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Azure AI

Implementing AI Solutions with Azure and C# (EN)

Build AI solutions on Azure with C#: Azure AI services, language, vision, search and generative AI. Course in English.

Formateur Fabrice Chrzanowski49 leçonsNiveau Tous niveaux

Description

🚀 Become an Azure AI Rockstar: Build Cutting-Edge AI Solutions with REST APIs & SDKs

Course Description

This dynamic course is designed to LAUNCH you into the stratosphere of Azure AI!
Aligned with the AI-102 certification, you’ll gain the skills to develop and deploy advanced AI solutions using REST APIs, SDKs, and Azure OpenAI services.

We’ll work hands-on with OpenAI Studio to:

  • Deploy and explore generative AI models (like ChatGPT)

  • Craft and refine prompts using Playground tools

  • Generate code using the Azure OpenAI service

🔧 Note: The course demonstrations are in C#, but Python code is also provided for all exercises.

🧠 What You’ll Master

🔍 Image & Video Intelligence
Extract insights from visual data to build smart, responsive applications.

🗣️ Natural Language Processing (NLP)
Create systems that can understand and interact using human language.

📚 Knowledge Mining
Analyze large datasets to uncover patterns, relationships, and hidden insights.

🧬 Generative AI
Explore the latest innovations in generative AI and build content-creating models.

🔒 Plus: Advanced Topics

  • Secure Development Best Practices for AI solutions

  • Full Integration with Azure AI Services, including Azure AI Search and Azure OpenAI

  • Real-world deployment scenarios

🎯 Who This Course Is For

This course is perfect for:

  • Software Engineers building, managing, and deploying AI-powered applications

  • Developers familiar with C# or Python

  • AI-curious programmers who want to apply cloud-based machine learning

  • Cloud professionals who want to integrate AI into their workflow

  • Anyone ready to become an Azure AI Rockstar

✅ Requirements

  • Completion of an introductory AI course (such as AI-900) or equivalent knowledge

  • Basic understanding of programming concepts

  • Familiarity with REST APIs

  • Knowledge of cloud computing fundamentals is a plus

🏁 Ready to Take Off?

By the end of this course, you’ll be a certified Azure AI innovator, equipped to build, deploy, and scale AI solutions across various domains.

Fasten your seatbelt — let’s fly with AI Airlines!

Programme

1. Section 1: Introduction 1 élément
2. Section 2: Prepare the Lab 1 élément
  1. Lecture 2: Ok let’s prepare the labs
3. Section 3: What is AZURE AI 3 éléments
  1. Lecture 3: So what is AZURE AI
  2. Lecture 4: And here is a list of some definitions
  3. Lecture 5: And more some more definitions I love it
4. Section 4: First Test to Connect and Test Our REST API 1 élément
  1. Lecture 6: OUaaaa so let’s call Language detection API (Preview enabled)
5. Section 5: Azure AI Security and Key VAULT 2 éléments
  1. Lecture 7: And what about security
  2. Lecture 8: Let’s configure Azure Key Vault
6. Section 6: Monitor Azure AI Services 1 élément
  1. Lecture 9: Monitor! Monitor! Monitor!
7. Section 7: Create Your Containers 1 élément
  1. Lecture 10: Really I can take AZURE AI and run it locally !!!!???
8. Section 8: Azure AI VISIONS 10 éléments
  1. Lecture 11: What is Azure AI Visions. Azure has eyes?
  2. Lecture 12: Let’s Go let me try it!!
  3. Lecture 13: Let’s Go let me try it and finish this lab!
  4. Lecture 14: And what is image classification
  5. Lecture 15: Show me how to classify images I need a shop with fruits!
  6. Lecture 16: Ok so far so good but what is Object detection
  7. Lecture 17: I love IT show me how to detect objects
  8. Lecture 18: I love IT show me how to detect objects and let’s finish the lab
  9. Lecture 19: Ok and what about FACE AI service
  10. Lecture 20: Ok finally the last service Video indexers ready to be surprised!
9. Section 9: Azure AI Language 2 éléments
  1. Lecture 21: Analyze text with Azure AI language
  2. Lecture 22: Ok Azure I have many info for my Hotel help me
10. Section 10: Create Question Answering Solutions 3 éléments
  1. Lecture 23: Bla bla bla
  2. Lecture 24: OK so my agency or my hotel need a BOT so go!
  3. Lecture 25: OK so my agency or my hotel need a BOT so go! and finish the work
11. Section 11: Build a Conversational Language 2 éléments
  1. Lecture 26: Extract meaning from natural language please close the light…
  2. Lecture 27: Ok I have a nice APP my super clock APP and resolve the issue
12. Section 12: Azure AI Text Classification 2 éléments
  1. Lecture 28: Ok let’s classify our documents
  2. Lecture 29: Understand custom named entity recognition Yes We can
13. Section 13: Translate Text 6 éléments
  1. Lecture 30: Hello Guten Morgen Bom dia Buong
  2. Lecture 31: Can you translate from French to Arabic? Yes of course
  3. Lecture 32: And Speech to text and Text to Speech Hope that I will hear somebody…
  4. Lecture 33: And can you also translate as I need to go to Japan
  5. Lecture 34: Ok show me please the first option
  6. Lecture 35: Ok show me please the second option
14. Section 14: Azure AI Document Intelligence I love IT!!! 2 éléments
  1. Lecture 36: What is Document Intelligence and why my customers love it
  2. Lecture 37: And the LAB 3 2 1…. Go!
15. Section 15: Azure AI Search 3 éléments
  1. Lecture 38: Search Search Yes please show me the power of AI search
  2. Lecture 39: Ok now it’s time for lab!!
  3. Lecture 40: Ok and can we create a web application to search all?
16. Section 16: OPEN AI ChatGPT 9 éléments
  1. Lecture 41: So Open AI? ChatGPT?
  2. Lecture 42: Ok so now we will create our Azure OpenAI resource and choose the right model…
  3. Lecture 43: Studio for movies? No for OpenAI of course lol
  4. Lecture 44: Get started with OPEN AI. Super Open AI studio
  5. Lecture 45: Use on your code Yes please
  6. Lecture 46: Prompt engineer this is the starting and Power of ChatGPT
  7. Lecture 47: Use your own data I really love this
  8. Lecture 48: Code generation and help me to correct it or add comments
  9. Lecture 49: Generate Image with Dall-E Houraaaa

Formateur

Fabrice Chrzanowski

Fabrice Chrzanowski

Fondateur · Senior Microsoft Certified Trainer

Cloud Solution Architect et formateur certifié Microsoft depuis plus de 30 ans. Il conçoit et anime des formations pour de grandes entreprises en IA générative, Microsoft Copilot, Microsoft 365, Azure, Power Platform et cybersécurité. Il intervient en français et en anglais, en présentiel et à distance, depuis Malte.

Questions fréquentes

Comment fonctionne une formation vidéo ITFIT ?

La formation est organisée en vidéos réparties en sections et en leçons. Vous progressez à votre rythme et pouvez revoir les leçons quand vous le souhaitez.

Combien de temps ai-je accès au cours ?

L’accès est illimité, à vie, après l’achat. Avec l’abonnement, l’accès dure tant que l’abonnement est actif.

Quel certificat est délivré ?

Chaque formation terminée donne accès à un certificat ITFIT. Ce n’est pas une certification officielle de l’éditeur.

Puis-je former toute une équipe ?

Oui. Nous proposons des licences multi-utilisateurs et des sessions en entreprise sur ce sujet. Demandez un devis.

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