SKU/Artículo: AMZ-B0F6K16RKJ
Natural Language Processing in C#: Complete NLP Guide | Build 12 Text Analysis Tools | Including ML.NET
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0.33 kg
0.33 kg
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Amazon
Amazon
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USA
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- Unlock the power of language with the perfect combination of C# and machine learning!Natural Language Processing in C# by Logan Carter is your ultimate guide to building sophisticated text analysis systems using modern C# practices and the powerful ML.NET framework. Whether you're a complete beginner to NLP or a seasoned C# developer looking to integrate text intelligence into your applications, this project-driven book will lead you step-by-step from fundamentals to advanced implementations.Through 12 real-world projects—including sentiment analysis tools, chatbots, text summarization engines, document search systems, and more—you will master how to process, understand, and generate human language using C#.What You’ll Learn Inside:Foundations of NLP: Understand tokenization, stemming, lemmatization, POS tagging, named entity recognition (NER), and more—all essential for building NLP applications.C# and ML.NET Setup: Learn to configure your development environment, install ML.NET libraries, and structure professional-grade NLP projects.Hands-On Real-World Projects: Build 12 text analysis tools including:Sentiment analysis for social media dataNamed entity recognition systemsExtractive text summarizationSpam classifiers and content filtersText similarity and clustering enginesTopic modeling with LDANatural language generation (NLG) for chatbotsDeep Learning and Modern Techniques: Get introduced to BERT, GPT fine-tuning, and contextualized embeddings within your C# applications.Multi-Language NLP: Handle text in multiple languages and build multilingual classification systems.Deployment and Integration: Deploy your trained NLP models using ASP.NET Core APIs and embed powerful text analysis capabilities into real-world web apps.Who This Book Is For:C# developers eager to master the world of Natural Language Processing.Machine learning engineers and data scientists looking to expand into C# and .NET environments.Software developers building intelligent applications that need to analyze or generate text.Students, researchers, and professionals interested in practical, hands-on NLP skills.Key Features:12 complete project tutorials with detailed code examples.Structured learning path from basic text processing to deep learning for text.Practical applications for business intelligence, customer review analysis, social media monitoring, and more.Covers ML.NET, TensorFlow.NET, SharpNLP, and SpacySharp for diverse NLP approaches.Whether you're building smarter apps, analyzing customer sentiment, or creating the next intelligent chatbot, Natural Language Processing in C# gives you the tools and expertise to succeed.Your journey to mastering text intelligence begins now—start building your NLP solutions today!
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