数学优化课程可以帮助您学习线性规划、整数规划和非线性优化技术。您可以掌握制定优化问题、分析约束条件和应用算法寻找最优解的技能。许多课程都会介绍 Python、R 和 MATLAB 等工具,这些工具可用于实施优化模型和有效分析数据。

DeepLearning.AI
您将获得的技能: 应用数学, 回归分析, 机器学习, 微积分, 数值分析, Python 程序设计, 衍生产品, 深度学习, 人工神经网络, 数学建模
中级 · 课程 · 1-4 周

The Chinese University of Hong Kong
您将获得的技能: Operations Research, Computational Logic, Advanced Mathematics, Combinatorics, Algorithms, Applied Mathematics, Graph Theory, Mathematical Modeling, Mathematical Software, Computational Thinking, Programming Principles, Theoretical Computer Science, Program Development, Performance Tuning, Linear Algebra
中级 · 课程 · 1-4 周

The Hong Kong University of Science and Technology
您将获得的技能: Calculus, Numerical Analysis, Integral Calculus, Engineering Calculations, Applied Mathematics, Differential Equations, Algebra, Trigonometry, Engineering Analysis, Advanced Mathematics, General Mathematics, Physics, Geometry, Arithmetic, Mathematical Theory & Analysis, Mathematical Modeling, Derivatives, Graphing, Deductive Reasoning
初级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 应用数学, 机器学习, Python 程序设计, 降维, NumPy, 数据操作, 数据转换, 数据科学, 线性代数, Machine Learning 方法, 数学建模
中级 · 课程 · 1-4 周

The Hong Kong University of Science and Technology
您将获得的技能: 应用数学, 数值分析, 衍生产品, 微积分, 振动, 积分微积分, 工程分析, 微分方程, 线性代数, 电气工程, 高等数学, 数学建模
初级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Artificial Intelligence, AI Product Strategy, Technical Design, Machine Learning, Data-Driven Decision-Making, Deep Learning, Algorithms
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Descriptive Statistics, Linear Algebra, Exploratory Data Analysis, Data-Driven Decision-Making, Data Analysis, Bayesian Statistics, Statistics, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Probability, Regression Analysis, Calculus, Statistical Analysis, Advanced Mathematics, Applied Mathematics, Probability Distribution, Mathematical Modeling, Integral Calculus, Algebra, Machine Learning Algorithms
初级 · 课程 · 1-3 个月

University of Amsterdam
您将获得的技能: 计算逻辑, 普通数学, 逻辑推理, 演绎推理
高级设置 · 课程 · 1-3 个月

University of Pittsburgh
您将获得的技能: NumPy, Matplotlib, Linear Algebra, Pandas (Python Package), Data Manipulation, Applied Mathematics, Python Programming, Data Analysis, Data Science, Regression Analysis, Data Visualization Software, Mathematics and Mathematical Modeling, Probability & Statistics, Numerical Analysis, Mathematical Modeling, Machine Learning, Computational Logic, Logical Reasoning
攻读学位
初级 · 课程 · 1-4 周

The Chinese University of Hong Kong
您将获得的技能: 图论, 调试, 组合学, 运筹学, 几何学, 数据结构, Algorithm, 数学建模
中级 · 课程 · 1-3 个月

The Hong Kong University of Science and Technology
您将获得的技能: 应用数学, 模拟和模拟软件, 脚本, 估算, 微积分, 数值分析, 绘图(图形), 科学可视化, 计算思维, 编程原则, 微分方程, 工程分析, 线性代数, 数学软件, Algorithm, 模拟, 积分微积分, 数学建模, 工程计算, Matlab
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Plant Operations and Management, Process Engineering, Cost Management, Project Management, Engineering Management, Process Design, Operational Efficiency, Process Analysis, Value Engineering, Process Optimization, Budgeting, Process Improvement and Optimization, Safety Standards, Simulation and Simulation Software, Operational Excellence, Financial Planning
初级 · 课程 · 1-4 周