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AIOps

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May 11, 2024 3 minute read
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Artificial intelligence for IT operations, or AIOps, is the use of artificial intelligence (AI) and machine learning (ML) to automate and enhance IT operations. AIOps can help organizations to improve the efficiency and effectiveness of their IT operations, and to reduce the risk of outages and downtime.

Why should you learn about AIOps?

Path to AIOps

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We've curated five courses to help you on your path to AIOps. Use these to develop your skills, build background knowledge, and put what you learn to practice.
Sorted from most relevant to least relevant:

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Reading list

We've selected five books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in AIOps.
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Machine Learning
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More technical deep-dive into the use of AI and ML for IT operations. It covers a wide range of topics, including data collection, model building, and deployment.
Machine Learning (McGraw-Hill International...
Paperback
$$$
Machine Learning: An Artificial Intelligence...
Hardcover
$$$
Recent Advances in Robot Learning: Machine Learning...
Paperback
$$$$
Machine Learning: A Guide to Current Research (The...
Mass Market Paperback
$$$$
Machine Learning: An Artificial Intelligence...
Kindle Edition
$$$
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Synthetic Data and Generative AI
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This handbook covers the technical and organizational aspects of AIOps, including data management, algorithm development, and cultural transformation. It is an essential resource for IT professionals and leaders looking for a deep understanding of AIOps.
Synthetic Data and Generative AI
Paperback
$$$$
Synthetic Data and Generative AI
Kindle Edition
$$$$
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Deep Learning with Microsoft Cognitive Toolkit...
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Hands-on guide to using AI for IT operations. It covers a variety of topics, including data preparation, model building, and deployment.
Deep Learning with Microsoft Cognitive Toolkit...
Paperback
$$
Deep Learning with Microsoft Cognitive Toolkit...
Kindle Edition
$$
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Deploying AI in the Enterprise
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Provides a comprehensive overview of AIOps, covering the benefits, challenges, and best practices. It great resource for anyone who wants to learn more about AIOps.
Deploying AI in the Enterprise: IT Approaches for...
Paperback
$$
Deploying AI in the Enterprise: IT Approaches for...
Kindle Edition
$$
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Superhuman Innovation
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This business-focused book highlights the real-world benefits and ROI of AIOps. It showcases success stories and best practices from organizations that have successfully implemented AIOps solutions.
Superhuman Innovation: Transforming Business with...
Paperback
$$
Superhuman Innovation: Transforming Business with...
Kindle Edition
$$
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