JoeGage

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Statistics with Python Specialization (Coursera专项课程) 0 个评论 关注

开始时间: 12/21/2023 持续时间: Approximately 3 months to complete Suggested pace of 5 hours/week

主页: https://www.coursera.org/specializations/statistics-with-python

简介: 密歇根大学基于Python的统计学专项课程系列(Statistics with Python Specialization),这个系列的目标是使用Python进行统计可视化、推理和建模,涵盖3门子课程,包括使用Python理解和可视化数据,使用Python进行推理统计分析,使用Python对数据进行统计模型拟合,感兴趣的同学可以关注:Practical and Modern Statistical Thinking For All. Use Python for statistical visualization, inference, and modeling

CVX101: Convex Optimization (Stanford Online) 1 个评论 关注

开始时间: 04/22/2022 持续时间: 未知

主页: https://class.stanford.edu/courses/Engineering/CVX101/Winter2014/about

简介: This course concentrates on recognizing and solving convex optimization problems that arise in applications. The syllabus includes: convex sets, functions, and optimization problems; basics of convex analysis; least-squares, linear and quadratic programs, semidefinite programming, minimax, extremal volume, and other problems; optimality conditions, duality theory, theorems of alternative, and applications; interior-point methods; applications to signal processing, statistics and machine learning, control and mechanical engineering, digital and analog circuit design, and finance.

Linear and Integer Programming (CourseraArchive) 3 个评论 关注

开始时间: 04/22/2022 持续时间: Unknown

主页: https://www.coursera.org/course/linearprogramming

简介: This course will cover the very basic ideas in optimization. Topics include the basic theory and algorithms behind linear and integer linear programming along with some of the important applications. We will also explore the theory of convex polyhedra using linear programming.

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