Published 11/2023
MP4 | Video: h264, 1920×1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.80 GB | Duration: 3h 54m
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 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
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
Lecture 20 ChatGPT
Section 4: Azure OpenAI Service
Lecture 21 What is Azure OpenAI Service
Lecture 22 Setup Azure OpenAI Service Account
Lecture 23 Documentation and Models List
Lecture 24 Pricing Quotas and Limits
Lecture 25 Deploy Azure OpenAI Service
Section 5: Text Processing
Lecture 26 Azure OpenAI Studio
Lecture 27 Access the model from Playground
Lecture 28 Setup Postman
Lecture 29 Access API from PostMan
Lecture 30 Deploy the model
Lecture 31 Pass Parameters
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 Transcribe
Lecture 54 Translate
Lecture 55 Mix Models
Section 9: Using Your Own Data
Lecture 56 Introduction
Lecture 57 Cognitive Search
Lecture 58 Ingestion
Lecture 59 Usecase
Lecture 60 Create the required resources
Lecture 61 Use Keyword Search
Lecture 62 Use Hybrid Search
Lecture 63 Clean Up Resources
Section 10: Fine Tuning
Lecture 64 Introduction
Lecture 65 Use Case and Data
Lecture 66 Deploy Azure OpenAI Service
Lecture 67 Fine Tuning from Studio
Lecture 68 Python Code WalkThrough
Lecture 69 Fine Tuning Using API
Lecture 70 Clean Up
Section 11: More API Programs
Lecture 71 Streaming
Lecture 72 Async Processing
Section 12: Wrap Up
Lecture 73 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
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