对应专业:Comp Sci., Engineering, Info. Sys., Analytics, Stats., Math, Physics, App. Sci. or related
所需培训:N
培训时长:
所需培训领域:
前置经验:N
经验时长（月）:
替代领域学历:N
替代专业:
可替代教育及经验组合:N
所需教育层级:
其他可替代教育层级:
认可经验年限:
境外教育背景:Y
可替代职业:N
可替代职业时长（月）:
可替代职业名称:
是否为正常职业要求:Y
是否需要外语:N
特殊技能:Requires completion of one graduatelevel course, one research project, or one internship involving the following skillsbr br Algorithms, data structures, or systems software;br Solving analytical problems using quantitative approaches;br Gathering, manipulating, or analyzing complex, highvolume, highdimensionality data from varying sources;br Communicating complex research in a clear, precise, and actionable manner;br Research in topics closely related to machine learning, NLP, recommendation systems, pattern recognition, signal processing, data mining, artificial intelligence, information retrieval, or computer vision;br Performing research that enables learning the semantics of data images, video, text, audio, or other modalities and advances the technology of intelligent machines;br Adapting standard machine learning methods to best enterprise modern parallel environments distributed clusters, multicore SMP, or GPU;br Developing highly scalable classifiers and tools leveraging machine learning, statistics, regression, rulesbased models, or mathematical models; andorbr Java, C, Perl, PHP, or Python.