Building AI-powered application with .NET:
In this comprehensive course, you'll explore the transformative intersection of AI, machine learning, and .NET development. Starting with the foundational concepts of AI and ML, you'll gain an in-depth understanding of key topics like generative AI, neural networks, and ethical implication...
Saved in:
| Other Authors: | |
|---|---|
| Format: | Electronic Video |
| Language: | English |
| Published: |
[Birmingham, United Kingdom]
Packt Publishing
[2025]
|
| Edition: | [First edition]. |
| Subjects: | |
| Links: | https://learning.oreilly.com/library/view/-/9781837027910/?ar |
| Summary: | In this comprehensive course, you'll explore the transformative intersection of AI, machine learning, and .NET development. Starting with the foundational concepts of AI and ML, you'll gain an in-depth understanding of key topics like generative AI, neural networks, and ethical implications. With a strong theoretical base, you'll transition seamlessly into setting up your development environment and working with ML.NET. The course emphasizes hands-on learning, guiding you through creating AI-powered applications with .NET and Azure. You'll learn to train models, process data, and integrate generative AI capabilities such as language models, copilots, and advanced Azure services. Step-by-step modules will walk you through developing intelligent solutions, including text classification, sentiment analysis, and image recognition applications, all with robust tools like Azure AI Cognitive Services and OpenAI models. By the end of the course, you'll have built multiple end-to-end projects that showcase your ability to leverage AI for innovative solutions. Whether deploying smart APIs, creating chatbots, or mastering tools like Azure AI Studio and RAG, this program equips you to build smarter, scalable applications that redefine modern development. |
| Item Description: | Online resource; title from title details screen (O'Reilly, viewed January 27, 2025) |
| Physical Description: | 1 Online-Ressource (1 video file (6 hr., 37 min.)) sound, color. |
| ISBN: | 9781837027910 1837027919 |
Staff View
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| spelling | Building AI-powered application with .NET [First edition]. [Birmingham, United Kingdom] Packt Publishing [2025] 1 Online-Ressource (1 video file (6 hr., 37 min.)) sound, color. zweidimensionales bewegtes Bild tdi rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Online resource; title from title details screen (O'Reilly, viewed January 27, 2025) In this comprehensive course, you'll explore the transformative intersection of AI, machine learning, and .NET development. Starting with the foundational concepts of AI and ML, you'll gain an in-depth understanding of key topics like generative AI, neural networks, and ethical implications. With a strong theoretical base, you'll transition seamlessly into setting up your development environment and working with ML.NET. The course emphasizes hands-on learning, guiding you through creating AI-powered applications with .NET and Azure. You'll learn to train models, process data, and integrate generative AI capabilities such as language models, copilots, and advanced Azure services. Step-by-step modules will walk you through developing intelligent solutions, including text classification, sentiment analysis, and image recognition applications, all with robust tools like Azure AI Cognitive Services and OpenAI models. By the end of the course, you'll have built multiple end-to-end projects that showcase your ability to leverage AI for innovative solutions. Whether deploying smart APIs, creating chatbots, or mastering tools like Azure AI Studio and RAG, this program equips you to build smarter, scalable applications that redefine modern development. Microsoft .NET Framework Application program interfaces (Computer software) Application software Development Artificial intelligence Machine learning Interfaces de programmation d'applications Logiciels d'application ; Développement Intelligence artificielle Apprentissage automatique APIs (interfaces) artificial intelligence Instructional films Nonfiction films Internet videos Films de formation Films autres que de fiction Vidéos sur Internet Williams, Trevoir MitwirkendeR ctb Packt Publishing, Verlag pbl |
| spellingShingle | Building AI-powered application with .NET Microsoft .NET Framework Application program interfaces (Computer software) Application software Development Artificial intelligence Machine learning Interfaces de programmation d'applications Logiciels d'application ; Développement Intelligence artificielle Apprentissage automatique APIs (interfaces) artificial intelligence |
| title | Building AI-powered application with .NET |
| title_auth | Building AI-powered application with .NET |
| title_exact_search | Building AI-powered application with .NET |
| title_full | Building AI-powered application with .NET |
| title_fullStr | Building AI-powered application with .NET |
| title_full_unstemmed | Building AI-powered application with .NET |
| title_short | Building AI-powered application with .NET |
| title_sort | building ai powered application with net |
| topic | Microsoft .NET Framework Application program interfaces (Computer software) Application software Development Artificial intelligence Machine learning Interfaces de programmation d'applications Logiciels d'application ; Développement Intelligence artificielle Apprentissage automatique APIs (interfaces) artificial intelligence |
| topic_facet | Microsoft .NET Framework Application program interfaces (Computer software) Application software Development Artificial intelligence Machine learning Interfaces de programmation d'applications Logiciels d'application ; Développement Intelligence artificielle Apprentissage automatique APIs (interfaces) artificial intelligence Instructional films Nonfiction films Internet videos Films de formation Films autres que de fiction Vidéos sur Internet |
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