AI-050 Develop Generative AI Solutions with Azure OpenAI Service

Course code: AI050

This course is intended for programmers who are interested in expanding their knowledge in the field of Generative AI. The course provides a detailed overview of using OpenAI’s Large Language Model (LLM), which is hosted on the Microsoft Azure platform.

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Course dates

Starting date: Upon request

Type: In-person/Virtual

Course duration: 1 day

Language: en/cz

Price without VAT: 310 EUR

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Course description

Participants will be introduced to various services such as chatGPT, Embedding, Dall-e and others that are available through this model. The course also covers various methods of interacting with these services, including the REST API and Azure OpenAI Studio. Through hands-on examples, participants will experience working with OpenAI’s LLM, including Prompt Engineering, text generation, content classification, translations, summarization and chat. Furthermore, participants will learn to work with vectors, embed content and search for answers in their own documents. The goal of the course is to teach participants how to configure and deploy models in Azure OpenAI and how to effectively integrate them into applications focused on generative AI.

Target group

This course is aimed at programmers who are interested in using large language models in the field of generative AI.

Course structure

Introduction

  • History and foundations of the LLM
  • OpenAI architecture, MS Azure OpenAI

Examples of use

  • Basic use of LLM / chatGPT
  • Prompt Engineering
  • Text creation, Conversations, Summaries, Brainstorming, Translations

Azure OpenAI Studio

REST API

Working with vectors

  • introduction
  • embedding
  • embedding of documents
  • database
  • search & embedding

Dall-e

Examples of use in corporate use

  • Marketing
  • Customer support
  • Blog

Prerequisites

Basic programming experience is recommended, but the course is designed to be useful to a wide range of participants.

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