On 2005-01-27 20:53:00, Allan Engelhardt wrote in CYBAEA Journal:
Tim Oren is one of the consistently insightful venture capital bloggers, and his latest post, New Model Software Startups: Two Stage Ventures articulates a very strong trend that I have seen for some time but has not been exactly able to express. Interesting that it should be the same story at the same time on both sides of the Atlantic.
Tim identifies a new pattern in startups which he calls the two stage venture
. He focuses on software, but I don't think that is important. In the first stage, the venture builds a useful product as cheaply as possible
focusing ruthlessly on the value differentiators.
Build as little as possible, as fast and cheaply as possible, while demonstrating some unique value.
The second stage is either a trade sale or a venture capital expansion phase. For the second option, Tim predicts that the entrepreneurs will receive valuations well above what they would have commanded before achieving a first stage takeoff
because some of the risk has been taken away. For the first, he suggests that the market has genuinely changed:
While the [trade] sale may result in only a few million dollars, that outcome may be quite profitable to the founders and the individual backers. This may even be true on a risk adjusted basis, and that may be a new thing.
This is exactly the pattern I have seen here in Europe, especially over the last year or so. Consistently, the companies I have seen that have been successful have followed this path and consistently the ones that have failed to achieve success have not followed this approach.
Are other people seeing the same thing? Why this change now?
On 2010-03-08 14:46:00, Allan Engelhardt wrote in CYBAEA Data and Analysis:
I needed a fast way of eliminating observed values with zero variance from large data sets using the R statistical computing and analysis platform. In other words, I want to find the columns in a data frame that has zero variance. And as fast as possible, because my data sets are large, many, and changing fast. The final result surprised me a little.
Read more (~501 words).
On 2009-08-17 09:18:00, Allan Engelhardt wrote in CYBAEA Journal:
We knew the potential existed already, of course. Mobile devices in the USA generates some 600 billion transactions per day, each tagged with the location and time. Jeff Jonas: Every call, text message, email and data transfer handled by your mobile device creates a transaction with your space-time coordinate[...].
The mobile operators have this data, of course. We all know this (especially here where we have been using some of it for social network analysis). No real surprises here, except perhaps in the volumes.
But did you know that the operators are sharing your data? What is new, at least to me, is that this data is being provided to third parties that are leveraging specially designed analytics to make sense of our space-time-travel data.
Read more (~449 words, 1 comments).
On 2009-07-27 19:38:00, Allan Engelhardt wrote in CYBAEA Data and Analysis:
O'Reilly's recent publication Beautiful Data has a chapter by Jeff Jonas which is enough reason in itself for me to recommend it. The chapter, Data Finds Data, is also available as a PDF download.
Read more (~66 words).
On 2009-07-22 13:37:00, Allan Engelhardt wrote in CYBAEA Data and Analysis:
This is by far the best description of why traditional parallel databases (like Teradata, Greenplum et al.) is a evolutionary dead end. But much more than a theoretical discussion, they have built a solution which they call HadoopDB. It is based on Hadoop, PostgreSQL, and Hive and is completely Open Source. Alternative, column-based, backends to PostgreSQL are being implemented now. Read: Announcing release of HadoopDB.
Read more (~83 words).
On 2009-07-22 06:59:00, Allan Engelhardt wrote in CYBAEA Journal:
The nice people at Velocity has released The B2B Content Marketing Workbook. It is behind a registration wall which means we wouldn’t normally recommend it but you can just type junk in the fields if you are not comfortable with giving your personal details to a marketing agency. (Think about it....) If you are relatively new in the B2B world, say having joined a professional services or consulting organization, you may find this one useful.
Read more (~263 words).
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