Azure Open AI & Prompt Engineering Zero to Hero with Chatgpt
- Description
- Curriculum
- FAQ
- Reviews
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!
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1
Introduction -
2
Modules
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3
Azure Open AI Introduction
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4
Azure Open AI Features
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5
Azure Open AI : Use Cases
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6
Open AI vs Azure Open AI
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7
Request Access for Azure Open AI
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8
Concept: Prompts & Completion
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9
Concept: Tokens
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10
Example: Prompts , Completions & Tokens
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11
Learnings: Few Shot, One Shot and No Shot
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12
Concept: Davinci
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13
Concept: Curie
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14
Concept: Babbage
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15
Concept: Ada
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16
Concept: Codex
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17
Prompt Engineering
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18
Concept: Generative
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19
Create Azure Open AI Resource
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20
First Look of Azure Open AI Studio and Create your first model.
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21
Demo: Davinci in Azure Open AI Studio
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22
Demo: Deep Dive with Examples in Azure Open AI Studio
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23
Demo: Working with Code in the playground
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24
Concept: Datasets
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25
Concept: Fine tuning
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26
Architecture of the Application
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27
Getting Started: Configuring the Environment
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28
Building ChatGPT like Application Part 1
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29
Building ChatGPT like Application Part 2
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30
Building ChatGPT like Application Part 3
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31
Building ChatGPT like Application Part 4
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32
Final ChatGPT like Application
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33
Chat Playground in Azure Open AI Studio
