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

What you'll learn

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

Requirements

Familiarity with Azure and the Azure portal

Basic knowledge about REST API

You don't need to know ANYTHING about ChatGPT and DALL-E

Description

[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 ServiceAnd 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.––––––––––––––––––––––––––––––What do my students have to say about my Azure courses––––––––––––––––––––––––––––––"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" - EslamAnd lots more…––––––––––––––––––––––––––––––Who is this course for?––––––––––––––––––––––––––––––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!––––––––––––––––––––––––––––––What are the prerequisites for this course?––––––––––––––––––––––––––––––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.––––––––––––––––––––––––––––––About Me––––––––––––––––––––––––––––––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.

Overview

Section 1: Welcome

Lecture 1 Course Introduction

Lecture 2 Join the Software and Cloud Architects Community

Lecture 3 Get the course slides

Lecture 4 Who Is This Course For?

Lecture 5 A note about Azure OpenAI Service preview

Lecture 6 Getting access to Azure OpenAI Service

Lecture 7 Agenda

Section 2: Introduction to ChatGPT

Lecture 8 Introduction

Lecture 9 What is ChatGPT?

Lecture 10 History of ChatGPT

Lecture 11 Working with ChatGPT

Lecture 12 Basic Use of ChatGPT

Lecture 13 Using ChatGPT for Conversations

Lecture 14 Tokens

Lecture 15 Plugins

Lecture 16 ChatGPT Plus

Section 3: Prompt Engineering

Lecture 17 Introduction

Lecture 18 Prompt Elements

Lecture 19 Using Prompt Elements to Get Better Results

Lecture 20 Be Specific

Lecture 21 Zero-, One- and Few-shots Prompting

Lecture 22 Exercise

Lecture 23 Resources

Section 4: Using ChatGPT

Lecture 24 Introduction

Lecture 25 Translation

Lecture 26 Summarizing

Lecture 27 Researching

Lecture 28 Planning

Lecture 29 Copywriting

Lecture 30 Working with Code

Lecture 31 Proofreading and Rephrasing

Lecture 32 Creating Content

Lecture 33 Generating Sample Data

Section 5: DALL-E2

Lecture 34 Introduction

Lecture 35 Using DALL-E2

Lecture 36 Generating Images with Bing and DALL-E

Section 6: Azure OpenAI Service

Lecture 37 Introduction

Lecture 38 A note about Azure OpenAI Service preview

Lecture 39 Getting access to Azure OpenAI Service

Lecture 40 Models in Azure OpenAI Service

Lecture 41 Use Cases

Lecture 42 Responsible AI

Lecture 43 Quotas and Limits

Lecture 44 Pricing

Lecture 45 Deploying Azure OpenAI Service

Section 7: Working with Text Models

Lecture 46 Introduction

Lecture 47 Azure OpenAI Studio

Lecture 48 Deploying Model using Azure OpenAI Studio

Lecture 49 Testing Deployment using the Playground

Lecture 50 Completion Parameters

Lecture 51 Configuring Postman for Using the API

Lecture 52 Working with the Completion API

Lecture 53 A note about the API version

Lecture 54 Using OpenAI Service ChatGPT

Lecture 55 Working with the Chat Completion API

Lecture 56 Deploying Chat Web App

Lecture 57 Content Filters

Lecture 58 Using Content Filters in OpenAI Studio

Lecture 59 Using Content Filters in the Completion API

Lecture 60 Working with Quotas

Lecture 61 Plugins and Extensibility

Section 8: Azure OpenAI Service DALL-E

Lecture 62 Introduction

Lecture 63 Using DALL-E in the Studio

Lecture 64 Working with the DALL-E API

Section 9: Fine Tuning

Lecture 65 Introduction

Lecture 66 The Fine Tuning Process

Lecture 67 Preparing the Dataset

Lecture 68 A note about fine-tuning pricing

Lecture 69 Creating Custom Model

Lecture 70 Deploying and Using the Model

Section 10: Securing Azure OpenAI Service

Lecture 71 Introduction

Lecture 72 Network Security

Lecture 73 Using Private Endpoint

Lecture 74 Azure AD Identity

Lecture 75 Using Azure AD Identity to Access OpenAI

Section 11: BONUS - Azure AI Content Safety

Lecture 76 Introduction

Lecture 77 A note about Azure AI Content Safety preview

Lecture 78 What Is Azure AI Content Safety

Lecture 79 Cost

Lecture 80 Deploying Azure AI Content Safety

Lecture 81 Analyzing Texts

Lecture 82 Analyzing Images

Lecture 83 Using Blocklists

Lecture 84 Azure AI Content Safety Studio

Section 12: Conclusion

Lecture 85 Conclusion

Lecture 86 Bonus lecture

Cloud architects who want to add ChatGPT and DALL-E capabilities to their systems,Cloud developers who want to learn about ChatGPT and DALL-E API in Azure,Anyone who's interested in ChatGPT and DALL-E in the cloud