AI-Powered Anomaly Detection in Cloud Data Pipelines | Santosh Kumar Sana | Conf42 ML 2025
Read the abstract ➤ https://www.conf42.com/Machine_Learning_2025_Santosh_Kumar_Sana_pipelines_quality_anomaly
Other sessions at this event ➤ https://www.conf42.com/ml2025
Join Circle ➤ https://conf42.circle.so/checkout/subscribe
Chapters
00:00 Introduction and Speaker Background
00:14 The Challenge of Data Management
01:19 AI-Driven Anomaly Detection
02:05 Modern Data Pipelines and Their Complexities
03:27 Traditional vs. AI Monitoring
04:35 Financial Impact of Bad Data
05:26 Key Features of AI-Powered Solutions
10:04 System Design and Architecture
13:49 Data Ingestion and Preparation
18:13 Anomaly Detection Algorithms
22:02 Deployment and Real-World Impact
26:24 Future Enhancements and Conclusion
Видео AI-Powered Anomaly Detection in Cloud Data Pipelines | Santosh Kumar Sana | Conf42 ML 2025 канала Conf42
Other sessions at this event ➤ https://www.conf42.com/ml2025
Join Circle ➤ https://conf42.circle.so/checkout/subscribe
Chapters
00:00 Introduction and Speaker Background
00:14 The Challenge of Data Management
01:19 AI-Driven Anomaly Detection
02:05 Modern Data Pipelines and Their Complexities
03:27 Traditional vs. AI Monitoring
04:35 Financial Impact of Bad Data
05:26 Key Features of AI-Powered Solutions
10:04 System Design and Architecture
13:49 Data Ingestion and Preparation
18:13 Anomaly Detection Algorithms
22:02 Deployment and Real-World Impact
26:24 Future Enhancements and Conclusion
Видео AI-Powered Anomaly Detection in Cloud Data Pipelines | Santosh Kumar Sana | Conf42 ML 2025 канала Conf42
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4 июля 2025 г. 17:21:20
00:28:32
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