skill-tree:bda:b
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| skill-tree:bda:b [2020/07/19 19:17] – lucy | skill-tree:bda:b [2022/10/21 11:30] (current) – external edit 127.0.0.1 | ||
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| Big data analytics covers concepts and tools to perform this task traditionally in the cloud environment -- that, compared to HPC systems, utilizes cheap and less-reliable hardware. | Big data analytics covers concepts and tools to perform this task traditionally in the cloud environment -- that, compared to HPC systems, utilizes cheap and less-reliable hardware. | ||
| However, as tools and concepts matured, they are now applied in HPC environments as well. | However, as tools and concepts matured, they are now applied in HPC environments as well. | ||
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| HPC workloads utilize tools and methodology from Data Science (DS) and Artificial Intelligence (AI) to process data in order to obtain results quickly. | HPC workloads utilize tools and methodology from Data Science (DS) and Artificial Intelligence (AI) to process data in order to obtain results quickly. | ||
| AI can be used inside simulations or to steer workflows, while data science can be used to find interesting patterns inside the data. | AI can be used inside simulations or to steer workflows, while data science can be used to find interesting patterns inside the data. | ||
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| # Subskills | # Subskills | ||
| + | * [[skill-tree: | ||
| + | * [[skill-tree: | ||
| * [[skill-tree: | * [[skill-tree: | ||
| * [[skill-tree: | * [[skill-tree: | ||
| * [[skill-tree: | * [[skill-tree: | ||
| * [[skill-tree: | * [[skill-tree: | ||
skill-tree/bda/b.1595179059.txt.gz · Last modified: 2020/07/19 19:17 by lucy