Designing and Implementing AI Solutions with Azure and C#

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Fabrice Chrzanowski

11:02:17

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1. Introduction

1.1 If you can follow this training before.html

1.2 screenshot of power.zip

1.3 Take your first steps with C#.html

1.4 Take your first steps with Python.html

1.5 The lab.html

1. Introduction.mp4

03:30

2. Prepare Yes

1. Ok lets prepare the labs.mp4

00:51

3. What is AZURE AI

1.1 Azure Machine Learning.html

1.2 Understand considerations for responsible AI.html

1. So what is AZURE AI.mp4

09:16

2. And here is a list of some definitions.mp4

09:56

3. And more some more definitions I love it.mp4

10:40

4. First test to connect and test our REST API

1.1 language-detection.html

1. OUaaaa so lets call Language detection API.mp4

35:10

5. Azure AI security and Key VAULT

1.1 Consider authentication.html

1. And what about security.mp4

21:56

2.1 Azure key-vault.html

2. Lets configure Azure Key Vault.mp4

14:36

6. Monitor Azure AI Services

1.1 Alerts.html

1.2 Azure-portal-dashboards.html

1.3 Price.html

1. Monitor ! Monitor ! Monitor !.mp4

19:39

7. Create your containers

1.1 Use Azure AI services containers.html

1. Really I can take AZURE AI and run it locally !!!!.mp4

24:50

8. Azure AI VISIONS

1.1 Generate a smart-cropped thumbnail and remove background.html

1.2 Provision an Azure AI Vision resource.html

1.3 Read Text in images and documents with the Azure AI Vision service.html

1. What is Azure AI Visions. Azure has eyes .mp4

09:54

2. Let Go let me try it !!.mp4

18:32

3. Let Go let me try it and finish this lab !.mp4

15:09

4.1 Understand custom model types.html

4. And what is image classification.mp4

06:09

5. Show me how to classify images I need a shop with fruits !.mp4

22:14

6. Ok so far so good but what is Object detection.mp4

10:14

7. I love IT show me how to detect object.mp4

25:35

8. I love IT show me how to detect object and lets finish the lab.mp4

09:34

9. Ok and what about FACE AI service.mp4

37:12

10. Ok finally the last service Video indexers ready to be surprised !.mp4

22:12

9. Azure AI Language

1. Analyze text with Azure AI language.mp4

18:28

2. Ok Azure i have many info for my Hotel help me.mp4

17:05

10. Create question answering solutions

1. Bla bla bla.mp4

16:46

2. OK so my agency or my hotel need a BOT so go !.mp4

20:14

3. OK so my agency or my hotel need a BOT so go ! and finish the work.mp4

10:00

11. Build a conversational language

1. Extract meaning from natural language please close the light ....mp4

20:17

2. Ok I have a nice APP my super clock APP and resolve the issue.mp4

37:06

12. Azure AI text classification

1. Ok lets classify our documents.mp4

28:14

2. Understand custom named entity recognition Yes We can.mp4

29:11

13. Translate text

1. Hello Guten Morgen Bom dia Buong.mp4

22:58

2. Can you translate from french to arabic Yes of course.mp4

11:24

3. And Speech to text and Text to Speech Hope that i will here somebody ....mp4

19:47

4. And can you also translate as I need to go to Japan.mp4

04:43

5. Ok show me please the first option.mp4

22:50

6. Ok show me please the second option.mp4

10:53

14. Azure AI search

1. Search Search Yes please show me the power of AI search.mp4

27:37

2. Ok now its time for lab !!.mp4

17:00

15. OPEN AI ChatGPT

1. Coming soon.mp4

00:35

Description

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

What You'll Learn?

Interact with Azure AI services using REST APIs and SDKs Csharp
Build secure and scalable image processing pipelines for tasks like object detection, facial recognition, and content moderation
Craft intelligent video analysis solutions to extract insights from video data
Harness the power of natural language processing (NLP) to perform tasks like sentiment analysis, text summarization, and chatbot development
Unlock the potential of knowledge mining to uncover hidden patterns and relationships within large datasets
Explore the fascinating world of generative AI and create applications that can generate realistic text, images, and even code!
Monitor Azure AI services
Deploy Azure AI services in containers
Analyze, classify, detect, read text images with AI vision service
Create question answering solutions with Azure AI Language
Use OPEN AI to build the best prompts
Translate text with Azure AI Translator service
Create speech-enabled apps with Azure AI services
Translate speech with the Azure AI Speech service
Create an Azure AI Search solution
Plan an Azure AI Document Intelligence solution
Extract data from forms with Azure Document Intelligence
Get started with Azure OpenAI Service
Apply prompt engineering with Azure OpenAI Service
Generate code with Azure OpenAI Service
Generate images with Azure OpenAI Service
Implement Retrieval Augmented Generation (RAG) with Azure OpenAI Service

Who is this for?

Software engineers concerned with building, managing and deploying AI solutions that leverage Azure AI Services, Azure AI Search, and Azure OpenAI.

They are familiar with C# or Python

Programmers Eager to Apply AI

Cloud Curious with an AI Focus

Anyone Who Wants to Be an Azure AI Rockstar

What You Need to Know?

If you can follow my AI intro course you will ready to fly with AI airlines

Basic understanding of programming concepts

Familiarity with cloud computing fundamentals is a plus

knowledge on using REST-based APIs

More details

Description
Become an Azure AI Rockstar: Build Cutting-Edge AI Solutions with REST APIs & SDKs
This course is designed to LAUNCH you into the stratosphere of Azure AI! Leveraging the power of the in-demand AI-102 curriculum, we'll equip you to craft next-level AI solutions using cutting-edge Representational State Transfer (REST) APIs and Software Development Kits (SDKs).
We will use OpenAI Studio to create our deployments and Explore types of generative AI models (ChatGPT API)
Use prompts to get completions from models and use OpenAI Studio's playgrounds
Generate code with Azure Open AI service

In this course I will use C# but you will have the code for Python !
Here's what you'll dominate:
Image & Video Processing Powerhouse: Master the art of extracting insights from visual data. Build applications that can analyze images and videos for real-world applications.
Natural Language Processing (NLP) Wizardry: Unleash the power of language! Craft intelligent systems that understand and respond to human communication.
Knowledge Mining Guru: Become a data detective! Unearth hidden patterns and relationships within massive datasets.
Generative AI Mastermind: Shape the future! Explore the fascinating world of generative AI and create groundbreaking content.
But wait, there's more! We'll also dive deep into:
Secure Development Best Practices: Build robust and trustworthy AI solutions.
Azure AI Services Integration: Seamlessly leverage the full spectrum of Azure's AI offerings.
Are You Ready to Level Up?
This course is designed for those with a foundational understanding of AI concepts. Ideally, you'll have completed the AI-900 Azure AI Fundamentals certification or possess equivalent knowledge.
By the end of this course, you'll be a bonafide Azure AI champion, capable of building and deploying real-world AI solutions across various domains.
Get ready to unlock your full potential and become an unstoppable force in the ever-evolving world of AI!

Who this course is for:
Software engineers concerned with building, managing and deploying AI solutions that leverage Azure AI Services, Azure AI Search, and Azure OpenAI.
They are familiar with C# or Python
Programmers Eager to Apply AI
Cloud Curious with an AI Focus
Anyone Who Wants to Be an Azure AI Rockstar

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Bonjour?Je m'appelle Fabrice Je vis actuellement à MalteDepuis plus de 25 ans, je suis expert en administration système et multi cloud (Google, Aws et Azure). Je suis passionné par mon métier. J'aime partager mes connaissances en informatique.Je vous souhaite à tous une excellente santé et de supers cours

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