of this powerful data management system.

Building modern applications with Java¿Code with Java 21 is a practical journey through one of the world's most prolific computer programming languages. It is meant to help readers build up their knowledge of common Java programming constructs, data structures, and engineering paradigms. Filled with real-world examples, this book aims to build the reader's understanding of building software applications with Java.Seasoned Java developers should buckle in as this book takes a hands-on approach to leveraging popular Java frameworks like Spring and Vaadin to build rich, feature-filled web applications. It also covers building powerful data-driven applications on enterprise-grade databases like PostgreSQL and Apache Cassandra®. This book will also show how to use Java to animate with colorful graphics and even build a simple arcade game.Around the world, Java runs on billions of devices. After its inception nearly 30 years ago, it remains one of the most popular and sought-after programming languages. Whether you are an aspiring computer hobbyist or want to gain a valuable skill en route to a lucrative career as a software developer, Code with Java 21 should be every developer's go-to reference for building Java applications.WHAT YOU WILL LEARN¿ Learn fundamental programming structures with Java.¿ Explore the new features of Java 21.¿ Build Java applications with databases like PostgreSQL and Apache Cassandra®.¿ Learn how to build graphics and simple animations with Java.¿ Leverage frameworks like Spring Boot and Spring Data.¿ Build fully-featured web GUIs with Vaadin.WHO THIS BOOK IS FORThis book is for current and aspiring software developers who wish to learn or expand their current knowledge base of the Java programming language. While the new features of Java 21 are certainly a focus, this book also shows how to build real-world applications.

C works as the building block for tons of computer programs and systems. "Learn C Programming from Scratch" is your ultimate handbook to harness the power of C. This guide gives you the information and skills you need to confidently dive into the world of programming.This beginner-friendly book takes you on a step-by-step journey through the fundamentals of C, starting with basic syntax and control flow and gradually building your skills to tackle more complex concepts like functions, arrays, and pointers. Each chapter is packed with clear explanations, real-world examples, and practical exercises to solidify your understanding. You will learn not only what the code does but also why it works the way it does, empowering you to solve problems confidently and efficiently.This book goes beyond syntax with a problem solving mindset crucial for programming success. Through this book, you will learn to tackle real-world challenges, translate them into efficient C code, and implement precise solutions.WHAT YOU WILL LEARN¿ Learn C programming from scratch by starting with the basics and progressing to more advanced topics.¿ Explore real-world applications and projects with hands-on coding, from system programming to embedded systems and game development.¿ Gain problem solving and algorithmic thinking by solving a wide range of programming challenges using C.¿ Develop efficient and optimized code with improved performance and efficient memory management. ¿ Acquire cross-platform and future-proof skills that are transferable to other programming languages and platforms.WHO THIS BOOK IS FORThis C programming book is an invaluable resource for beginners and aspiring programmers who want to build a strong foundation in programming. Its clear and concise explanations, coupled with practical examples, make it perfect for those with little to no programming experience.

Embark on the data journey with the ultimate guide to Snowflake masteryDESCRIPTION Handling ever evolving data for business needs can get complex. Traditional methods create bulky and costly-to-maintain data systems. Here, Snowflake emerges as a cost-effective solution, catering to both traditional and modern data needs with zero or minimal maintenance costs.This book helps you grasp Snowflake, guiding you to create complete solutions from start to finish. The starting focus covers Snowflake architecture, key features, native loading and unloading capabilities, ANSI SQL support, and processing of diverse data types and objects. The next part utilizes acquired knowledge to look into implementing data security, governance, and collaborations, utilizing Snowflake's features like data sharing and cloning.The final part explores advanced topics, including streams, tasks, performance optimizations, cost efficiencies, and operationalization with automated monitoring. Real-time use cases and reference architectures are provided to assist readers in implementing data warehouse, data lake, and data mesh solutions with Snowflake. WHAT YOU WILL LEARN¿ Introduction to Snowflake and its three-layered architecture.¿ Understand Snowflake's native features. ¿ Understand the different types of data workloads and their architecture designs.¿ Implement query and cost performance optimization using Snowflake native services.¿ Introduction to Snowflake's advanced features like dynamic and event tables.¿ Snowflake's capabilities with extended support to implement large language models.WHO THIS BOOK IS FORThis book is for data practitioners, data engineers, data architects, or every data enthusiast who is keen on learning Snowflake. It does not need any prior experience, however, it is beneficial to have a basic understanding of cloud computing, data concepts and basic programming skills.

Unlocking the Cloud's Infinite Possibilities¿DESCRIPTION In today's data-driven world, cloud storage has emerged as an indispensable tool for businesses and individuals alike. With its ability to store and manage vast amounts of data seamlessly, cloud storage has revolutionized the way we handle information. However, navigating the complexities of cloud storage can be a daunting task. This is where this book steps in.Commence on a comprehensive journey through cloud computing fundamentals, exploring evolution, service models, and deployment strategies. Uncover diverse cloud storage technologies, including object, block, and file storage, and look into Amazon S3, Azure Blob Storage, and Google Cloud Storage. Learn to configure storage effectively, implement scalable solutions, and seamlessly integrate with applications. Master disaster recovery, data migration, and hybrid cloud architectures for optimal resource utilization. Perfect the art of cost optimization and performance monitoring, maximizing your cloud storage investment.Mastering Cloud Storage is your ultimate guide to achieving operational excellence, improving system reliability, and enhancing your career in cloud engineering and DevOps.WHAT YOU WILL LEARN¿ Master Amazon S3 and Azure Blob Storage.¿ Implement robust data security and encryption.¿ Apply DevOps and DevSecOps in cloud storage.¿ Optimize for high availability and reliability.¿ Navigate industry-specific regulations and compliance.WHO THIS BOOK IS FORWhether you are a seasoned IT professional, a DevOps engineer, a data scientist, system administrators, or a cloud architect, this systematic guide empowers you to unlock the full potential of cloud storage.