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Michael Walker's Blog Posts Tagged 'Learning' (7)

TUPAQ - Automating Model Search for Large Scale Machine Learning

Simplifying and automating machine learning processes and techniques - that depend on large-scale, distributed datasets to achieve high statistical performance - is critical for the future of applied data science.…
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Added by Michael Walker on April 9, 2016 at 9:00am — No Comments

TensorFlow Machine Learning System

Google recently open sourced TensorFlow providing access to a powerful machine learning system. TensorFlow is a machine learning library with tools for data scientists to design intelligent systems (interface for expressing machine learning algorithms and…

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Added by Michael Walker on November 17, 2015 at 9:44pm — 1 Comment

Data Science Summer Reading List 2015

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Added by Michael Walker on June 1, 2015 at 7:30am — No Comments

Self-learning Machines & Deep Convolutional Neural Networks Classify Scenes & Identify Objects

Recent research using deep convolutional neural networks and new system architectures have demonstrated the ability of smart machines to autonomously learn to classify image scenes and identify…

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Added by Michael Walker on May 16, 2015 at 2:38pm — 1 Comment

Boosting Algorithms for Better Predictions

Boosting is a supervised learning algorithm based on …

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Added by Michael Walker on January 1, 2014 at 11:30am — 1 Comment

Tool for Computing Continuous Distributed Representations of Words

Natural language processing (NLP) involves machine learning, artificial intelligence, algorithms and linguistics related to interactions between computers and human languages. One important goal…

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Added by Michael Walker on August 20, 2013 at 7:27pm — No Comments

Data Science Summer Reading List 2013

Machine Learning: A Probabilistic Perspective, by Kevin Murphy.



Boosting: Foundations and Algorithms, by Robert E. Schapire.



Models Behaving Badly: Why Confusing Illusion with Reality Can Lead to Disaster, by Emanuel Derman.



Doing Data Science, by Cathy O'Neil and Rachel…

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Added by Michael Walker on July 9, 2013 at 3:00pm — 1 Comment

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