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Co-founder and CEO Zach Sims (pictured above) told me that this is the first "large scale initiative" that Codecademy has undertaken in this area.
Since 2005, India has seen a unique effort called the Annual Status of Education Report (ASER), a large scale initiative to move discussions around children's learning to the center of educational debate, which is directed by one of us (Banerji).
As a small or medium sized company unless you are generating petabytes worth of data from research, or some large scale initiative, you are still in the any data category.
Given the announcement of a $4 million investment in the National Hand Hygiene Initiative in May 2009, it may be that there will not be the funds to support another large scale initiative aimed at, what may be perceived to be, a very similar healthcare objective.
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The field of structural genomics emerged as one of many 'omics disciplines more than a decade ago, and a multitude of large scale initiatives have been launched across the world.
Indeed, the importance of getting individual level data has been widely acknowledged, as can be seen in recent large scale initiatives to create disambiguated researcher databases [15], [16].
According to Cerf, in order to create the conditions for success, and to be a successful change agent for large scale initiatives, you must be able to sell your ideas to other people.
In the United States, such large scale initiatives are being considered for Los Angeles and New York.
It also has effective access to resources and expertise for coordinating large scale initiatives in a number of countries".
That is, we predict the expected accuracy of ridge regression in large scale initiatives with over a 100,000 observations.
Second, how will the plain version of ridge regression perform in upcoming large scale initiatives, such as biobanks?
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com