AIOps Foundations: Automating IT Operations using AI

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01 - Introduction

01 - Introduction to AIOps What is AIOps.mp4

00:53

02 - Why AIOps matters Transforming IT operations.mp4

02:31

03 - Overview of IT operations and key AI concepts.mp4

03:51

02 - 1. AI for Network and Infrastructure Management

01 - Forecast network usage with Cisco SD-WAN Analytics.mp4

04:59

02 - Demo of bandwidth forecasting using Cisco SD-WAN Analytics.mp4

02:47

03 - AI automated baselining and network anomaly detection.mp4

05:45

04 - Demonstration of using HPE Aruba Networking Centrals AI Insights.mp4

02:50

05 - Predictive scaling for optimizing cloud computing resources.mp4

04:10

06 - Demonstration of predictive scaling in AWS EC2.mp4

08:48

03 - 2. AI for Incident and Service Management

01 - Automated incident triage, grouping and predictive analytics.mp4

04:37

02 - Demonstration of automated incident prediction in ServiceNow.mp4

02:03

03 - Root cause analysis and resolution recommendations using ML.mp4

02:17

04 - Demonstration of ServiceNows automated root cause analysis.mp4

02:16

05 - Process automation for faster issue resolutions.mp4

04:04

06 - Demonstration of ServiceNow and PagerDuty process automation.mp4

03:47

04 - 3. Automated Security Management Using AI

01 - Sensitive data monitoring and user access management.mp4

03:14

02 - Demonstration of Rubrik data security for monitoring.mp4

03:37

03 - Automated security monitoring and incident response.mp4

02:16

04 - Investigate and remediate threats using Rubriks Ruby AI.mp4

04:29

05 - 4. Strategic Implementation of AIOps Solutions

01 - How to develop an AIOps implementation strategy.mp4

02:11

02 - Things to consider while implementing AIOps solutions.mp4

02:13

03 - Benefits and risks of AIOps implementation.mp4

06:49

06 - Conclusion

01 - Implement AIOps in your unique IT environment.mp4

02:07

Description

Amid the ever-evolving IT landscape, organizations strive for operational efficiency and peak performance. However, managing intricate IT ecosystems can present challenges in maintaining uptime, resolving issues promptly, and optimizing processes. Enter AIOps, a game-changing solution poised to reshape IT management practices and set new benchmarks. In this course, management consultant Priya Mohan guides you through a comprehensive exploration of AIOps, covering topics such as data collection, anomaly detection, predictive maintenance, and strategic implementation. Dive into the transformative advantages of implementing AIOps, including substantial savings as you curb downtime, enhance resource allocation, empower your teams to shift from reactive firefighting to strategic planning, and enable accurate forecasting. By the end of the course, you will confidently deploy AI-powered solutions to optimize IT operations, reduce downtime, and enhance overall performance.

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Artificial Intelligence

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LinkedIn Learning is an American online learning provider. It provides video courses taught by industry experts in software, creative, and business skills. It is a subsidiary of LinkedIn. All the courses on LinkedIn fall into four categories: Business, Creative, Technology and Certifications. It was founded in 1995 by Lynda Weinman as Lynda.com before being acquired by LinkedIn in 2015. Microsoft acquired LinkedIn in December 2016.