This book covers mathematical foundations & advanced techniques for NLP, machine learning, and LLMs. It provides complete NLP system design in Python code and includes expert opinions on future trends to help you solve real-world business problems.
This book provides a hands-on approach to solving over 30 prominent real-world computer vision problems using PyTorch 2.x on actual datasets. Here you’ll learn to build a neural network from scratch and optimize hyperparameters, perform image classification, multi-object detection, segmentation, and more. You'll also explore facial expression manipulation and combining CV with NLP and RL techniques, build generative AI applications, and take your model to production on AWS. By the end of this book, you'll master modern NN architectures and confidently solve real-world CV problems.
Gain an overview of Microsoft Fabric and designing and building analytics systems for various use cases, including lakehouses, data warehouses, real-time analytics, and data science, while also boosting developers' productivity through Copilot integration.
Ace the SAP-C02 exam with this study guide. Reinforce your knowledge, gain insights into various architectures, and access lifetime practice resources to develop advanced skills and design innovative solutions on the AWS cloud.
Explore ASP.NET Core with this unique guide to crafting resilient and adaptable applications with the GoF design patterns. Featuring architectural principles, SOLID, REST, layering, microservices, and feature-oriented design, and more.
Unlock the power of Azure data engineering with this certification guide, elevating your skills in data processing, storage, and security with the help of practical insights, hands-on exercises, and the latest advancements.
This Cybersecurity Architect's Handbook is the roadmap to launching your career in cybersecurity, covering advanced strategies for designing, implementing, and maintaining comprehensive security architectures in on-premises and cloud environments.
The book will cover the practical guide to becoming a network architect, helping you build expertise in networking engineering skills, fabric layout design, collaboration with stakeholders, and essential certifications for success in the field.
This unique book introduces both React and React Native, giving you a big picture view of the React ecosystem.
This latest edition emphasizes AI risk management, the AI/ML adoption journey, and the emerging field of generative AI, highlighting the increasing importance of developing secure and scalable ML platforms across industries.
Dive into web development with Blazor in this essential guide to creating and deploying production-ready Blazor apps, updated to bring you up to speed with the new features and enhancements introduced in .NET 8.
This book is a fun introduction to the world of game programming, C++20, and the OpenGL-powered SFML using four fun, fully playable games of increasing difficulty and advancing features
Dive into the world of AI-driven writing by mastering prompt engineering for diverse applications, from content creation to chatbots. Discover the potential of LLMs for idea generation, overcoming writer's block, boosting productivity, and more.
PyTorch is making it easier than ever before for anyone to build deep learning applications. This PyTorch deep learning book will help you uncover expert techniques to get the most out of your data and build complex neural network models.
Explore the full potential of MongoDB 7.0 with this comprehensive guide that offers powerful techniques for efficient data manipulation, application integration, and security. This intermediate-to-advanced level book empowers you to harness the power of the latest version of MongoDB.