Numenta & the Human Brain: Approaching True AI(ops)

numenta cover photo

What is Numenta? The extensive experience of Numenta in theoretical neuroscience research has resulted in significant discoveries about the workings of the brain. The development of the Thousand Brains Theory of Intelligence framework will now serve as a foundation for further research and new developments in Artificial Intelligence (AI) and Machine Learning (ML). Applying this […]

What is MLOps? Grok’s Approach to ML Based AIOps

what-is-MLOps

What is MLOps? MLOps or Machine Learning Operations are a combination of best processes and practices that businesses use to run AI successfully. As a core function of Machine Learning (ML) engineering, MLOps focuses on establishing technologies and systemizing procedures for a scalable and centralized method of automating the management and deployment of machine learning […]

Reinforced Learning What is Reinforced Learning in Machine Learning

Grokstream Clustering Distance Matrix What is Unsupervised Learning? Unsupervised learning is one of the machine learning categories that doesn’t need the supervision of models. A learning algorithm is used to discover undiscovered patterns in unlabeled data sets in unsupervised machine learning. Unlike supervised machine learning which employs human-labeled data, unsupervised learning algorithms utilize unstructured data […]

A machine learning Guide to HTM

A Machine Learning Guide to HTM A Machine Learning Guide to HTM (Hierarchical Temporal Memory) The research coming out of Numenta, which combines biological and machine intelligence, is fascinating. The insights are both intriguing as well as important for future understanding of how humans interact with their environment. Considering the extensive scope of the Numenta […]

Grokstream Clustering Distance Matrix

Grokstream Clustering Distance Matrix What is Unsupervised Learning? Unsupervised learning is one of the machine learning categories that doesn’t need the supervision of models. A learning algorithm is used to discover undiscovered patterns in unlabeled data sets in unsupervised machine learning. Unlike supervised machine learning which employs human-labeled data, unsupervised learning algorithms utilize unstructured data […]

Grok Combines Machine Learning and the Human Brain to Build Smarter AIOps

Machine Learning and the Human Brain

Grok Combines Machine Learning and the Human Brain to Build Smarter AIOps A few weeks ago I wrote a piece here about Moogsoft which has been making waves in the service assurance space by applying artificial intelligence and machine learning to the arcane task of keeping on keeping critical IT up and running and lessening the business […]

Alert Fatigue Causes Operational Disruption, Machine Learning Calms the Chaos

Machine Learning

Alert Fatigue Causes Operational Disruption, Machine Learning Calms the Chaos If you spend time digging into the Machine Learning offerings from vendors today in the Telecom Service Assurance space, you will see that many of these vendors are positioning for significant replacement of the existing Service Assurance tools that require a completely new user front-end. […]

Ovum Issues ‘On the Radar: Grok AIOps Platform’

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Ovum Issues ‘On the Radar: Grok AIOps Platform’ Grok’s Artificial Intelligence technology solves operational problems at their root cause and uses ML to assess the health of all metrics, events and logs Grok, the leading artificial intelligence platform for IT operations, today announced that Ovum has written a report entitled “On the Radar: Grok AIOps […]

AIOps – 6 Things to Avoid When Selecting a Solution

AIOps

AIOps – 6 Things to Avoid When Selecting a Solution In this special guest feature, Paul Scully, a Vice President at Grok, believes that sometimes it’s easier to look at what NOT to do in order to find an AIOps solution that will work for your company. Read on to learn more about what to […]