Generative Ai Using Azure Openai Service For Beginners

Unlock the Future of AI using the powerful OpenAI models in the secured and reliable Azure Cloud

What you'll learn

Understand the fundamentals of AI,Generative AI and OpenAI API

Learn how to use ChatGPT and Prompt Engineering

Setup Azure OpenAI account

Understand Azure OpenAI quotas and pricing

Deploy Azure OpenAI service

Learn how to use the Azure OpenAI Studio to deploy LLMs

Test your models using the Playground

Access the model from Postman

Use the models from your Python Code through APIs

Deploy your tested models as a Web Application

Use DALL-E studio to generate images

Create Images From your python code using APIs

Understand what text embeddings are and deploy the Embedding Models

Generate Embeddings and find Similarity between words and sentences

Use Whisper AI model to generate text from audio

Translate audio from other languages to english

Use audio and text models together

Master using your own data with the models

Understand how keyword and vector search works

Use cognitive search

Learn how to secure your chatbots

Understand what Fine Tuning is and work on a usecase

Use Content Filters

and more in simple steps

Requirements

Basic Knowledge of Azure Cloud and Python Programming

No AI experience is needed

Description

Imagine being at the forefront of a revolution, where cutting-edge AI models like ChatGPT and DALL-E join forces with the secure and reliable infrastructure of Azure to redefine what's possible. This isn't just a course; it's your key to unlocking a new era of AI-powered innovation.The first course to cover Text,Image,Audio models,Using your own data and Fine Tuning in Azure OpenAI Service. What Awaits You in this Groundbreaking Course: Master Azure OpenAI: Dive deep into the heart of AI brilliance as you explore the limitless potential of ChatGPT , DALL-E, Whisper,Embeddings and more. Hands-On Learning: Get your hands dirty with Azure OpenAI Studio, Postman for testing API magic, and use the models from you python applications. Exclusive Azure Access: Azure is the exclusive gateway to OpenAI models, backed by Microsoft's significant investment in OpenAI and it is just the beginning. This course will show you how to make the most of this powerful combination. Advanced Topics: From the basics to the most advanced concepts like Fine Tuning, this course is your all-in-one ticket to becoming an Generative AI expert.From this course you will:Understand the fundamentals of AI, Generative AI and OpenAI APILearn how to use ChatGPT and Prompt EngineeringSetup Azure OpenAI accountUnderstand Azure OpenAI quotas and pricingDeploy Azure OpenAI serviceLearn how to use the Azure OpenAI Studio to deploy LLMsTest your models using the PlaygroundAccess the model from PostmanUse the models from your Python Code through APIsDeploy your tested models as a Web ApplicationUse DALL-E studio to generate imagesCreate Images From your python code using APIsUnderstand what text embeddings are and deploy the Embedding ModelsGenerate Embeddings and find Similarity between words and sentencesUse Whisper AI model to generate text from audioTranslate audio from other languages to englishUse audio and text models togetherMaster using your own data with the modelsUnderstand how keyword and vector search worksUse cognitive searchLearn how to secure your chatbotsUnderstand what Fine Tuning is and work on a usecaseUse Content Filtersand more in simple steps

Overview

Section 1: Introduction

Lecture 1 Introduction

Lecture 2 How to make the best of this course

Lecture 3 Github Url

Section 2: The Fundamentals

Lecture 4 What is AI

Lecture 5 What is Generative AI

Lecture 6 What is OpenAI

Section 3: ChatGPT Crash Course

Lecture 7 Introduction

Lecture 8 ChatGPT in action

Lecture 9 Prompt Engineering

Lecture 10 Summarize

Lecture 11 Expand

Lecture 12 Research and Plan

Lecture 13 Code

Lecture 14 Classification

Lecture 15 Market

Lecture 16 Translate

Lecture 17 Conditional Prompts

Lecture 18 Structured Output

Lecture 19 Sample Data

Section 4: Azure OpenAI Service

Lecture 20 What is Azure OpenAI Service

Lecture 21 Setup Azure OpenAI Service Account

Lecture 22 Deploy Azure OpenAI Service

Section 5: Text Processing

Lecture 23 Azure OpenAI Studio

Lecture 24 Deploy the model

Lecture 25 Access the model from Playground

Lecture 26 Setup PyCharm and Postman

Lecture 27 Access API from PostMan

Lecture 28 Pass Parameters

Lecture 29 Setup Python Project

Lecture 30 Configure API Key

Lecture 31 Access API Programatically

Lecture 32 Get Multiple Responses

Lecture 33 Deploy as WebApp

Lecture 34 Completions Play Ground

Lecture 35 Content Filters

Lecture 36 Content Filtering in Action

Section 6: Using Image Models

Lecture 37 Introduction

Lecture 38 Using DALL-E in studio

Lecture 39 Using DALL-E API

Section 7: Embeddings

Lecture 40 Introduction

Lecture 41 Deploy a Embeddings Model

Lecture 42 Generate Embeddings

Lecture 43 Finding Similarity

Section 8: Audio

Lecture 44 Introduction

Lecture 45 Deploy Azure OpenAI Service

Lecture 46 Deploy Models and Update Key

Lecture 47 Whisper Playground

Lecture 48 Transcribe

Lecture 49 Translate

Lecture 50 Mix Models

Section 9: Using Your Own Data

Lecture 51 Introduction

Lecture 52 Cognitive Search

Lecture 53 Ingestion

Lecture 54 Usecase

Lecture 55 Create the required resources

Lecture 56 Use Keyword Search

Lecture 57 Use Hybrid Search

Lecture 58 Clean Up Resources

Section 10: Fine Tuning

Lecture 59 Introduction

Lecture 60 Use Case and Data

Lecture 61 Deploy Azure OpenAI Service

Lecture 62 Fine Tuning from Studio

Lecture 63 Python Code WalkThrough

Lecture 64 Fine Tuning Using API

Lecture 65 Clean Up

Anyone who want to master Azure OpenAI AI,Any developer curious about Azure OpenAI and OpenAI APIs,Students who have completed my Python For Beginners course