Anomaly Detection: Real World Scenarios, Approaches, and Live Implementation

Dec 15, 2017 | 10:00 am PT / 1:00 pm ET

Detecting anomalous patterns in data can lead to significant actionable insights in a wide variety of application domains, such as fraud detection, network traffic management, predictive healthcare, energy monitoring and many more. 

However, detecting anomalies accurately can be difficult. What qualifies as an anomaly is continuously changing and anomalous patterns are unexpected. An effective anomaly detection system needs to continuously self-learn without relying on pre-programmed thresholds.

Join our speakers Dr. Nitin Agarwal, Head- Data Science Practice at Impetus Technologies and Saurabh Dutta, Technical Product Manager - StreamAnalytix, in a discussion on: 

  • Importance of anomaly detection in enterprise data, types of anomalies, and challenges 
  • Prominent real-time application areas
  • Approaches, techniques and algorithms for anomaly detection
  • Sample use-case implementation on the StreamAnalytix platform

Speakers:

     Nitin Agarwal, Head - Data Science Practice, Impetus Technologies

Dr. Nitin Agarwal is the Head of Data Science Practice at Impetus Technologies. He has many years of experience in both academia and industry. At Impetus, he is responsible for creating new Data Science capabilities and providing advanced analytic data modeling systems for the business. Before joining Impetus, he was a professor at IIM – Indore where he has published extensively in international and national journals. He has also worked at SAS Institute in the US for nearly a decade where he contributed in the Data Science related algorithms.

     Saurabh Dutta, Technical Product Manager, StreamAnalytix

Saurabh is a Technical Product Manager at StreamAnalytix where he leads multiple engineering and R&D efforts. He is one of the early team members who bootstrapped StreamAnalytix. He is responsible for analyzing complex engineering and business challenges for clients, managing and developing a roadmap and providing an appropriate solution which can be incorporated in the product. He brings a unique blend of business acumen and technical knowledge that help clients achieve their objectives. His areas of expertise include big data, advanced analytics and cloud computing.

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