Record: YesLevel: GraduateLanguage: EnglishPrerequisiteProbability theory, Mathematical statistics, Machine learningAbstractProbabilistic approach in machine and deep learning leads to principled solutions. It provides explainable decisions and new ways for improving of existing approaches. Bayesian machine learning consists of probabilistic approaches that rely on Bayes formula. It can help in...
PrerequisiteElementary multivariate calculus, elementary statistics. Some basic General Relativity and Statistical Mechanics may help in following the applications.AbstractThe course is targeted to those who know beginning graduate level physics but do not know machine learning. We will cover important methods in machine learning with a view to their applications to current physics such as stri...
地址：北京市海淀区清华大学求真书院
版权所有 © 清华大学 2024 京ICP备15006448号 京公网安备 110402430053 号
