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Déborah Mesquita, Duygu Altinok
Mastering spaCy, Second Edition is your comprehensive guide to building sophisticated NLP applications using the spaCy ecosystem. This revised edition embraces the latest advancements in NLP, featuring new chapters on Large Language Models with spaCy-LLM, transformers integration, and end-to-end workflow management with Weasel.With this new edition you’ll learn to enhance NLP tasks using LLMs with spaCy-llm, manage end-to-end workflows using Weasel and integrating spaCy with third-party libraries like Streamlit, FastAPI, and DVC. From training custom named entity recognition (NER) pipelines to categorizing emotions in Reddit posts, readers will explore advanced topics like text classification and coreference resolution. This book takes you on a journey through spaCy’s capabilities, starting with the fundamentals of NLP, such as tokenization, named entity recognition, and dependency parsing. As you progress, you’ll delve into advanced topics like creating custom components, training domain-specific models, and building scalable NLP workflows.By end of the book, through practical examples, clear explanations, tips and tricks you will be empowered to build robust NLP pipelines and integrate them with web applications to build end-to-end solutions.
Quick Start Kubernetes. A Beginner's Guide to Container Orchestration in the Cloud - Third Edition
Nigel Poulton
This book is the backbone of modern cloud-native application deployment, but its complexity can be daunting for beginners. This book provides a practical and approachable guide to mastering Kubernetes, starting with fundamental concepts like microservices, orchestration, and cloud-native development. Readers will explore Kubernetes architecture, including control planes, worker nodes, and hosted solutions.Step-by-step instructions guide readers through setting up Kubernetes clusters on local and cloud platforms, containerizing applications, and pushing images to registries. Learn how to deploy containerized applications, connect them via services, and enable self-healing to ensure resilience.As you advance, discover how to scale applications dynamically, perform rolling updates for zero-downtime deployments, and troubleshoot real-world issues. The book concludes with resources for further learning, empowering readers to confidently manage Kubernetes environments in DevOps or cloud-native roles. Perfect for beginners, this hands-on guide simplifies Kubernetes for practical use.
Stephen Pearson
Ready to unleash the power of visual effects? From explosive movie scenes to mind-bending game animations, this second edition pushes Blender 4.0+ beyond what you thought possible. Featuring a brand-new chapter on combining multiple simulations for a burning effect and updated guidance on rendering with EEVEE, this book takes your Blender expertise to new heights.While Blender excels in 3D modeling and animation, this guide focuses specifically on VFX, helping you master realistic simulations using EEVEE and Cycles. You'll explore five physics-based simulations—Fluid, Rigid Body, Soft Body, Cloth, and Dynamic Paint—learning essential settings, troubleshooting techniques, and practical workflows. Through nine hands-on projects, including fire, waterfalls, and explosions, you’ll develop the skills to create stunning digital effects. Written by a VFX specialist who has taught thousands through best-selling courses, this book will help you build an impressive portfolio of professional-quality VFX projects in Blender and bring your creative visions to life!*Email sign-up and proof of purchase required