Sentence examples for changing datasets from inspiring English sources
Skytree's flagship product Skytree Server is an enterprise-ready Machine Learning platform designed from the ground up to work on massive and fast changing datasets with high efficiency.
A common finding of many reports evaluating VS methods is that validation results vary considerably with changing datasets, i.e. chemical space of the active ligands.
In particular, its power means it is well suited to Big Data operations involving fast, constantly changing datasets, and as such it is designed to easily plug into a large range of industry-standard databases such as MySQL, Amazon AWS, Hadoop, SAP and Teradata.
On-going linkage refers to the process of undertaking routine, continuous linkage of (changing) datasets over time.
Of particular interest is the array of challenges associated with on-going linkage (i.e. continuous linkage of changing datasets over time).
Since the tools operate on constantly changing datasets, we provide a mechanism to unambiguously link tools with different versions of archived datasets, which guarantees reproducible results for future tool invocations.
The lack of a solid statistical foundation means many data scientists don't understand why reporting raw counts from a rapidly changing dataset can lead to incorrect findings.
Of course, the necessary iterations number can change after changing the dataset and depends especially on the number of probes.
The dynamic agent composition therefore has the additional benefit that validation of models can be done easily by setting two simulations and simply changing the datasets and data providers, and comparing their outputs.
Data scientists, among other things, help identify patterns and glean insight from our ever-changing datasets.
It is particularly well suited to handling the huge and very fast-changing datasets which are used in Big Data operations, including artificial intelligence and machine learning applications, thanks to integration with a large number of advanced database solutions including Hadoop, Amazon AWS, My SQL, SAP and Teradata.
