Wydawca: Packt Publishing
Founded in 2004 in Birmingham, UK, Packt's mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals. Working towards that vision, we have published over 6,500 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done - whether that's specific learning on an emerging technology or optimizing key skills in more established tools. As part of our mission, we have also awarded over $1,000,000 through our Open Source Project Royalty scheme, helping numerous projects become household names along the way.
1881
Ebook
1882
Ebook

Practical Guide to Applied Conformal Prediction in Python. Learn and apply the best uncertainty frameworks to your industry applications

Valery Manokhin, Agus Sudjianto

In the rapidly evolving landscape of machine learning, the ability to accurately quantify uncertainty is pivotal. Practical Guide to Applied Conformal Prediction in Python addresses this need by offering an in-depth exploration of Conformal Prediction, a cutting-edge framework set to revolutionize uncertainty management in various ML applications.Embark on a comprehensive journey through Conformal Prediction, exploring its fundamentals and practical applications in binary classification, regression, time series forecasting, imbalanced data, computer vision, and NLP. Each chapter delves into specific aspects, offering hands-on insights and best practices for enhancing prediction reliability. The book concludes with a focus on multi-class classification nuances, providing expert-level proficiency to seamlessly integrate Conformal Prediction into diverse industries. Practical examples in Python using real-world datasets reinforce intuitive explanations, ensuring you acquire a robust understanding of this modern framework for uncertainty quantification.This guide is a beacon for mastering Conformal Prediction in Python, providing a blend of theory and practical application. It serves as a comprehensive toolkit to enhance machine learning skills, catering to professionals from data scientists to ML engineers.

1883
Ebook
1884
Ebook

World of Warcraft Gold Strategy Guide. The comprehensive guide to making gold in World of Warcraft, packed with the latest tips and strategies, designed to make you millions

Eric Gilmour, Eric Dekker

World of Warcraft provides an immersive gaming experience with an exciting new world to explore. In this world (of Warcraft), players use gold to improve their characters and buy exciting items such as armor, vanity items, pets, mounts, and so much more. WoW gold not only helps with levelling up, but also helps the player gain respect in the WoW community.World of Warcraft Gold Strategy Guide will show you the most effective ways to make gold in World of Warcraft. It includes detailed examples and instructions that will set you up to efficiently make plentiful amounts of gold both now and in future expansions.World of Warcraft Gold Strategy Guide will arm you with all the latest strategies to become a World of Warcraft gold tycoon.Start by setting up your accounts for optimal gold making and progress through to advanced market techniques. You will learn to maintain thousands of auctions per day, master add-ons to reduce time spent making gold and increase time spent playing, and set yourself up to obtain anything you want in game.The World of Warcraft Gold Strategy Guide teaches readers how to go from rags to riches.

1885
Ebook

Instant Adobe Story Starter. Develop professional scripts, ready for production

Christopher Tilford

Adobe Story makes it easy for anybody to create a well-rounded script, and gives you the power to develop an entire project from start to finish. Setting up predetermined styles in different word processors can be time- consuming and even a little confusing! With Adobe Story, all documents contain the default and proper formatting for any desired professional script format. Have you ever wanted to put together your own screenplay? In this essential guide, script formatting is fully explained alongside some shortcuts and new ways to enhance your work with Adobe Story. You'll discover that the script-writing process is more accessible to even the newest, inexperienced writer. Instant Adobe Story Starter will take you through a concise yet straight-forward journey, introducing you to elements used in all industry-standard scripts, as well as other features geared towards streamlining the pre-production process. You will also be able to harness the different types of script templates available to you, alongside the wide array of other features that Adobe Story provides to bolster your creativity.

1886
Ebook

Mastering Flask Web Development. Build enterprise-grade, scalable Python web applications - Second Edition

Daniel Gaspar, Jack Stouffer

Flask is a popular Python framework known for its lightweight and modular design. Mastering Flask Web Development will take you on a complete tour of the Flask environment and teach you how to build a production-ready application. You'll begin by learning about the installation of Flask and basic concepts such as MVC and accessing a database using an ORM. You will learn how to structure your application so that it can scale to any size with the help of Flask Blueprints. You'll then learn how to use Jinja2 templates with a high level of expertise. You will also learn how to develop with SQL or NoSQL databases, and how to develop REST APIs and JWT authentication. Next, you'll move on to build role-based access security and authentication using LDAP, OAuth, OpenID, and database. Also learn how to create asynchronous tasks that can scale to any load using Celery and RabbitMQ or Redis. You will also be introduced to a wide range of Flask extensions to leverage technologies such as cache, localization, and debugging. You will learn how to build your own Flask extensions, how to write tests, and how to get test coverage reports. Finally, you will learn how to deploy your application on Heroku and AWS using various technologies, such as Docker, CloudFormation, and Elastic Beanstalk, and will also learn how to develop Jenkins pipelines to build, test, and deploy applications.

1887
Ebook

Gamification with Moodle. Use game elements in Moodle courses to build learner resilience and motivation

Natalie Denmeade

This book describes how teachers can use Gamification design within the Moodle Learning Management System. Game elements can be included in course design by using, badges, rubrics, custom grading scales, forums, and conditional activities. Moodle courses do not have to be solo-learning experiences that replicate Distance Education models. The Gamification design process starts by profiling players and creating levels of achievement towards meeting learning outcomes. Each task is defined, valued, and sequenced. Motivation loops are devised to keep the momentum going. In a gaming studio, this approach would require a team of specialists with a large budget and time frames. Preparing for a class rarely has these optimal conditions. The approach used in this book is to introduce game elements into the course design gradually. First, apply gamification to just one lesson and then build up to gamifying a series of lessons over a term. Each example will indicate the difficulty level and time investment. Try it out to see what is most effective with your learners and choose wisely in your use of technology. By the end of this book, you will be able to create Moodle courses that incorporate choice, communication,challenge, and creativity.

1888
Ebook

Rapid Application Development with AWS Amplify. Full stack web development on Amazon Web Servics

Adrian Leung

AWS Amplify is a modern toolkit that includes a command line interface (CLI); libraries for JS, iOS, and Android programming; UI component libraries for frameworks like React, Angular, and Vue.js for web development, and React Native and Flutter for mobile development.You'll begin by learning how to build AWS Amplify solutions with React and React Native with TypeScript from scratch, along with integrating it with existing solutions. This book will show you the fastest way to build a production-ready minimum viable product (MVP) within days instead of years. You'll also discover how to increase development speed without compromising on quality by adopting behavior-driven development (BDD) and Cypress for end-to-end test automation, as well as the Amplify build pipeline (DevOps or CI/CD pipeline) to ensure optimal quality throughout continuous test automation and continuous delivery. As you advance, you'll work with React to determine how to build progressive web apps (PWAs) with Amplify and React Native for cross-platform mobile apps. In addition to this, you'll find out how to set up a custom domain name for your new website and set up the AWS Amplify Admin UI for managing the content of your app effectively.By the end of this AWS book, you'll be able to build a full-stack AWS Amplify solution all by yourself.