AIOPS in DevOps
AIOPS in DevOps, AI-Driven CloudOps.
Course 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.
