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System Administration Automation with AI – Smart Scripting

Packt via Coursera

Overview

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Develop a practical, results-first workflow for creating and improving system administration scripts with ChatGPT, Copilot, and Claude. Gain the confidence to review code, catch errors, automate Windows and Linux tasks, and run scripts safely. AI is reshaping system administration by making practical scripting accessible to IT professionals who may not have a programming background. Instead of spending weeks memorizing syntax, learners can use ChatGPT, Microsoft Copilot, and Claude to turn repetitive work into scripts while retaining control over safety and accuracy. The learning path begins with effective prompting and clear interpretation of AI-generated code. It then develops a repeatable process for checking commands, spotting hallucinated content, fixing logic and error-handling issues, and testing before execution. Guided demonstrations apply these practices to PowerShell, Bash, and Python, including Windows Server and Linux tasks, scheduled automation, debugging, VS Code, GitHub Copilot, and Git. Practical examples help learners identify worthwhile automation opportunities, create a personal backlog, and build scripts for administration, monitoring, user management, service checks, and scheduling. The emphasis remains on trustworthy execution rather than blind code generation. By the end of this course, learners can prompt AI effectively, review and troubleshoot its output, verify scripts with confidence, and automate routine IT work more safely. Designed for system administrators, helpdesk and Tier 1/2 support staff, network and cloud administrators, Windows Server administrators, Linux administrators, and IT beginners who want to automate repetitive work. No prior scripting or programming experience is required, but basic familiarity with servers, file systems, services, and user accounts is helpful. Results-first demonstrations show how AI supports scripting without requiring prior programming experience. Guided examples progress from prompting and code review to verification, debugging, and refinement. Practical walkthroughs apply PowerShell, Bash, and Python to Windows and Linux administration. This course is based on System Administration Automation with AI - Smart Scripting for Modern IT Professionals, by Dan Mill. This course is licensed and distributed by Packt. All rights reserved. Packt is one of the world's most prolific publishers of cutting-edge technical content. For over two decades we've made it our mission to curate and publish the knowledge of only the very best technical experts. We focus on real-world courses that help our customers get the job done, with coverage that extends across a wide range of established and cutting-edge technical topics. If you're an individual or an organisation that embraces learning by doing, Packt is the perfect fit for you.

Syllabus

  • Why AI changes everything about scripting
    • This module introduces learners to the transformative role of AI in scripting, covering the course's purpose, intended audience, and key tools like ChatGPT, Copilot, and Claude. It outlines how AI can enhance IT automation through script generation and refinement. Learners will gain an understanding of the practical value and scope of the course.
  • AI Scripting Fundamentals
    • This module teaches learners how to effectively interact with AI tools to generate, interpret, and refine scripts in PowerShell and Bash. It covers best practices for structuring prompts, verifying code, and implementing safe execution strategies. Learners will gain practical skills to work confidently with AI-assisted scripting.
  • Scripting Demonstration
    • This module explores how AI can be leveraged to create and enhance scripting in various environments, including PowerShell, Bash, and Python. It guides learners through identifying automation opportunities, building scripts with AI assistance, and using modern development tools like VS Code and GitHub. By the end, learners will have practical skills for efficient system administration and automation workflows.
  • Debugging and Improving AI Scripts
    • This module equips learners with the skills to identify and resolve common errors in AI-generated scripts. It covers recognizing hallucinations, logic errors, and missing error handling, while providing a structured approach to debugging in multiple programming languages.
  • Course Wrap-Up
    • This module guides learners through planning future automation projects and developing a reliable script library. It emphasizes strategic thinking and practical implementation of automation solutions. Learners will gain skills in project planning and code organization.

Taught by

Packt - Course Instructors

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