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Latest featured content by Hilary Mason

Hilary Mason on bit.ly and Trending Clickstreams

Topics
EC2,
Amazon Web Services,
MongoDB,
Distributed Document Oriented Database,
MySQL,
Strange Loop 2010,
Amazon,
Operations,
Strange Loop,
IaaS,
Companies,
NoSQL,
Relational Databases,
Database,
Architecture,
Interviews,
Infrastructure,
Cloud Computing,
Loose Coupling,
Conferences,
Machine Learning

Hilary Mason, interviewed by Ryan Slobojan, discuss the engineering behind bit.ly and their use of machine learning in their system architecture. Hilary also talks about their use of MySQL and MongoDB to manage terabytes of information about users and clicks and their implications on performing real-time analysis of anthropology on the human condition.

Machine Learning: A Love Story

Topics
Strange Loop 2010,
Strange Loop,
Data Analysis,
Architecture,
Machine Learning,
Conferences,
Statistics,
Database

Hilary Mason presents the history of machine learning covering some of the most significant developments taking place over the last two decades, especially the fundamental math and algorithmic tools employed. She also exemplifies how machine learning is used by bit.ly to discover various statistical information about users.