“…Finally, youll see how to implement a real-time face detection system using WebSockets and a web browser as a client.By the end of this FastAPI book, youll have not only learned how to implement Python in data science projects but also how to maintain and design them to meet high programming standards with the help of FastAPI.What you will learn* Explore the basics of modern Python and async I/O programming* Get to grips with basic and advanced concepts of the FastAPI framework* Implement a FastAPI dependency to efficiently run a machine learning model* Integrate a simple face detection algorithm in a FastAPI backend* Integrate common Python data science libraries in a web backend* Deploy a performant and reliable web backend for a data science applicationWho this book is forThis Python data science book is for data scientists and software developers interested in gaining knowledge of FastAPI and its ecosystem to build data science applications. …”

“…By the end of this book, you'll have gained the skills to build creative robotics projects with the LEGO BOOST creative toolbox, and have built on your logical thinking and problem-solving skills.What you will learn* Unbox the LEGO BOOST kit and understand how to get started* Build simple robots with gears and sensors* Discover the right parts to assemble your robots* Program your BOOST robot using the Scratch 3.0 programming language* Understand complex mechanisms for advanced robots* Develop engaging and intelligent robots using electronic and non-electronic components* Create more than 10 complete robotics projects from scratch* Develop logical thinking and unleash your creativityWho this book is forThis book will help 7 to 12-year-old children who want to learn robotics with LEGO BOOST develop their creativity, logical thinking, and problem-solving skills. …”

“…Finally, you'll work through examples to help you solve typical business problems.By the end of this book, you'll be able to build end-to-end machine learning services using a variety of techniques and design your own processes for consistently performant machine learning engineering.What You Will Learn:Find out what an effective ML engineering process looks likeUncover options for automating training and deployment and learn how to use themDiscover how to build your own wrapper libraries for encapsulating your data science and machine learning logic and solutionsUnderstand what aspects of software engineering you can bring to machine learningGain insights into adapting software engineering for machine learning using appropriate cloud technologiesPerform hyperparameter tuning in a relatively automated wayWho this book is for:This book is for machine learning engineers, data scientists, and software developers who want to build robust software solutions with machine learning components. …”

“…This work has no connection to Red Hat, Inc. and is not endorsed or supported by Red Hat, Inc.What You Will Learn:Deploy RHEL 8 in different footprints, from bare metal and virtualized to the cloudManage users and software on local and remote systems at scaleDiscover how to secure a system with SELinux, OpenSCAP, and firewalldGain an overview of storage components with LVM, Stratis, and VDOMaster remote administration with passwordless SSH and tunnelsMonitor your systems for resource usage and take actions to fix issuesUnderstand the boot process, performance optimizations, and containersWho this book is for:This book is for IT professionals or students who want to start a career in Linux administration and anyone who wants to take the RHCSA 8 certification exam. …”

“…In addition to SASE, you'll gain insight into SD-WAN design, DevOps, zero trust, and next-generation technical education methods. …”

“…What You Will Learn Create and configure a SpriteKit project from scratch Load and manage the basic elements of games such as sprites, labels, and geometrical primitives Handle touch events, detect collisions, and play sound audio files Create complex elements, animate sprites, and run the parallax effect Complete your games with key components such as a main menu, transitions between scenes, a tutorial, and the ability to load and save data Increase the efficiency of your device using the accelerometer or by adding shaders, lights, and shadows Gain complementary techniques such as creating or finding audio resources, applying SpriteKit to apps, or using third-party tools In Detail SpriteKit is Apple's game engine to develop native iOS games. …”

“…From Xcode and Swift—the building blocks of modern Apple development—and Playgrounds for beginners, one of the most popular features of the iOS development experience, you’ll quickly gain a solid foundation to begin venturing deeper into your development journey. …”

“…As TypeScript is developed by Microsoft and used a lot by Angular 2+ (Google), it's here to stay. Gain an edge today and be amongst the first to really understand TypeScript! …”

“…Two labs are also included, so you can gain first-hand experience working in the Red Hat and OpenStack platforms. …”

“…By the end of this book, you'll be well versed with how to write and publish apps, and will be able to apply the skills you've gained to enhance your apps. What you will learn Get to grips with the fundamentals of Xcode 11 and Swift 5, the building blocks of iOS development Understand how to prototype an app using storyboards Discover the Model-View-Controller design pattern, and how to implement the desired functionality within the app Implement the latest iOS features such as Dark Mode and Sign In with Apple Understand how to convert an existing iPad app into a Mac app Design, deploy, and test your iOS applications with industry patterns and practices Who this book is for This book is for anyone who has programming experience but is completely new to Swift and iOS app development. …”

“…Through the use of topic-focused instructional videos you will gain an in-depth understanding of all topics on the CompTIA Linux+ exam, as well as a deeper understanding of Linux. …”

“…Skill Level Beginning to Intermediate What You Will Learn More than 9 hours of video training on a certification that is gaining in popularity The course can be used not only for the LPIC-1 Certification, but also for CompTIA Linux+ and SUSE CLA Covers the objectives for the newest exam Who Should Take This Course Primary audience: The target audience for this course consists of people who want to acquire the basic Linux skills required for junior system administrators. …”

“…Through the use of topic-focused instructional videos you will gain an in-depth understanding of all topics on the Red Hat Certified Engineer (RHCE) exam, as well as a deeper understanding of Red Hat Enterprise Linux. …”

“…Through the use of topic-focused instructional videos you will gain an in-depth understanding of all topics on the Red Hat Certified Administrator (RHCSA) exam as well as a deeper understanding of Red Hat Enterprise Linux so you master the key foundational principles of systems administration. …”

“…About The Author Idan Gabrieli: Idan Gabrieli has worked in various engineering positions in Israel's high-tech industry. Idan has gained extensive experience with hundreds of business companies, transforming their challenges and opportunities into practical use cases and leveraging cutting-edge technologies. …”

“…What You Will Learn Learn the basic machine learning architecture for the chatbots Gain hands-on practice in text generation with Python for chatbots Learn about testing and training chatbots with machine learning Learn hands-on web-based development of the AWS chatbot Implement settings of a decoder-encoder model with Python Understand the impact/overview tokenization in chatbot development Audience This course is designed for individuals looking to advance their skills in applied machine learning and DL, understand relationships of data analysis with ML and DL, learn AWS and apply AWS Lex and Lambda for chatbots, build customized chatbots for their applications, implement DL algorithms for chatbots and rule-based self-learning chatbots. …”

“…Azure IAAS and PAAS administrators, Azure/application developers, and cloud computing enthusiasts will also gain a lot from this course. To get the most out of this course, you should have some basic understanding of the command line (Win CMD/Unix Shell) that will help you quickly grasp the concepts, and Visual Studio Code installed on the laptop. …”

“…Application support analysts and cloud consultants will also gain a lot from this course. To get the most out of this course, you should have some basic understanding of the command line (Win CMD/Unix Shell), and a PC/laptop installed with Windows OS. …”

“…Ardit has worked with companies such as the Center for Conservation Geography to map and understand Australian ecosystems, image processing with the Swiss in-Terra, and data mining to gain business insights with the Australian Rapid Intelligence…”

“…By the end of this book, you'll have gained a solid understanding of the many capabilities of PDFs and how Acrobat makes it possible to work in a way that you will never miss good old ink and paper. …”