Generative AI for DevOps Engineers

سرفصل های دوره

Gen AI for DevOps and DevSecOps Engineers | Learn about Basics of Gen AI | Use Gen AI Models Online and on Local Machine

1. Introduction

1. Introduction and Agenda

2. GenAI Basics

1. Agenda Items of this section

2. Generative AI - Understanding and some use cases

3. Generative AI - Basic Terms

4. Understanding Model in layman terms

5. What are Tokens and Embeddings in AI Models

6. Prompt Engineering Strategies and Practical Examples in DevOps and DevSecOps

7. Lets understand the ML type, Algorithm and Model in ChatGPT

8. Lets understand the ML type, Algorithm and Model in Dall-E

9. Lets understand the ML type, Algorithm and Model in Github Copilot

10. Hands-On Completing your DevOps tasks using GenAI Systems

11. Hands-On Completing your DevSecOps tasks using GenAI Systems

3. Hands-On Run Gen AI Models on your Local System

1.1 Download PyCharm.html

1.2 Download Python.html

1. Hands-On Prerequisites for running Generative AI Model on Local System - Part 1

2.1 GPT4All Documentation.html

2. Hands-On Prerequisites for running Generative AI Model on Local System - Part 2

4. Implement a Case Study using Generative AI on Local System

1.1 GitHub Repo for this Case Study.html

1. Understanding Case Study for DevOps and DevSecOps Engineers

2.1 Microsoft C++ Build Tools.html

2. Prerequisites for PersonalGPT - Install C++ Build Tools on Windows machine

3.1 Download Ollama.html

3. Prerequisites for PersonalGPT - Install Ollama to download and run Models

4.1 Download Conda.html

4. Prerequisites for PersonalGPT - Install Conda for an isolated Python environment

5.1 GitHub Repo for this Case Study.html

5. Clone My PersonalGPT Repo on Local System

6. Hands-On Implementing our PersonalGPT on Local System-Part 1

7. Hands-On Implementing our PersonalGPT on Local System-Part 2

5. Next Steps

1. Bonus Lecture.html

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تولید کننده: Udemy