Professor, Carnegie Mellon University. All slides and video will be available online at the course website. For a course on Scalable Machine Learning check out the class. If you are looking to do a PhD with me, please apply directly to the Machine Learning Department.

Fraka6 Blog - No Free Lunch. Some thoughts of a Machine Learning Practitioner on Software Development, Management, Team Building, Startups, Python, Agile Development, Data visualization. that will distract you from your end goals by making you less efficient but are critical to manage in order to succeed. Dont forget that long time adaptation to inefficient approaches can become your enemy. Lets try to empower others by sharing knowledge and personal experiences. Sunday, January 15, 2017.

Was mich nicht umbringt, macht mich stärker. Tuesday, June 4, 2013. 统计学家如何打美国地质勘探局的脸- -WHAT IS THE CHANCE OF AN EARTHQUAKE. Probability is frequently abused, even by people in other scientific areas. Thursday, June 30, 2011. It is prepared by someone in ZJU.

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Natural Language Processing and Text Analytics. Ethics, logistic regression, and 0-1 loss. December 27, 2016 by. How is Ethics Like Logistic Regression? This is related to the issue of whether one should be training on an artificial gold standard. What do we do? J R Statist.

My blogs reporting quantitative financial analysis, artificial intelligence for stock investment and trading, and latest progress in signal processing and machine learning. Wednesday, June 17, 2015. 5 Reasons Apache Spark is the Swiss Army Knife of Big Data Analytics. Apache Spark is currently very hot and many organizations are using it to do more with their data. It can be seen as the Analytics Operating System .

Music, Information Retrieval, Research at Last. Thursday, 11 July 2013. A couple of months ago I left Last. To join the data science team at Mendeley. Thursday, 18 April 2013. Of CMU as a spin off from the impressive GraphLab. I also wrote a .

On March 30, 2015. A third of the top 100 papers are about software. On October 30, 2014. On July 28, 2014. On July 22, 2014. Google Summer of Code 2014. On June 3, 2014. On March 30, 2014. On November 14, 2013. What does the OSS in MLOSS mean? By Cheng Soon Ong.

The Cult of Universality in Statistical Learning Theory. The question is frequently raised as to why the theory and practice of machine learning are so divergent. Whereas if you glance at any article about classification, chances are that you will find symbol upon lemma and equation upon inequality, making claims about the bounds on the error rates, that should putatively guide the engineer in the solution of her problem.