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Azure Open AI & Prompt Engineering Zero to Hero with Chatgpt
Rating: 3.8 out of 5(197 ratings)
20,569 students

Azure Open AI & Prompt Engineering Zero to Hero with Chatgpt

Become an expert in Azure Open AI, Chatgpt & Prompt Engineering from scratch with practical examples - The Master Course
Created byDivyanshu Mehta
Last updated 4/2023
English

What you'll 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.

Course content

5 sections • 38 lectures • 3h 20m total length

  • Introduction1:33
  • Modules0:53

    Explore Azure OpenAI fundamentals, cover concepts, models, and features, and examine real-world use cases before diving into labs and application building.

  • Azure Open AI Introduction8:09
  • Azure Open AI Features8:56
  • Azure Open AI : Use Cases2:17
  • Open AI vs Azure Open AI3:59
  • Request Access for Azure Open AI2:33
  • Concept: Prompts & Completion3:09

    Explore prompts and completions within Azure OpenAI, labeling the prompt input and model-generated completion while grounding concepts with practical examples and token basics.

  • Concept: Tokens5:12
  • Example: Prompts , Completions & Tokens1:03
  • Learnings: Few Shot, One Shot and No Shot3:00
  • Concept: Davinci5:27
  • Concept: Curie2:44

    Compare the Curie model with Da Vinci in speed and depth, showing when to use Query for sentiment, classification, summarization, and question answering.

  • Concept: Babbage2:10
  • Concept: Ada1:56
  • Concept: Codex2:29
  • Prompt Engineering7:22

    Understand prompt engineering: design prompts, fine-tune GPT models with curated datasets, and use Azure OpenAI APIs to produce accurate, engaging responses for specific tasks.

  • Concept: Generative3:34
  • Create Azure Open AI Resource2:20
  • First Look of Azure Open AI Studio and Create your first model.4:10
  • Demo: Davinci in Azure Open AI Studio11:40
  • Demo: Deep Dive with Examples in Azure Open AI Studio15:01
  • Demo: Working with Code in the playground4:13
  • Concept: Datasets2:30

    Understand data sets and how high-quality data enables fine tuning of models, guiding you to upload datasets in Azure OpenAI for tailored, higher quality responses.

  • Concept: Fine tuning2:54

Requirements

  • Basic knowledge of Azure Cloud Platform

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.

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!

Who this course is for:

  • Anyone interested in AI and language processing and wants to learn how to use OpenAI GPT models and prompt engineering in Azure cloud.
  • Developers and engineers who want to learn how to build AI-powered applications
  • Data scientists and analysts who want to expand their knowledge of AI and natural language processing
  • If you would like to become Prompt Engineer

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