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Azure ChatGPT and OpenAI Service – The Complete Guide

Leverage the power and security of Azure to enhance the creative capabilities of ChatGPT and other OpenAI models
Instructor:
Memi Lavi
4,845 students enrolled
English [Auto]
Extensive, practical knowledge about ChatGPT and DALL-E
Advanced techniques for using ChatGPT
Azure OpenAI Service and its support for ChatGPT and DALL-E
Publish OpenAI Service as an App Service
Fine tune models to include your own data
Securing OpenAI Service using Azure security controls
Using AI Content Safety to filter text from harmful content

[Note: This description was created by ChatGPT using advanced Prompt Engineering techniques which we’ll learn in this course, with some minor fine tunings]

ChatGPT is changing the world, and now you can harness its incredible power along with the revolutionary DALL-E in this groundbreaking course.

This course is your key to unlocking the full potential of these cutting-edge AI models and leveraging the secure and reliable infrastructure of Azure.

In this comprehensive course, you will dive deep into the capabilities of ChatGPT and DALL-E, learning how to create captivating conversational agents and generate stunning visual content. We’ll do that through hands-on exercises, providing you with practical knowledge and real-world applications.

And after learning about ChatGPT and DALL-E, we’ll see how to use them as part of Azure OpenAI Service, that provides API for using these services, and harness the power, reliability and security of Azure with the creativity of these models.

Azure is the only cloud offering the OpenAI models, and it will stay this way since Microsoft is a major investor in OpenAI. And this course will show you exactly how to practically utilize these models and customize them for your needs in Azure.

Here are some of the topics we’ll learn in this course:

– Introduction to ChatGPT and DALL-E

– Prompt Engineering with ChatGPT

– Best uses of ChatGPT

– Introduction to Azure OpenAI Service

– Customizing and fine-tuning models for specific tasks

– Working with OpenAI’s APIs

– Publishing an App Service based on OpenAI model

– Securing Azure OpenAI Service

And even a bonus section about Azure AI Content Safety, a new service that helps you automatically moderate and filter user generated content.

This course is extremely practical. We’re not going to just learn the theory and view slides. There’s going to be a lot of hands-on work with Azure, OpenAI Studio, Postman for using the API, and the AI Content Safety service.

There’s no other course like this! This is the first, and only, course that will take you all the way from the absolute basics of ChatGPT, DALL-E and Azure OpenAI Service to the most advanced topics, making you a real expert in this field.

Don’t miss out on this opportunity to become a master of ChatGPT and DALL-E with Azure OpenAI Service. Enroll today and unlock the limitless possibilities of AI creativity and conversation in Azure.

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What do my students have to say about my Azure courses

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“This is the best Azure course I have encountered on Udemy or anywhere. And I say this after buying 8 different Udemy Azure before” – Arbaaz

One of the best Azure classes in the world” – Kkvi1357

One of the best courses I’ve done at Udemy – top among maybe 50-100″ – Russ

Memi is a true architect willing to get his hands dirty!” – Kevon

Excellent” – Ashwani

Highly recommended” – Shashank

“I am loving it <3 the best part is the project based learning !” – Juhi

The best course I have taken on Udemy” – Eslam

And lots more…

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Who is this course for?

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Any person who works with Azure and wants to learn about ChatGPT and the OpenAI models will benefit from this course.

Whether you are a cloud architect, developer or administrator – this course is for you.

And in fact – anyone who’s interested in ChatGPT can take this course and benefit from it.

If you’re not sure if this course is for you – drop me a note!

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What are the prerequisites for this course?

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Some knowledge of Azure and familiarity with the Azure portal is required for this course.

Note: This is not a beginner course in Azure, and I assume you already know how to work with Azure, create resources in it and work with them.

Note 2: You don’t have to know ANYTHING about ChatGPT, DALL-E or OpenAI. We’ll learn all these topics from the very beginning.

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About Me

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I’ve been working with Azure for more than 11 years, spanning dozens of customers from various fields – Fortune 100 enterprises, start-ups, govt. entities, defense, telco, banking, and lots more.

In addition, I am a certified Azure Solutions Architect Expert and a certified Azure Security Engineer.

I’ve been in the software industry for more than 20 years, and a Software Architect for more than 17 years, working with a variety of clients.

I’m an avid speaker and trainer, having trained thousands of students in various courses.

I love what I do, and my greatest passion (well, besides my family…) is designing modern, practical, and reliable systems for my clients, using the best possible architecture patterns and services.

Welcome

1
Course Introduction
2
Join the Software and Cloud Architects Community
3
Get the course slides
4
Who Is This Course For?
5
A note about Azure OpenAI Service preview
6
Getting access to Azure OpenAI Service
7
Agenda

Introduction to ChatGPT

1
Introduction
2
What is ChatGPT?
3
History of ChatGPT
4
Working with ChatGPT
5
Basic Use of ChatGPT
6
Using ChatGPT for Conversations
7
Tokens
8
Plugins
9
ChatGPT Plus

Prompt Engineering

1
Introduction
2
Prompt Elements
3
Using Prompt Elements to Get Better Results
4
Be Specific
5
Zero-, One- and Few-shots Prompting
6
Exercise
7
Resources

Using ChatGPT

1
Introduction
2
Translation
3
Summarizing
4
Researching
5
Planning
6
Copywriting
7
Working with Code
8
Proofreading and Rephrasing
9
Creating Content
10
Generating Sample Data

DALL-E2

1
Introduction
2
Using DALL-E2
3
Generating Images with Bing and DALL-E

Azure OpenAI Service

1
Introduction
2
A note about Azure OpenAI Service preview
3
Getting access to Azure OpenAI Service
4
Models in Azure OpenAI Service
5
Use Cases
6
Responsible AI
7
Quotas and Limits
8
Pricing
9
Deploying Azure OpenAI Service

Working with Text Models

1
Introduction
2
Azure OpenAI Studio
3
Deploying Model using Azure OpenAI Studio
4
Testing Deployment using the Playground
5
Completion Parameters
6
Configuring Postman for Using the API
7
Working with the Completion API
8
A note about the API version
9
Using OpenAI Service ChatGPT
10
Working with the Chat Completion API
11
Deploying Chat Web App
12
Content Filters
13
Using Content Filters in OpenAI Studio
14
Using Content Filters in the Completion API
15
Working with Quotas
16
Plugins and Extensibility

Azure OpenAI Service DALL-E

1
Introduction
2
Using DALL-E in the Studio
3
Configuring the DALL-E API
4
Using DALL-E API

Fine Tuning

1
Introduction
2
The Fine Tuning Process
3
Preparing the Dataset
4
A note about fine-tuning pricing
5
Creating Custom Model
6
Deploying and Using the Model

Securing Azure OpenAI Service

1
Introduction
2
Network Security
3
Using Private Endpoint
4
Azure AD Identity
5
Using Azure AD Identity to Access OpenAI

Azure AI Content Safety

1
Introduction
2
A note about Azure AI Content Safety preview
3
What Is Azure AI Content Safety
4
Cost
5
Deploying Azure AI Content Safety
6
Analyzing Texts
7
Analyzing Images
8
Using Blocklists
9
Azure AI Content Safety Studio

Conclusion

1
Conclusion
2
Bonus: Next Steps
You can view and review the lecture materials indefinitely, like an on-demand channel.
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