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752 Review
43 Karma

Review on Actify Data Labs by Timothy Weems

Revainrating 4 out of 5

Best Solution For Machine Learning Based Anomaly Detection

My team used this product for solving one specific problem - detecting anomalies across multiple dimensions within our operational systems with respect to safety critical devices like valves & pumps etc.- We were able solve most problems without any issues but we did face some challenges as well which was resolved very quickly upon notification via email or phone call back system provided through their service center support teams! I'd say its best suited if you have relatively smaller datasets where your need might be solved just having simple models built up around those few parameters only rather than trying out complex algorithms/models involving hundreds / thousands input variables at once!!

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Pros
  • Very easy data ingestion interface
  • Easy integration framework that can easily connect it from different sources (SQL databases, flat files)
Cons
  • Needs improvement in terms o scalability when there is huge numberof inputs