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。

您将获得的技能: Operations Research, Operational Efficiency, Transportation Operations, Business Operations, Resource Utilization, Operations, Process Optimization, Scheduling, Operations Management, Operational Performance Management, Resource Allocation, Project Schedules, Transportation, Supply Chain, and Logistics, Analytical Skills, Resource Planning, Logistics Management, Timelines, Logistics, Finance, Research
混合 · 课程 · 1-3 个月

您将获得的技能: Investment Management, Financial Modeling, Investments, Securities (Finance), Financial Analysis, Mathematical Modeling, Financial Market, Mathematical Theory & Analysis, Finance, Cash Flows, Return On Investment, Calculus, Portfolio Management, Derivatives, Applied Mathematics, Integral Calculus, Business
混合 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 降维, 数据转换, 描述性统计, 统计推理, 统计资料, 机器学习, 线性代数, 微积分, 模型优化, 抽样(统计), 统计假设检验, 机器学习方法, 概率分布, 应用数学, 应用机器学习, 概率与统计, 概率, 统计方法, 贝叶斯统计, 数学软件
★ 4.6 (3193) · 中级 · 专项课程 · 1-3 个月

Coursera
您将获得的技能: Apache Airflow, MLOps (Machine Learning Operations), Fine-tuning, User Acceptance Testing (UAT), Prompt Patterns, LLM Application, AI Security, Extract, Transform, Load, Scripting, Technical Communication, SQL, Model Optimization, Data Pipelines, Data Presentation, Large Language Modeling, Python Programming, Performance Tuning, Root Cause Analysis, Statistical Analysis, Version Control
中级 · 专项课程 · 3-6 个月
Stanford University
您将获得的技能: 微积分, 高等数学, 演绎推理, 数学教育, 数学与数学建模, 数学理论与分析, 普通数学, 逻辑推理
★ 4.8 (3030) · 中级 · 课程 · 1-3 个月

The Hong Kong University of Science and Technology
您将获得的技能: 脚本, 工程计算, 线性代数, 微分方程, 工程学, 机械, 微积分, 高等数学, 数学建模, 代数, 数值分析, 工程分析, Matlab, 积分微积分, 应用数学, 模拟和模拟软件, 计算思维, 几何学, 数学软件, 电磁学
★ 4.8 (7795) · 初级 · 专项课程 · 3-6 个月

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, Artificial Intelligence, Probability, Regression Analysis, Calculus, Mathematical Software, Advanced Mathematics, Applied Mathematics, Probability Distribution, Mathematical Modeling, Model Optimization, Integral Calculus, Algebra, Machine Learning Algorithms, Dimensionality Reduction
★ 4.9 (10) · 初级 · 课程 · 1-3 个月

Universidad de Palermo
您将获得的技能: Algebra, Arithmetic, Mathematical Modeling, General Mathematics, Applied Mathematics, Graphing
★ 4.7 (67) · 初级 · 课程 · 1-4 周

Arizona State University
您将获得的技能: 实验, 统计建模, 统计推理, 模型优化, 抽样(统计), 统计假设检验, 设计策略, 研究设计, 统计分析, 样本量的确定, 科学方法, 科学与研究, 数学建模, 概率与统计, 统计软件, 统计方法, 数据分析软件, 差异分析, 回归分析, 数学软件
★ 4.7 (384) · 初级 · 专项课程 · 3-6 个月

University of Minnesota
您将获得的技能: 决策, 运筹学, 分析, 模型优化, 业务建模, 数学建模, 数据驱动决策, 商业分析, 制图, 工艺优化, Microsoft Excel, 电子表格软件, Excel 公式
★ 4.7 (90) · 初级 · 课程 · 1-4 周

Birla Institute of Technology & Science, Pilani
您将获得的技能: Integral Calculus, Trigonometry, Engineering Analysis, Linear Algebra, Calculus, Advanced Mathematics, Differential Equations, Mathematical Modeling, Mathematical Theory & Analysis, Applied Mathematics, Engineering, Algebra, Derivatives
★ 4.6 (185) · 初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Model Optimization, Feature Engineering, Model Training, Applied Machine Learning, Machine Learning Methods, Fine-tuning, Machine Learning Algorithms, Deep Learning, Supervised Learning, Transfer Learning, Model Evaluation, Data Structures, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Algorithms, Machine Learning, Artificial Neural Networks, Convolutional Neural Networks, Network Architecture, Performance Testing
中级 · 课程 · 1-3 个月