The book shows you how to clean, wrangle, and view data from multiple perspectives, including dataset and column attributes. You will cover common and not-so-common challenges that are faced while cleaning messy data for complex situations and learn to manipulate data to get it down to a form that can be useful for making the right decisions.
With this book you'll learn advanced AI security techniques and defend against manipulation, evasion, prompt injection, and privacy attacks. You'll be able to protect models from poisoning, theft, and tampering, safeguarding your AI systems.
This book covers the fundamentals of Windows 365 and Azure Virtual Desktop, addressing endpoint security challenges. You'll also explore advanced security measures for virtual environments.
This book helps you learn about modern distributed apps that run in the cloud on an infinite scale using containers, their architecture, and benefits; how to implement them within your development life cycle; and run them in production using modern DevOps tools, practices, and techniques.
Explore how you can use the Linux command line to supercharge your day-to-day work as a software developer. You’ll take a hands-on approach to learn Linux command-line skills and get comfortable with the concepts you need to understand during local development and remote deployment of your software.
This book will help you work with data ingestion and transformation extensions, and overcome Power BI's shortcomings in data augmentation and visualization using Python and R programming. Through hands-on examples, you'll understand insights and create interactive, custom visualizations using analytical languages.
Uncover history, principles, and cutting-edge insights in this new edition. Learn how algorithms defend against attacks and stay current with trends like IoT and quantum cryptography. Elevate your cybersecurity expertise with this essential resource.
Discover the potential of ChatGPT, harness cloud platforms for security and scalability, maximize the efficiency of your AI apps, and explore industry use cases to gain practical insights with the help of Generative AI for Cloud Solutions.
This book shows you how to use Apache Spark, Delta Lake, and Databricks to build data pipelines, manage and transform data, optimize performance, and more. Additionally, you’ll implement DataOps and DevOps practices, and orchestrate data workflows.
This book provides a hands-on approach to building generative AI applications at scale, covering several architectural patterns and use cases to help you solve business problems and innovate within your organization.
Unlock the power of generative AI with LLMs, vector databases, Python, and MongoDB. Build intelligent apps, master retrieval-augmented generation, optimize models, and explore real-world use cases.
PowerShell scripts provides a convenient method for automating tasks, using them proficiently can be challenging. This all-inclusive guide begins at the basics and covers advanced concepts, equipping you with tips to become an expert in PowerShell Core 7.3 scripting.
This book shows how you can leverage Vue to develop impressive apps quickly. You’ll discover various new tools and features in the Vue ecosystem, including Vitest and Vuetify, and use Vue 3 to develop web apps that interact well with APIs.
This book binds together three key technologies that converge into a future-proof FARM stack—MongoDB, React, and FastAPI. Learn to use Next.js, ensure data integrity and security with MongoDB, and integrate third-party services with your application.
This book will help you gain valuable knowledge and practical skills needed to develop innovative IoT projects by learning how to use ESP32 using Arduino IDE 2.0.