[Free] Aiops In Devops

AI-Driven CloudOps – Free Course

Added on July 21, 2025 IT & Software 2 min read

What you’ll learn

Understand the fundamentals of AI and Generative AI applied to IT operations .
Learn to automate root cause analysis and incident response using AI techniques
Gain hands-on experience with Python, Jupyter Notebooks, and deep learning frameworks for IT monitoring
Develop skills to integrate AI-driven insights into DevOps and Site Reliability Engineering (SRE) workflows
Build intelligent, automated workflows that improve operational efficiency and reduce downtime

Requirements

Python Programming, Machine Learning & Deep Learning Basics, AI & Data Concepts, Tooling & Environment also Keras and TensorFlow
Basic understanding of IT infrastructure and operations concepts (helpful but not mandatory)
Familiarity with programming fundamentals, preferably Python (beginner level is fine)
Access to a computer with internet to run Python and Jupyter Notebooks
Willingness to learn and explore AI concepts applied to IT and DevOps environments

Description

Welcome to my course, AIOPS in DevOps.
Modern IT operations ensure business continuity amid increasingly complex and distributed systems. As enterprises adopt hybrid cloud environments and interconnected architectures, the challenge of proactively monitoring and managing hardware, software, networks, and data intensifies. This course, led by Zareen Khan, dives deep into how Artificial Intelligence (AI) and Generative AI are revolutionizing IT operations by automating routine tasks and enhancing decision-making capabilities.

You will explore common challenges faced by IT teams, including managing vast volumes of logs and events, detecting anomalies, and reducing incident response times. Through practical, real-world use cases, this course demonstrates how AI-driven solutions accelerate root cause analysis and improve operational efficiency across all infrastructure layers.

Hands-on labs using Python, Jupyter Notebooks, Keras, and deep learning frameworks guide you through applying these technologies to real operational scenarios. You’ll gain insights into building smarter, self-healing systems that not only predict potential failures but also recommend remediation steps.

Whether you are an IT professional, DevOps engineer, or SRE, this course empowers you to leverage AI to transform traditional IT operations into intelligent, automated workflows that boost reliability and scalability.

Join us and stay ahead in the evolving world of AI-powered IT management.

Author(s): Zareen Khan

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