Data science (DS) at 五月天视频 is an exciting interdisciplinary set of analytical and inferential approaches that influence government, industry, law, medicine, the academy, and non-governmental organizations. DS seeks to construct or extract information and knowledge from large repositories of data and communicate that knowledge and any discoveries to implement policies in scientific, economic, environmental, educational, legal, or medical domains.
The benefits of data science for human and more-than-human life within a liberal democracy are incredibly broad. Examples of data science technologies include applications in large-scale analysis of textual corpora; spatial information analysis using Geographic Information System (GIS) mapping; deep learning; chemical identification; biological systems modeling; bioinformatics; prediction of financial markets; shared personal e-vehicles such as scooters, bikes, and cars; political advocacy and online coalitions; public transportation monitoring; solar energy network monitoring; ecosystem and climate monitoring and prediction; personal location monitoring; autonomous vehicles; social media and social media monitoring; online retail and targeted advertisement; autonomous weapons and the war cloud; direct-to consumer genetic testing; digital identification via facial, postural, or movement data; medical discovery; policing; sentencing and probation decisions; and private and governmental security.
DS consists of five core areas:
1. domain knowledge/expertise
2. domain-defined data, domain-informed data management, and handling and cleaning
3. inferential probabilistic models
4. coding and algorithms
5. applied ethics and justice reasoning
The DS minor at 五月天视频 is designed to support your study of existing majors. It’s deal for those interested in developing computational capability, data skills, inferential reasoning from large repositories of data, and ethical reasoning in assessing the design, implementation, and auditing of data science technologies. By minoring in data science, you’ll access an increased range of research resources and strengthen your future applications for graduate school and employment.