Generative AI using Azure OpenAI ChatGPT for Beginners

Unlock the Future of AI using the powerful OpenAI models in the secured and reliable Azure Cloud
Generative AI using Azure OpenAI ChatGPT for Beginners
File Size :
1.63 GB
Total length :
3h 49m

Category

Instructor

Bharath Thippireddy

Language

Last update

12/2023

Ratings

4.6/5

Generative AI using Azure OpenAI ChatGPT for Beginners

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

Generative AI using Azure OpenAI ChatGPT for Beginners

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 Microsoft 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 and the only course that covers the Text,Image,Audio models , Using Your Own Data,Fine Tuning and other latest features 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 your 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 Documentation and Models List

Lecture 23 Pricing Quotas and Limits

Lecture 24 Deploy Azure OpenAI Service

Section 5: Text Processing

Lecture 25 Azure OpenAI Studio

Lecture 26 Deploy the model

Lecture 27 Access the model from Playground

Lecture 28 Setup PyCharm and Postman

Lecture 29 Access API from PostMan

Lecture 30 Pass Parameters

Lecture 31 Setup Python Project

Lecture 32 Configure API Key

Lecture 33 Access API Programatically

Lecture 34 Get Multiple Responses

Lecture 35 Deploy as WebApp

Lecture 36 Completions Play Ground

Lecture 37 Content Filters

Lecture 38 Content Filtering in Action

Section 6: Embeddings

Lecture 39 Introduction

Lecture 40 Deploy a Embeddings Model

Lecture 41 Install NumPy

Lecture 42 Generate Embeddings

Lecture 43 Finding Similarity

Section 7: 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 8: 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 9: 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

Section 10: Images

Lecture 66 Introduction

Lecture 67 Deploy DALL-E MODEL

Lecture 68 Using DALL-E in studio

Lecture 69 Using DALL-E API

Section 11: Functions Calling

Lecture 70 Introduction

Lecture 71 Deploy GPT4 Model

Lecture 72 The Problem

Lecture 73 Use Function Calling

Lecture 74 Invoke the function

Lecture 75 Things to remember

Section 12: Wrap Up

Lecture 76 Bonus Lecture

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

Course Information:

Udemy | English | 3h 49m | 1.63 GB
Created by: Bharath Thippireddy

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