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Applied AI for IT Operations (AIOps) Preview

Applied AI for IT Operations (AIOps)

With Kumaran Ponnambalam Liked by 1,266 users
Duration: 1h 31m Skill level: Intermediate Released: 8/5/2020

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Course details

IT operations is one of the key business functions for modern enterprises. As data centers become large, distributed, and integrated, the need to monitor and manage hardware, software, networks, and data increases exponentially. And while the elements in a network generate tons of data in terms of logs and events, the need to collect and understand this data to predict future outcomes is also increasing. In this course, learn how to solve common challenges in IT operations using the power of AI. Instructor Kumaran Ponnambalam reviews the key issues that IT ops teams face in their day-to-day operations. He then goes over several uses cases in the world of IT ops, explaining in detail how AI technology can speed up processes like root cause analysis, improve response times at your IT help desk, and more. Plus, learn how generative AI is impacting IT ops. Along the way, he uses Python, Jupyter Notebooks, Keras, and deep learning techniques to step through practical solutions.

Skills you’ll gain

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Meet the instructor

Learner reviews

4.4 out of 5

369 ratings
  • 5 star
    Current value: 235 64%
  • 4 star
    Current value: 76 21%
  • 3 star
    Current value: 37 10%
  • 2 star
    Current value: 10 3%
  • 1 star
    Current value: 11 3%
  • Janaa Thangavelu Janaa Thangavelu

    Janaa Thangavelu

    TataPlay - Head of Data Platforms & BI Analytics - Data Engineering, Gen AI and Machine Learning Solutions - Senior Manager - IT Delivery, Microsoft…

    5/5 January 18, 2025
    Its a good course.
    Helpful · Report
  • Eva Martínez Eva Martínez

    Eva Martínez

    --

    5/5 January 6, 2025
    Esta sencillo de entender, si es muy recomendable para tener una idea muy clara de como aterrizar la IA en la Operación de TI
    Helpful · Report
  • Arvind Kumar Gupta Arvind Kumar Gupta

    Arvind Kumar Gupta

    Assistant Vice President at Jio

    5/5 January 2, 2025
    Very useful use cases for day to day Operation tasks to automate
    Helpful · Report

Contents

What’s included

  • Practice while you learn 1 exercise file
  • Learn on the go Access on tablet and phone

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