End of the Beginning for Machine Learning
Well thats a wrap for my initial journey into machine learning and artificial intelligence. But it’s only the end of the beginning for machine learning. Before I finish up this …
Service Assurance’s Future with Machine Learning
Thanks again for all the great feedback on this blog series. I want to continue the ongoing discussion by guessing service assurance’s future with machine learning. There are infinite operational …
Automated Detection and Mitigation of Chronic Issues
Let’s continuing our discussion around machine learning and AI focusing on chronic issues. Key is the automated detection and mitigation of chronic issues. As we have discussed in many of …
Learning Your Operational Performance
In business intelligence reporting, a common area is around learning your operational performance. This means tracking operation’s workload and results. While this can be a sticky subject for operations, its …
Minimizing Faults with Machine Learning and AI
A great topic of conversation is fault reduction. First let’s not confuse terms. Data reduction is discarding data deemed not actionable. Fault reduction is prioritizing the fault stream. This enables …
An Umbrella for Fault Storm Management
Let’s continue our conversations around ML/AI in Service Assurance. I want to to explore an illustrated real life use case. The first example focus in on is around fault storms …
Challenges Addressed by Machine Learning with AI
Now let us discuss the challenges addressed by machine learning with AI. As we learned in the previous blog, machine learning is excellent in model building. These operational models enable …
The Technology of Machine Learning with AI
The technology of machine learning with AI should be our first focus. As with all new technology it has new terms and new concepts. Several of these are heretical to …
My Journey into Machine Learning with AI
I’m alive! Sorry for the lengthy lapse in updates, but things have been so busy. With the release of some of my work as of late, I now have some …