Generative AI for Java Developers with Azure OpenAI ChatGPT

Unlock the Future of AI using the powerful OpenAI models in the secured and reliable Azure Cloud
Generative AI for Java Developers with Azure OpenAI ChatGPT
File Size :
1.96 GB
Total length :
4h 13m

Category

Instructor

Bharath Thippireddy

Language

Last update

12/2023

Ratings

4.9/5

Generative AI for Java Developers with Azure OpenAI ChatGPT

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 Java Code through APIs
Deploy your tested models as a Web Application
Use DALL-E studio to generate images
Create Images From your Java 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 for Java Developers with Azure OpenAI ChatGPT

Requirements

Basic Knowledge of Azure Cloud and Java Programming
No AI experience is needed
Azure AI Account Access

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 Java 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 Java Code through APIsDeploy your tested models as a Web ApplicationUse DALL-E studio to generate imagesCreate Images From your Java 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 Java API

Lecture 24 Pricing Quotas and Limits

Lecture 25 Deploy Azure OpenAI Service

Section 5: Text Processing

Lecture 26 Azure OpenAI Studio

Lecture 27 Deploy the model

Lecture 28 Access the model from Playground

Lecture 29 Pass Parameters

Lecture 30 Setup Postman

Lecture 31 Access API from PostMan

Lecture 32 Setup Java Project

Lecture 33 Configure API Key

Lecture 34 Code Walk Through

Lecture 35 Access API Programatically

Lecture 36 Get Multiple Responses

Lecture 37 Deploy as WebApp

Lecture 38 Completions Play Ground

Lecture 39 Content Filters

Lecture 40 Content Filtering in Action

Section 6: Using Image Models

Lecture 41 Introduction

Lecture 42 Using DALL-E in studio

Lecture 43 Using DALL-E API

Lecture 44 Few More Options and Handling Errors

Section 7: Embeddings

Lecture 45 Introduction

Lecture 46 Deploy a Embeddings Model

Lecture 47 Generate Embeddings

Lecture 48 Finding Similarity

Section 8: Audio

Lecture 49 Introduction

Lecture 50 Deploy Azure OpenAI Service

Lecture 51 Deploy Models and Update Key

Lecture 52 Whisper Playground

Lecture 53 Audio Resources

Lecture 54 Transcribe

Lecture 55 Translate

Lecture 56 Mix Models

Section 9: Using Your Own Data

Lecture 57 Introduction

Lecture 58 Cognitive Search

Lecture 59 Ingestion

Lecture 60 Usecase

Lecture 61 Create the required resources

Lecture 62 Use Keyword Search

Lecture 63 Use Hybrid Search

Lecture 64 Clean Up Resources

Section 10: Fine Tuning

Lecture 65 Introduction

Lecture 66 Use Case and Data

Lecture 67 Deploy Azure OpenAI Service

Lecture 68 Note on Fine Tuning

Lecture 69 Fine Tuning from Studio

Lecture 70 Python Code WalkThrough

Lecture 71 Fine Tuning Using API

Lecture 72 Clean Up

Section 11: More API Programs

Lecture 73 Async Processing

Lecture 74 Streaming

Section 12: Function Calling

Lecture 75 Introduction

Lecture 76 The Problem

Lecture 77 Use Function Calling

Lecture 78 Invoke the function

Lecture 79 Things to remember

Section 13: Wrap Up

Lecture 80 Bonus Lecture

Anyone who want to master Azure OpenAI Service,Any java developer curious about Azure OpenAI and OpenAI APIs,Students who have completed my Core Java Made Easy Course

Course Information:

Udemy | English | 4h 13m | 1.96 GB
Created by: Bharath Thippireddy

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