Sentence examples for by big data problems from inspiring English sources

Deep network architectures such as cortical algorithms are challenged by big data problems which result in lengthy and complex training.

As defined by Donglas Laney [33], big data problems mainly have three aspects of features of data growth, i.e. having increasing volume (amount of data), velocity (speed of data in and out), and variety (range of data types and sources).

Continuing research will help to clarify which problems should be addressed with big data versus small data, which big data problems should be addressed by sampling, and which analytic techniques are most appropriate.

Part of the course will be focused on methods and problems relevant to big data problems.

With the development of information technologies, various big data problems are emerging.

Cosmological "big data" problems go beyond the simple volume of data stored on disk.

This picture illustrates a typical situation when all problems are labeled as big data problems.

The dual problem can be solved very efficiently by linear programming methods, though its complexity grows with the number of samples; hence SVM are not well suited for big data problems.

Because of the large amount of data that must be analyzed when extending EEA to large-scale problems, such as those posed by DoD, a "big data" problem is introduced.

Security analytics is by definition a big data problem, which requires machine learning to yield its secrets.

Please join me in welcoming the Convertro team to AOL! Demsey added that Convertro is tackling "a classic machine learning, big data problem" by using this attribution data to help advertisers find "the best path" in allocating their ad spending.