Learn about the challenges of monitoring machine learning models in production, including data and concept drift, and methods to address model degradation.

This course covers everything you need to know to build a basic machine learning monitoring system in Python

Data pipelines and processes transform raw data into meaningful insights for organizations that can drive future business direction. This course explores how to monitor the pipelines and the processes within to ensure accurate and timely insights.

This course explores key monitoring aspects for Azure Storage accounts and HDInsight to enable the right insight around health and performance, ensuring services are running as they need to be.

This course will introduce current and aspiring Azure Administrators to the courses composing the Monitoring Azure course path.

Microsoft provides administrators with several options for monitoring their Azure resources. In this course, you learn when, why, and how to use these tools to visualize Azure resource metrics and events.

Too often, the impact of business analysis efforts goes unmeasured. In this course, you'll learn how to ensure requirements and objectives remain aligned, and how to evaluate your progress business needs.

Elevate your business success with this tailored course designed for small to medium business owners, managers, and supervisors. This comprehensive program equips you with the...

Learn how to monitor the performance of Java microservices using Eclipse MicroProfile Metrics. Gain insights into service health and performance with custom metrics, and leverage tools like Prometheus and Grafana to track and visualize important metrics for scaling and optimization.

Learn the step-by-step lessons you need to start monitoring Windows Server with SCOM 2016 in this deep-dive course.

Understand best practices for monitoring systems, logging security events, and responding effectively to incidents.

SharePoint, like other applications can slow down or not always perform as expected. This course will teach you the basics of monitoring, troubleshooting, and optimizing SharePoint, getting the best performance for all users. Software required: Windows Server 2012 R2, Windows Server 2016, SQL Server 2014 SP2, SQL Server 2016, and SharePoint Server 2016.