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Blog Post 7 min read

Learning the Learner: The Ultimate Way to Monitor Machine Learning

How do we track and monitor the performance of machine learning algorithms? Simple - with machine learning algorithms.
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Blog Post 4 min read

Introducing 'MLWatcher', Anodot's Open-Source Tool for Monitoring Machine Learning Models

From biased training sets to problems with input features to not understanding context (i.e., ‘dumb AI’), problems abound when it comes to correctly and accurately tracking and monitoring machine learning models.
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Blog Post 7 min read

A Small Leak Can Sink a Great Ship: Proactive Monitoring Keeps You Afloat

Small and slow leaks sink ships - by analogy, slow and small leaks can also cause significant losses for any business if not detected and fixed early.
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Blog Post 6 min read

Metrics At Scale: Using Correlation Analysis to Find Data Insights (Part 3)

In the final part of the "Metrics At Scale" series, we look at normal and abnormal behavior similarities, getting a sparse or lower dimensional vector representation, and creating a pattern matching engine.
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Blog Post 5 min read

You Can Improve Your Customer Satisfaction Charlie Brown!

The increasingly agile, data-driven approach to development, parsing user data and releasing new versions regularly, has left many in data operations at a loss. So how do you identify unknown unknowns happening right under your nose?
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Blog Post 8 min read

5 Data Lessons We Can All Learn From 'Star Wars'

Yes, "Star Wars:, the classic space opera full of mystical intrigue and epic power struggles. Yet, at the center of the movie, data plays a critical role.
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Blog Post 6 min read

Key Machine Learning Takeaways From My Conversation With Amazon’s CTO

Major takeaways from my recent appearance at Amazon’s NYC AWS Loft with Amazon CTO Dr. Werner Vogels, where we discussed the present and future of machine learning and how it will push the boundaries of what's possible.
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AI, ML
Blog Post 6 min read

Worried AI Will Replace Your Data Analytics Jobs?

Should data analysts and other "knowledge sector" employees feel threatened by AI? Here's what industry experts have to say on the subject.
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Blog Post 3 min read

AWS re:INVENT – Anodot Joins the AWS Machine Learning Competency Program

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