Maintenance

Introduction Machine Learning (ML) has become an integral part of modern technology, transforming industries and revolutionizing the way we live and work. However, as ML models become increasingly complex, the task of maintaining them has become a significant challenge. In fact, a study by Gartner found that by 2025, 85% of AI and ML projects will require maintenance, resulting in a significant increase in costs and resources. This is where ML maintenance comes in – the process of ensuring that ML models continue to perform optimally over time. In this article, we will explore the required skills for effective ML maintenance. ...

Introduction In today’s fast-paced digital landscape, businesses rely heavily on their online presence to connect with customers, process transactions, and drive revenue growth. However, even a minute of downtime can result in significant losses, with a reported average cost of $5,600 per minute (Source: IT Brand Pulse). This is where High Availability (HA) comes into play, ensuring that systems and applications are always accessible and performing optimally. In this article, we’ll explore the concept of High Availability and its role in performance optimization, highlighting strategies for boosting uptime and minimizing downtime. ...