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Data + Model + View | Just another WordPress.com weblog

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Analysts of the Big Data Era | Data + Model + View

https://datamodelview.wordpress.com/2010/07/22/analyst-of-the-big-data-era

July 22, 2010. Analysts of the Big Data Era. Filed under: in-database SML. 8212; Daisy @ 7:21 am. This is the opening of Brian Dolan’s talk in his talk in the Berkeley DB seminar Fall 2009. Welcome to the Petabyte Age. And here is the welcom message from Hal Varian, Google’s Chief Economist:. I keep saying the sexy job in the next ten years. Will be statisticians. People think I’m joking, but. Who would have guess that computer engineers. Would’ve been the sexy job of the 1990’s? Extract value from it.

2

In-database Statistical Log Analysis | Data + Model + View

https://datamodelview.wordpress.com/2010/07/08/splash

July 8, 2010. In-database Statistical Log Analysis. Filed under: in-database SML. 8212; Daisy @ 10:39 pm. A paper, Splash: Integrated Ad-Hoc Querying of Data and Statistical Models. By Lujun Fang, Kristen LeFevre of UMich, presents a system called Splash, which integrates statistical modeling as aggregate functions in SQL, and use SQL queries to drive ad-hoc model creating and inference analysis. The motivating application is log analysis, for recording and detecting inappropriate access and misuse over ...

3

AMP class final projects | Data + Model + View

https://datamodelview.wordpress.com/2010/05/06/amp-lab-final-projects

May 6, 2010. AMP class final projects. 8212; Daisy @ 10:37 pm. The challenges with the assignment on the Twitter data are: 1) dirty data, 2) hard to choose “proper” tools, 3) hard to check the correctness of the answer, 4) little effort to produce generally applicable code, 5) difficult to debug. Finally, there is a need for better training on the programmers as well as non-technical professionals to perform and make use of data analytics over the distributed computing environment on big data. You are co...

4

NIPS 2009 Workshop: Large-Scale Machine Learning – Parallelism and Massive Datasets | Data + Model + View

https://datamodelview.wordpress.com/2010/01/22/nips-2009-workshop-videos

January 22, 2010. NIPS 2009 Workshop: Large-Scale Machine Learning Parallelism and Massive Datasets. Filed under: big data. 8212; Daisy @ 3:12 am. I was trying to find some state-of-the-art scalability problems (use cases), models and data sets for my research when I stumbled across NIPS 2009 Workshop Videos. One interesting observation is that computational advertising is a natural system that combines Algorithm, Machine and People — you have the Bayesian classification algorithm, you need machine...

5

K/Kdb — scalable array processing language and database | Data + Model + View

https://datamodelview.wordpress.com/2010/07/06/k-programming-language-talk

July 6, 2010. K/Kdb scalable array processing language and database. Filed under: commercial products. 8212; Daisy @ 12:04 am. Arthur Whitney gave a talk a while back (in March) at Parlab Seminar, talking about his array processing language — K programming language and the database system kdb that supports this language and its more general version: the Q programming language. Has implemented kdb/tick and kdb/taq financial applications over kdb. The main selling point of kdb is its scalability and effici...

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Data + Model + View | Just another WordPress.com weblog

July 22, 2010. Analysts of the Big Data Era. Filed under: in-database SML. 8212; Daisy @ 7:21 am. This is the opening of Brian Dolan’s talk in his talk in the Berkeley DB seminar Fall 2009. Welcome to the Petabyte Age. And here is the welcom message from Hal Varian, Google’s Chief Economist:. I keep saying the sexy job in the next ten years. Will be statisticians. People think I’m joking, but. Who would have guess that computer engineers. Would’ve been the sexy job of the 1990’s? Extract value from it.

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