Udemy - AI-Powered IT Operations and Infrastructure
- Category Other
- Type Tutorials
- Language English
- Total size 593.2 MB
- Uploaded By freecoursewb
- Downloads 304
- Last checked 2 days ago
- Date uploaded 7 months ago
- Seeders 14
- Leechers 14
Infohash : B68DBD38C6B594A22BED7D4C1BD00D70344A0C9D
AI-Powered IT Operations and Infrastructure
https://WebToolTip.com
Published 5/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 1h 41m | Size: 593 MB
Harnessing Artificial Intelligence to Predict, Prevent, and Resolve Infrastructure Issues
What you'll learn
Understand the fundamentals of AI and its application in IT infrastructure management.
Learn how to use AI tools to monitor infrastructure performance in real-time.
Develop skills to predict potential failures using machine learning algorithms.
Implement AI-driven automated responses to common infrastructure problems.
Analyze and improve problem management strategies through data insights.
Requirements
Basic understanding of IT infrastructure and problem management.
Familiarity with programming concepts (Python recommended).
Enthusiasm for learning about AI and its applications.
Files:
[ WebToolTip.com ] Udemy - AI-Powered IT Operations and Infrastructure- Get Bonus Downloads Here.url (0.2 KB) ~Get Your Files Here ! 1 - INTRODUCTION TO AI IN IT INFRASTRUCTURE
- 1 -What is AI and How Does It Relate to IT Operations.mp4 (66.6 MB)
- 2 -Evolution of IT Operations Management From Manual to AI-Driven.mp4 (89.9 MB)
- 3 -Key Benefits of AI in IT Operations.mp4 (142.3 MB)
- 4 -A Case Study - A Tech Major company benefitting from AI in IT Operations.mp4 (22.9 MB)
- 1 -Understanding Machine Learning in IT Operations.mp4 (72.3 MB)
- 2 -The Role of Emerging Technologies.mp4 (23.2 MB)
- 3 -Key Principles for Embracing Data-Driven IT Operations.mp4 (16.8 MB)
- 4 -Challenges and Opportunities in Implementing AI for IT.mp4 (30.9 MB)
- 1 -Understanding Predictive Maintenance in IT Operations.mp4 (52.8 MB)
- 2 -Algorithm 1 Implementing Time-Series Forecasting.mp4 (52.9 MB)
- 2 -log_data.csv (75.9 KB)
- 2 -sec3_timeseries.ipynb (157.1 KB)
- 2 -sec3_timeseries.py (2.0 KB)
- 3 -Algorithm 1 Improving the Time Series Forecasting model.mp4 (21.9 MB)
- 3 -sec3_timeseries_update.ipynb (466.8 KB)
- 3 -sec3_timeseries_update.py (4.1 KB)
- Bonus Resources.txt (0.1 KB)
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