Machine Learning & AIOps: Why ITOps and Monitoring Teams Should Care

Learn why ITOps and monitoring teams need to take advantage of machine learning and its transformative impact on IT operations. Learn how ML can optimize your organization’s monitoring and workflows.
0:00 Agenda
1:33 High-Level Definitions
6:11 Supervised vs. Unsupervised Machine Learning
9:07 Supervised Learning
11:51 Beware the Black Box
14:30 Open Box ML: Better for You, Better for ITOps
15:19 A Broad Category of Tools
18:37 Machine Learning inside AlOps
20:42 IT's Role Is Changing
23:41 What Do You Need to Tame IT Ops?
24:36 Rules-based Tools Don't Cut It Anymore
25:59 Machine Learning Can Help
27:22 Example: Applying ML to Event Management
29:14 Evaluation Tips: Does it play well with your existing data and tools?
30:58 Evaluation Tips: What are its capabilities? What's the time to value?
36:40 Evaluation Tips: ROI and Total Cost of Ownership

[@jobnjobber5021]

Very few UA-cam videos are available on how to apply AI\ML for IT operations. This is one of best presentation. Made very simple but impressive.

[@thesixland]

very thankful for clear up the concept what the AIOps did on the system monitoring.

[@PaulArys]

I have been following this company for a bit now and love the work they do and how they leverage AI to really bring a solution at scale for IT support

[@onyewuchionyeaghala2509]

Incredible. Good presentation guys

[@Alireza-zc3kc]

Great video! Awesome content, appreciated!

[@im.mini.chawla]

Very very good information.. let me share it.. thumbsup!!! for the efforts...

[@kenserembus5607]

Very informative gents!

[@yingding9479]

good information and good presentation

[@ameyapathak2008]

Where can I start to learn AI OPS in detail an implementation for the same