Generative AI for DevOps Engineers

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Raghu The Security Expert !!

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1. Introduction

1. Introduction and Agenda.mp4

08:02

2. GenAI Basics

1. Agenda Items of this section.mp4

02:30

2. Generative AI - Understanding and some use cases.mp4

04:25

3. Generative AI - Basic Terms.mp4

08:01

4. Understanding Model in layman terms.mp4

05:26

5. What are Tokens and Embeddings in AI Models.mp4

07:26

6. Prompt Engineering Strategies and Practical Examples in DevOps and DevSecOps.mp4

13:45

7. Lets understand the ML type, Algorithm and Model in ChatGPT.mp4

04:10

8. Lets understand the ML type, Algorithm and Model in Dall-E.mp4

03:19

9. Lets understand the ML type, Algorithm and Model in Github Copilot.mp4

03:50

10. Hands-On Completing your DevOps tasks using GenAI Systems.mp4

08:51

11. Hands-On Completing your DevSecOps tasks using GenAI Systems.mp4

07:47

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.mp4

08:04

2.1 GPT4All Documentation.html

2. Hands-On Prerequisites for running Generative AI Model on Local System - Part 2.mp4

12:46

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.mp4

08:27

2.1 Microsoft C++ Build Tools.html

2. Prerequisites for PersonalGPT - Install C++ Build Tools on Windows machine.mp4

02:48

3.1 Download Ollama.html

3. Prerequisites for PersonalGPT - Install Ollama to download and run Models.mp4

11:10

4.1 Download Conda.html

4. Prerequisites for PersonalGPT - Install Conda for an isolated Python environment.mp4

04:48

5.1 GitHub Repo for this Case Study.html

5. Clone My PersonalGPT Repo on Local System.mp4

08:30

6. Hands-On Implementing our PersonalGPT on Local System-Part 1.mp4

05:01

7. Hands-On Implementing our PersonalGPT on Local System-Part 2.mp4

12:48

5. Next Steps

1. Bonus Lecture.html

Description

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

What You'll Learn?

Understand AI and ML Fundamentals
Utilize Generative Models for DevOps and DevSecOps tasks
Implement Prompt Engineering
Apply Python SDKs for AI Integration
Execute Real-World Case Studies for DevOps and DevSecOps tasks

Who is this for?

DevOps Engineers

DevSecOps Engineers

IT Engineers

Technologists and Engineers

Machine Learning Enthusiasts

Automation and Security Professionals

What You Need to Know?

Basic Understanding of DevOps

Fundamental Knowledge of Python

More details

Description
Unlock the future of DevOps with our comprehensive course, "Mastering Generative AI for DevOps Engineers." This program is designed to bridge the gap between AI theory and practical applications, equipping you with the skills to leverage generative AI in your DevOps and DevSecOps workflows.

Course Highlights:
Foundations of AI and ML: Begin with a solid understanding of artificial intelligence and machine learning, including their types and core principles. Learn the basics of generative models and how they can be applied in the DevOps domain.
Exploring Generative Models: Dive into the workings of models like ChatGPT and Copilot. Understand their architecture, capabilities, and how they can enhance your DevOps practices.
Prompt Engineering: Gain expertise in prompt engineering to effectively communicate with AI models. Learn techniques to craft prompts that elicit precise and useful responses for various DevOps tasks.
AI Model Integration with Python: Discover how to use generative AI models with Python SDKs, even without internet connectivity. Learn to implement and utilize these models in your local environment for maximum flexibility and security.
Case Study Implementation: Apply your knowledge in a practical case study. Develop a personal GPT model to read and analyze log files, identifying errors and providing actionable insights for DevOps and DevSecOps tasks.
Hands-On Learning: Engage in interactive exercises and real-world scenarios to reinforce your learning. Develop your own AI-driven solutions and see how generative models can address specific challenges in DevOps environments.
Who Should Enroll:
This course is tailored for DevOps engineers, IT professionals, and technologists eager to integrate generative AI into their workflows. Whether you're new to AI or looking to expand your knowledge, this course will provide you with practical skills and insights to enhance your DevOps practices.
Join us to explore how generative AI can transform your DevOps operations and gain a competitive edge with innovative, AI-driven solutions!
Who this course is for:
DevOps Engineers
DevSecOps Engineers
IT Engineers
Technologists and Engineers
Machine Learning Enthusiasts
Automation and Security Professionals

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Raghu The Security Expert !!

Instructor's Courses

Raghu has completed many cloud certifications in Microsoft, Google and AWS cloud platforms. He has more than 20 years of experience in the field of security, automation, development and teaching. He loves to learn and teach new technologies. He has also completed very prestigious security certifications. He connects with students and professionals and help them to upskill in an interactive and effective manner.

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