SRE and ML - Why It Matters

This course explores the intersection of Site Reliability Engineering (SRE) and Machine Learning (ML), emphasizing why it is essential for SREs to understand ML technologies. The course covers topics such as managing ML in production, the challenges of ML reliability, and the differences between ML and AI. The teaching method includes a review of the current state of using ML for automation with a critical perspective. The course is designed for SRE professionals looking to enhance their knowledge and skills in ML within the context of distributed computing.