Examples of using Datasets in English and their translations into Chinese
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Unifying DataFrames and Datasets in Scala/Java: Starting in Spark 2.0, DataFrame is just a type alias for Dataset of Row.
统一Scala和Java中DataFrames和Datasets：从Spark2.0开始，DataFrame只是DatasetofRow的类型别名。The authors of the report said:“The size of available datasets is the most important source of competitive advantage in AI.
The first part, climate datasets, will include atmospheric and indirect atmospheric data, proxies and reconstructions, terrestrial and oceanic data.
第一部分，气候数据集将包括大气和间接大气数据，代理和重建，陆地和海洋数据。In the long run, we expect Datasets to become a powerful way to write more efficient Spark applications.
从长远来看，我们期望DataSets成为编写更高效Spark应用程序的强大方式。A novel method that permits the use of larger datasets in such studies yields results that are consistent with classical views of animal phylogeny.
一种允许在这些研究中使用更大数据集的新方法产生的结果与动物系统发育的经典观点一致。The benchmark datasets and the principal 1D CNN software used in those applications are also publically shared in a dedicated website.
基准数据集和这些应用程序中使用的主要1DCNN软件也在专用网站中公开共享。Datasets extend these benefits with compile-time type safety- meaning production applications can be checked for errors before they are run.
DataSets继承了编译时类型安全性的好处-这意味着线上应用程序可以在运行之前检查错误。Reddit Datasets Subreddit Since this is a community driven forum, it might come across a bit messy(compared to previous 2 sources).
Reddit数据集Subreddit-由于是社区驱动的论坛，这个数据集可能会相对有一点凌乱（与前两个源相比）。This approach can now be applied to‘phylogenomic' datasets encompassing virtually the complete protein sequences of an animal's genome.
这种方法现在可以应用到“phylog？nomic”数据集几乎涵盖动物的基因组的完整蛋白质序列。Spark 1.6 offers the first glimpse at Datasets, and we expect to improve them in future releases.
Spark1.6首次提出了Datasets，我们期望在未来的版本中改进它们。Our program is spread across 30 credits and contains projects involving big datasets, classification methods, variable selection, and deep learning to name a few.
我们的计划分散在30学分，并包含涉及大数据集，分类方法，变量选择和深入学习等项目。These datasets include the Human Genome Project, the Common Crawl web corpus, Wikipedia data, and Google Books Ngrams.
这些数据集包括人类基因组项目、CommonCrawl网页语料库、维基百科数据和GoogleBooksNgrams。Google datasets- Google provides a few datasets as part of its Big Query tool.
Googledatasets(WEB)Google提供了一些数据集作为其BigQuery工具的一部分。Amazon Web Services(AWS) datasets- Amazon provides a few big datasets, which can be used on their platform or on your local computers.
AmazonWebServices(AWS)datasets-亚马逊提供了一些大数据集，可以在他们的平台或你自己的本地计算机上使用。In other words, data visualizations turn large and small datasets into visuals that are easier for the human brain to understand and process.
换句话说，数据可视化将大型和小型数据集转换为更易于人类大脑理解和处理的视觉效果。Unifying DataFrames and Datasets in Scala/Java: Starting in Spark 2.0, DataFrame is just a type alias for Dataset of Row.
统一Scala和Java中DataFrames和Datasets的API：从Spark2.0开始，DataFrame仅仅是Dataset的一个别名。A DeepMind team finds that current techniques are sufficient for synthesizing high-resolution, diverse images from available datasets such as ImageNet and JFT-300M.
DeepMind团队发现，当前的技术足以从现有数据集(如ImageNet和JFT-300M)合成高分辨率、多样化的图像。Fabric Genomics uses AWS to process whole genomes in minutes, help physicians diagnose diseases faster, and scale to support large genomic datasets.
FabricGenomics使用AWS可在数分钟内完成全基因组的数据处理，帮助医生更快地诊断疾病，并提升对大型基因组数据集的支持能力。Reddit Datasets Subreddit Since this is a community driven forum, it might come across a bit messy(compared to previous 2 sources).
RedditDatasetsSubredditWEB由于这是一个社区驱动的论坛，它可能会遇到一些麻烦(与之前的两个来源相比)。Principal component analysis is commonly used in the social sciences, market research, and other industries that use large datasets.
它通常用于社会科学，市场研究和其他使用大数据集的行业。
