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MLbase: A User-friendly System for Distributed Machine Learning. Machine learning (ML) and statistical techniques are key to transforming big data into actionable knowledge. In spite of the modern primacy of data, the complexity of existing ML algorithms is often overwhelming-many users do not understand the trade-offs and challenges of parameterizing and choosing between different learning techniques. Furthermore, existing scalable systems that support machine learning are typically not accessible to ML researchers without a strong background in distributed systems and low-level primitives.

We track 200+ high volume securities from all News and Social Media sources. We measure mood/psychology for each security... First in the world! We display mood swings (blue curves) and show how mood is changing ahead of price data.