hga010客户端下载’s data scientists work with clients and subject matter experts to formulate and solve important research questions using the latest 人工智能 (AI), 机器学习(ML), 自然语言处理(NLP), 数据可视化技术. Our multidisciplinary data science team includes experts from statistics, 计算机科学, 和通信.
Data Integration, Harmonization, and Complex Analytics
hga010客户端下载 achieves effective and efficient data integration and harmonization of data from disparate sources; processes data of varying file formats, 命名约定, and columns; and transforms them into a cohesive data set. These data are then available for streamlined analyses based on a common standard. We also lead the field in providing complex analytical services, using cutting-edge techniques rooted in principles and best practices of data science. 我们致力于通过高级分析为数据赋能, 机器学习(ML), 和人工智能(AI).
以现代化和创新为核心, hga010客户端下载提供数据采集, management and dissemination solutions that emphasize automation, 质量, 及时性, 和安全. 通过协调数据, 应用通用的数据模型和标准, 与外部数据源链接, and applying novel data science techniques we enhance the utility of the data and enable deeper analytics.
hga010客户端下载 develops cutting-edge visual analytics using the scientific principles of visual data communication. 在开发可视化, our aim is to provide clients with actionable insights into their data, 告知数据收集程序, 并支持决策. Our data experts use data visualization techniques to track and report on progress in large-scale surveys, 交互式分析地理空间流行病学数据, illustrate student growth and progress toward educational achievement indicators, and consistently monitor performance across research sites in clinical trials.查看案例研究
Geographic Information Systems and Geospatial Analysis
hga010客户端下载数据科学家可以优化任何研究任务. We’ve used geospatial relationships to enrich data frames and deliverables, 利用空间数据驱动数据收集逻辑, 生成地图以可视化数据, and automating the identification and collection of travel with GPS and geolocation data from smartphones. We’ve also combined epidemiological and environmental data to plan field activities in a post-COVID-19 world.
hga010客户端下载’s data science team includes experts from statistics, 计算机科学, 和通信. We work with clients to determine where 机器学习(ML) 和人工智能(AI) can be applied to expand data utility and discovery as well as to maximize the efficiency and 质量 of project operations. 我们与客户一起定义研究问题, 收集和整合数据, and apply a range of unsupervised and supervised ML algorithms to understand patterns in the data or to predict outcomes of interest.查看案例研究
Using both traditional and cutting-edge deep learning techniques, hga010客户端下载 data scientists implement 自然语言处理(NLP) aimed at training computers to understand and process human languages. 无论是面对书面语言还是口头语言, our NLP experts foster contextual understanding of content to help clients effectively process data and develop appropriate solutions to the challenges they face.
专家访谈Real-World Data: The Benefits, Limitations, and Future
The increasing need for the collection and analysis of massive amounts of data has made the use of data visualization more important than ever. …
专家访谈Jeri Mulrow on How 数据科学 Can Help Solve America’s Complex Dilemmas
面对国家面临的巨大问题, the potential for data science to be the game-changer that can help tackle them is being recognized. hga010客户端下载的……