Udemy – Generative AI for DevOps Engineers 2024-7

Description

Generative AI for DevOps Engineers course. This course will help you understand the future of DevOps. This comprehensive program bridges the gap between AI theory and practical applications, giving you the skills to use productive AI in your DevOps and DevSecOps workflows. Course Highlights:

• Understanding the basic principles of artificial intelligence and machine learning: You will get acquainted with the basic concepts of artificial intelligence and machine learning and learn their different types and their main principles. Also, you will learn the basics of generative models and how to use them in the DevOps field.
• Explore generative models: You’ll explore the performance of models like ChatGPT and Copilot. You understand the architecture, capabilities, and how to improve your DevOps practices using these models.
• Query Engineering: You gain skills in query engineering to effectively communicate with AI models. You’ll learn techniques for building queries that provide accurate and useful answers to various DevOps tasks.
• Integrating AI models with Python: Learn how to use generative AI models with Python SDKs, even without an Internet connection. You will learn how to implement and use these models in your local environment for maximum flexibility and security.
• Carrying out a case study: you apply your knowledge in a practical case study. You create a custom GPT model to read and analyze log files and identify errors and provide actionable insights for DevOps and DevSecOps tasks.
• Hands-on learning: You participate in interactive exercises and real-world scenarios to reinforce your learning. You’ll develop your own AI-based solutions and see how generative models can address specific challenges in DevOps environments.

What you will learn in the Generative AI for DevOps Engineers course

• Understanding the Basics of Artificial Intelligence and Machine Learning: You will learn the basic concepts of artificial intelligence and machine learning.
• Using generative models for DevOps and DevSecOps tasks: You will learn how to use generative models to perform various tasks in DevOps and DevSecOps.
• Implementing Query Engineering: You will learn how to design and implement effective queries to interact with AI models.
• Using Python SDKs to integrate AI: Learn how to use Python libraries to integrate AI into your projects.
• Real-world case studies for DevOps and DevSecOps tasks: By doing hands-on projects, you’ll hone your skills in applying AI to DevOps.

This course is suitable for people who

• DevOps Engineers: People looking to improve their DevOps processes using artificial intelligence.
• DevSecOps Engineers: People looking to increase security in their DevOps processes.
• IT Engineers: People looking to automate and improve the efficiency of their IT systems.
• Technologists and Engineers: People who seek to learn new and innovative technologies.
• Machine learning enthusiasts: People who are looking for practical application of machine learning concepts.
• Automation and Security Professionals: People who seek to improve the security and automation of systems.

Generative AI for DevOps Engineers course specifications

• Publisher:  Udemy
• Instructor: Raghu The Security Expert
• Training level: beginner to advanced
• Training duration: 2 hours and 32 minutes
• Number of courses: 22

Course topics on 8/2024

Generative AI for DevOps Engineers course prerequisites

• Basic Understanding of DevOps
• Fundamental Knowledge of Python

Course images

Sample video of the course

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883 MB