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Become an expert in Azure Open AI, Chatgpt & Prompt Engineering from scratch with practical examples – The Master Course

What you will learn

Understand the concepts and applications of Azure Open AI and Prompt Engineering

Understand the concepts and applications of Azure Open AI and Prompt Engineering

Discover various Azure cognitive services and how to use them in Open AI and Prompt Engineering

Dive deep into Prompt Engineering and learn how to create and fine-tune AI models using GPT-3 and other OpenAI models

Get tips and insights from experienced AI and Azure professionals on how to optimize your Azure Open AI and Prompt Engineering projects

Practice your skills with real-world examples and exercises, including building a chatbot with OpenAI’s and deploying it on Azure.

Description

Welcome to the “Azure Open AI & Prompt Engineering Zero to Hero with Chatgpt” course!

In this course, you will learn how to work with Azure OpenAI, specifically the GPT-3.5/4 model and how to use it for prompt engineering, which is the art of crafting effective prompts to generate high-quality text responses. You will start with the basics of Azure OpenAI and progress to more advanced topics, such as prompt engineering, data preparation, and model fine-tuning.

By the end of this course, you will have a strong understanding of Azure OpenAI and how to use it for prompt engineering, as well as the skills to build your own powerful AI applications using GPT-3.5.


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This course is designed for developers and data scientists who are interested in learning how to work with Azure OpenAI and want to become proficient in prompt engineering.

  • Learn about the fundamentals of Azure Open AI and Prompt Engineering.
  • Understand the concept of natural language processing and how it works with AI.
  • Dive deep into the principles of prompt engineering, and how it can be used to generate human-like text.
  • Explore the different tools and platforms offered by Azure for Open AI and Prompt Engineering.
  • Understand the importance of pre-training and fine-tuning in creating robust AI models.
  • Discover how to use GPT-3 models for text completion and generation.
  • Learn how to train and deploy GPT-3 models on Azure.
  • Gain insights into best practices for working with Open AI and Prompt Engineering.
  • Learn about the ethical considerations and potential risks associated with AI and how to mitigate them.

By the end of this course, you will have a solid understanding of Azure Open AI and Prompt Engineering and be able to apply this knowledge to create powerful and effective AI models. Whether you are a developer, data scientist, or AI enthusiast, this course will provide you with the skills and knowledge you need to take your AI projects to the next level.

Enroll today and start your journey to becoming an Azure OpenAI and prompt engineering expert!

English
language

Content

Introduction to Azure Open AI

Introduction
Modules
Azure Open AI Introduction
Azure Open AI Features
Azure Open AI : Use Cases
Open AI vs Azure Open AI
Request Access for Azure Open AI
Concept: Prompts & Completion
Concept: Tokens
Example: Prompts , Completions & Tokens
Learnings: Few Shot, One Shot and No Shot
Concept: Davinci
Concept: Curie
Concept: Babbage
Concept: Ada
Concept: Codex
Prompt Engineering
Concept: Generative
Create Azure Open AI Resource
First Look of Azure Open AI Studio and Create your first model.
Demo: Davinci in Azure Open AI Studio
Demo: Deep Dive with Examples in Azure Open AI Studio
Demo: Working with Code in the playground
Concept: Datasets
Concept: Fine tuning

Designing Application: ChatGPT using Azure Open API

Architecture of the Application
Getting Started: Configuring the Environment
Building ChatGPT like Application Part 1
Building ChatGPT like Application Part 2
Building ChatGPT like Application Part 3
Building ChatGPT like Application Part 4
Final ChatGPT like Application
Chat Playground in Azure Open AI Studio

Embeddings

Create a deployment model
Concept: Embeddings
Demo: Embedding

Demo: Azure Open AI Studio(Overview)

Demo: Azure Open AI Studio

Demo: Create a Bot

Bot