“…You'll also have learned how to use fastai to prepare raw datasets, explore datasets, train deep learning models, and deploy trained models.What you will learnPrepare real-world raw datasets to train fastai deep learning modelsTrain fastai deep learning models using text and tabular dataCreate recommender systems with fastaiFind out how to assess whether fastai is a good fit for a given problemDeploy fastai deep learning models in web applicationsTrain fastai deep learning models for image classificationWho this book is forThis book is for data scientists, machine learning developers, and deep learning enthusiasts looking to explore the fastai framework using a recipe-based approach. …”

“…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.What You Will Learn:Discover the principles and best practices for building cloud-native applicationsStudy the six Rs of migration strategy and learn when to choose which strategyRehost a legacy enterprise application on Google Compute EngineReplatform an application to use Google Load Balancer and Google Cloud SQLRefactor into a single-page application (SPA) supported by REST servicesReplatform an application to use Google Identity Platform and Firebase AuthenticationRefactor to microservices using the strangler patternAutomate the deployment process using a CI/CD pipeline with Google Cloud BuildWho this book is for:This book is for software developers and solutions architects looking to gain experience in modernizing their enterprise applications to run on Google Cloud and transform them into cloud-native applications. …”

“…What you will learn Understand how to use Power Query to connect and explore data Explore ways to reshape and enrich data Discover the potential of Power Query across the Microsoft platform Build complex and custom transformations Use M code to write new queries against data sources Use the Power Query Online tool within Power BI Dataflows Implement best practices such as reusing dataflows, optimizing expanding table operations, and field mapping Who this book is for This book is for data analysts, BI developers, data engineers, and anyone looking for a desk reference guide to learn how Power Query can be used with different Microsoft products to handle data of varying complexity. …”

“…What you will learn Create a robot model with a 7-DOF robotic arm and a differential wheeled mobile robot Work with Gazebo, CoppeliaSim, and Webots robotic simulators Implement autonomous navigation in differential drive robots using SLAM and AMCL packages Interact with and simulate aerial robots using ROS Explore ROS pluginlib, ROS nodelets, and Gazebo plugins Interface I/O boards such as Arduino, robot sensors, and high-end actuators Simulate and perform motion planning for an ABB robot and a universal arm using ROS-Industrial Work with the motion planning features of a 7-DOF arm using MoveIt Who this book is for If you are a robotics graduate, robotics researcher, or robotics software professional looking to work with ROS, this book is for you. Programmers who want to explore the advanced features of ROS will also find this book useful. …”

“…What you will learn Discover how the LEGO SPIKE Prime kit works, and explore its parts and the elements inside them Build and design robots that go beyond basic robotic designs Create interactive robots with the help of sensors Explore real-world robots and learn how to build them by yourself Find out challenging ways to remix build ideas with your own imagination and skills Develop coding skills using the Scratch programming interface Who this book is for This book is for robot enthusiasts, LEGO lovers, hobbyists, educators, students, and anyone looking to learn about the new LEGO SPIKE Prime kit. …”

“…What you will learn Understand how to use blades, overview pages, and subscription pages Discover how to create a Microsoft account to manage your tenant Use a Visual Studio subscription with Azure to manage your Logic Apps Find out how to manage the cloud by analyzing runs, executions, and costs Create resource groups to zone your enterprise environments Support a development life cycle from sandbox through to production Who this book is for If you are an aspiring infrastructure technician who already uses Azure in place of on-premises solutions and is now looking to link systems together, then this book is for you. …”

“…What you will learn Use Python to perform analytics functions on your data Understand the role of databases and how to effectively pull data from databases Perform data preprocessing steps defined by your analytics goals Recognize and resolve data integration challenges Identify the need for data reduction and execute it Detect opportunities to improve analytics with data transformation Who this book is for This book is for junior and senior data analysts, business intelligence professionals, engineering undergraduates, and data enthusiasts looking to perform preprocessing and data cleaning on large amounts of data. …”

“…Aspiring administrators studying for a Linux certification exam and developers looking to learn how to create systemd unit files will also find this book useful. …”

“…What you will learn Design Azure Virtual Desktop and user identities and profiles Implement networking and storage for Azure Virtual Desktop Create and configure session host images and host pools Manage access and security for MS Azure Virtual Desktop Implement FSLogix Profile Containers and FSLogix Cloud Cache Configure user experience and Azure Virtual Desktop features Plan and implement business continuity and disaster recovery Automate Azure Virtual Desktop tasks Who this book is for If you are an IT professional, workspace administrator, architect, or consultant looking to learn about designing, implementing, and managing Azure Virtual Desktop, this book is for you. …”

“…What you will learn Discover how to secure information technology systems for your organization Manage cross-domain investigations in the Microsoft 365 Defender portal Plan and implement the use of data connectors in Microsoft Defender for Cloud Get to grips with designing and configuring a Microsoft Sentinel workspace Configure SOAR (security orchestration, automation, and response) in Microsoft Sentinel Find out how to use Microsoft Sentinel workbooks to analyze and interpret data Solve mock tests at the end of the book to test your knowledge Who this book is for This book is for security professionals, cloud security engineers, and security analysts who want to learn and explore Microsoft Security Stack. Anyone looking to take the SC-200 exam will also find this guide useful. …”

“…What you will learn Understand the evolution of the Data Architecture patterns for analytics Become well versed in the Data Lakehouse pattern and how it enables data analytics Focus on methods to ingest, process, store, and govern data in a Data Lakehouse architecture Learn techniques to serve data and perform analytics in a Data Lakehouse architecture Cover methods to secure the data in a Data Lakehouse architecture Implement Data Lakehouse in a cloud computing platform such as Azure Combine Data Lakehouse in a macro-architecture pattern such as Data Mesh Who this book is for This book is for data architects, big data engineers, data strategists and practitioners, data stewards, and cloud computing practitioners looking to become well-versed with modern data architecture patterns to enable large-scale analytics. …”

“…If you do not have any prior knowledge and are looking to become an expert in penetration testing using the Kali Linux operating system (OS), then this book is for you…”

“…What you will learn Use proven techniques to overcome real-world architectural challenges Apply architectural approaches such as layered architecture Leverage tools such as containers to manage microservices effectively Get up to speed with Azure features for delivering global solutions Program and maintain Azure Functions using C# 10 Understand when it is best to use test-driven development (TDD) Implement microservices with ASP.NET Core in modern architectures Enrich your application with Artificial Intelligence Get the best of DevOps principles to enable CI/CD environments Who this book is for This book is for engineers and senior software developers aspiring to become architects or looking to build enterprise applications with the .NET Stack. …”

“…What you will learn Use Dapr to create services, invoking them directly and via pub/sub Discover best practices for working with microservice architectures Leverage the actor model to orchestrate data and behavior Expose API built with Dapr applications via NGINX and Azure API Management Use Azure Kubernetes Service to deploy a sample application Monitor Dapr applications using Zipkin, Prometheus, and Grafana Scale and load test Dapr applications on Kubernetes Get to grips with Azure Container Apps as you combine Dapr with a serverless platform Who this book is for This book is for developers looking to explore and implement microservices architectures in Dapr applications using .NET examples. …”

“…Secondly, the paper uses the OECD pension models to look at the impact of investment risk on the public finances. …”

“…Understand and learn to perform each phase of the game development pipeline Homework and exercises to improve your skills and take them to the next level Who This Book Is For If you are looking forward to get started with 2D game development, either if you are a newcomer to this world, or you came from 3D games or other game engines, this book is for you. …”

“…It's also ideal for DevOps engineers looking to provide continuous integration, deployment, and delivery. …”

“…This book shows and explains the new interactive features of Spoon, the revamped look and feel, and the newest features of the tool including transformations and jobs Executors and the invaluable Metadata Injection capability. …”

“…Get modern insight into the core of Python data, including the latest versions of Jupyter notebooks, NumPy, pandas and scikit-learn. Look beyond the fundamentals with beautiful data visualizations with Seaborn and ggplot, web development with Bottle, and even the new frontiers of deep learning with Theano and TensorFlow. …”

“…We'll also show you how to make amazing looking thematic maps and create great effects with canvas manipulation. …”