Develop generative AI solutions with Azure OpenAI Service

40

LESSONS

ALL

SKILL LEVEL

3:07 hr

DURATION

ENGLISH

AUDIO

ENG

SUBTITLES

OVERVIEW

Generative AI allows you to use GPT models to create conversations with an AI, and DALL-E to create images. You can use a User Interface portal, or program using Python or C#.

In this 3 hour course we’ll cover the skills that you need for to create generative conversations or images using the Azure OpenAI Service.

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WHO IS THE COURSE FOR?

This course is for you if you want to use Generative Artificial Intelligence, either using a portal or programming using Python or C#. This is especially for you if you are, or want to be, an AI Engineer, App Maker, or Developer, or just want to learn more about Gen AI.

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LEARNING PATH

DEPLOY AN AZURE OPENAI RESOURCE AND MODEL

  • Apply for permission to use OpenAI.
  • Deploy the GPT-3.5-turbo model.
  • Generate natural language responses by using Azure OpenAI
  • Apply prompt engineering techniques by using Azure OpenAI
  • Generate and improve code by using Azure OpenAI

CONNECT TO THE MODEL USING PYTHON AND C#

  • Understanding the ChatCompletion model.
  • Installing Visual Studio Code
  • Use the version 0.28.1 and 1.x Python libraries
  • Use the version 1.0.0-beta.9 and 1.0.0-beta.13 C# libraries

GENERATE IMAGES WITH DALL-E IN AZURE OPENAI

  • Use DALL-E 2 in the portal.
  • Quickly generate code in Python using version 0.28.1
  • Review code in C# using version 1.0.0-beta.9

USE AZURE OPENAI ON YOUR DATA

  • Create Azure Blob Storage and Azure AI Search resources.
  • Upload and process your own data.
  • Use your own data using Python and C#.

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