Mathematics for Computer Graphics and Game Programming. Master the science of computer graphics, from vector representation to advanced OpenGL programming

Mercury Learning and Information, D. P. Kothari, G. Awari, D. Shrimankar, ...

This book explains the mathematical concepts in computer graphics, ideal for courses in graphics, engineering, game development, and industry professionals. It starts with how images are generated on screens and covers algorithms for creating simple geometry. The book progresses through two-dimensional and three-dimensional transformations, parametric representation of planar and space curves like cubic splines and Bezier curves. It also includes programming in C, OpenGL, and methods for generating 3D models.The course begins with an introduction to computer graphics and vector representation of geometric entities. It then covers 2D and 3D transformations, parametric representation of curves and surfaces, windowing and clipping, and generating 3D models. The final chapters focus on projections and programming graphics using C and OpenGL.Understanding these concepts is crucial for mastering computer graphics. This book transitions readers from basic concepts to advanced techniques, blending theoretical knowledge with practical skills. It is an essential resource for mastering the mathematical foundations and programming techniques in computer graphics.

Natural Language Processing using R Pocket Primer. Learn Essential NLP Techniques and Tools for Developers

Mercury Learning and Information, Oswald Campesato

This book is for developers seeking an overview of basic concepts in Natural Language Processing (NLP). It caters to a technical audience, offering numerous code samples and listings to illustrate the wide range of topics covered. The journey begins with managing data relevant to NLP, followed by two chapters on fundamental NLP concepts. This foundation is reinforced with Python code samples that bring these concepts to life.The book then delves into practical NLP applications, such as sentiment analysis, recommender systems, COVID-19 analysis, spam detection, and chatbots. These examples provide real-world context and demonstrate how NLP techniques can be applied to solve common problems. The final chapter introduces advanced topics, including the Transformer architecture, BERT-based models, and the GPT family, highlighting the latest state-of-the-art developments in the field.Appendices offer additional resources, including Python code samples on regular expressions and probability/statistical concepts, ensuring a well-rounded understanding. Companion files with source code and figures enhance the learning experience, making this book a comprehensive guide for mastering NLP techniques and applications.

Artificial Intelligence, Machine Learning, and Deep Learning. A Practical Guide to Advanced AI Techniques

Mercury Learning and Information, Oswald Campesato

This book introduces AI, then explores machine learning, deep learning, natural language processing (NLP), and reinforcement learning. Readers learn about classifiers like logistic regression, k-NN, decision trees, random forests, and SVMs. It delves into deep learning architectures such as CNNs, RNNs, LSTMs, and autoencoders, with Keras-based code samples supplementing the theory.Starting with a foundational AI overview, the course progresses into machine learning, explaining classifiers and their applications. It continues with deep learning, focusing on architectures like CNNs and RNNs. Advanced topics include LSTMs and autoencoders, essential for modern AI. The book also covers NLP and reinforcement learning, emphasizing their importance.Understanding these concepts is vital for developing advanced AI systems. This book transitions you from beginner to proficient AI practitioner, combining theoretical knowledge and practical skills. Appendices on Keras, TensorFlow 2, and Pandas enrich the learning experience. By the end, readers will understand AI principles and be ready to apply them in real-world scenarios.

Make Amazing Games. Game Design and Development Using Fusion 2.5: From Basics to Advanced

Mercury Learning and Information, Jason Darby

This course is designed for aspiring game developers with no prior experience or programming knowledge. It provides a step-by-step guide through the game creation process using drag-and-drop game creation software available on Steam. The course begins with basic game design concepts and an introduction to the Fusion software, progressing through various stages of game development.Understanding game development is essential for those who want to turn their creative ideas into playable games. This course covers the creation of four fully playable games: a platform game, a bat-and-ball game, a mouse-clicker game, and a side-scrolling shoot-'em-up game. By completing these projects, users will gain practical experience and confidence in their game development skills.The journey continues with advanced features such as porting games to the web, debugging, and publishing. The companion files include game demos, graphic libraries, and source code, providing all the resources needed to successfully create and distribute your games. This comprehensive guide ensures that by the end of the course, you will have the knowledge and skills to create and publish your own games.

SQL Pocket Primer. A Comprehensive Guide to SQL and MySQL for Data Professionals

Mercury Learning and Information, Oswald Campesato

As part of the best-selling Pocket Primer series, this book is designed for data scientists and machine learning engineers seeking to deepen their SQL knowledge using MySQL as the primary RDBMS. It features Python-based code samples for accessing data from MySQL tables in Pandas data frames and Java-based samples for data access in MySQL, along with handling XML and JSON documents.The book also introduces NoSQL, with an overview of MongoDB, and SQLite, an open-source RDBMS for mobile devices. The final section covers diverse topics like normalization, schemas, database optimization, and performance. This comprehensive approach ensures a well-rounded understanding of SQL and related technologies, enhancing data manipulation and database management skills.Numerous code samples and listings throughout the book support the various topics covered. Companion files with source code and figures are available from the publisher, making this an essential resource for advancing your SQL proficiency and database management expertise.

CSS3 and SVG with GPT-4. Explore CSS3 animations and SVG techniques with GPT-4 insights

Mercury Learning and Information, Oswald Campesato

This book is your gateway to exploring the seamless integration of CSS3, SVG, and GPT-4. It begins by introducing the fundamentals of GPT-4 and generative AI, setting a solid foundation for understanding its capabilities. Alongside, you'll learn prompt engineering techniques to effectively interact with AI tools.The journey progresses into CSS3, covering its core principles and advanced features such as 3D animations. You'll discover innovative ways to integrate GPT-4 into web design processes, creating dynamic and visually engaging content. The book also delves into Scalable Vector Graphics (SVG), offering insights into creating scalable and crisp graphics. Combining SVG with GPT-4, you'll uncover new possibilities for unique designs.By the end, you'll have mastered the tools and techniques to harness AI-driven creativity, making your web development projects more efficient and imaginative. This book is perfect for designers, developers, and anyone looking to explore the intersection of AI and design.

Access 365 Project Book. Hands-On Database Creation

Mercury Learning and Information, Julitta Korol

This book is a practical introduction to building and managing Access desktop databases. Instead of merely explaining Microsoft Access, it helps you complete tasks related to creating, using, and managing a database. The hands-on approach focuses on creating a traditional Access desktop database and emphasizes splitting the database for optimized multi-user access. The primary project, the Employee Training Database (ETD), offers practical, real-world experience.The book guides you through database creation and management. It starts with planning and designing a database, followed by creating and setting up Access tables. It then covers primary keys, indexes, and table relationships, and populating tables with data. The middle sections include working with queries and designing and customizing forms.The latter part focuses on designing and using reports and customizing them. It concludes with compacting, splitting, and securing the database for optimized performance and security. These concepts enable efficient database management and enhance multi-user collaboration. This book transitions you from a novice to a proficient user, equipped with practical skills and comprehensive knowledge. Companion files with hands-on examples enrich your learning.

3D Printing. The Complete Guide to Mastering 3D Printing Techniques

Mercury Learning and Information, Stephanie Torta, Jonathan Torta

This book offers a comprehensive introduction to the field of 3D printing, covering its applications in industry, education, and the DIY community. It delves into common 3D printers, materials, and software, guiding you through setting up your own printer and performing essential calibration tasks. Through full-color images, you’ll learn about various printing methods, best practices, and how to finish your projects successfully.The book is divided into three parts: the first part provides a history and evolution of 3D printers, highlighting their industrial and personal use. The second part walks you through setting up a 3D printer, from initial hardware calibration to software functionalities and acquiring 3D objects. You’ll also find step-by-step guides for three different projects.The final part helps you choose the right printer, explains common features, and explores post-market modifications. Understanding 3D printing is crucial as it revolutionizes manufacturing and prototyping processes, enabling creativity and innovation in various fields. This book ensures a smooth journey from a novice to a confident 3D printing enthusiast, equipped with practical skills and knowledge. Companion files with videos, printable objects, and additional lessons enhance your learning experience.