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。
Rice University
您将获得的技能: 统计建模, 估算, 统计假设检验, 统计方法, 回归分析, 数据分析, 商业分析, 微软Excel, 统计推理, 模型评估, 统计分析
混合 · 课程 · 1-4 周

University of California, Santa Cruz
您将获得的技能: 统计建模, R 语言程序设计(中文版), 统计方法, 马尔可夫模型, 回归分析, 统计分析, 贝叶斯统计, 数据分析, 模型评估, 概率分布
中级 · 课程 · 1-3 个月

Universidad Nacional Autónoma de México
您将获得的技能: Control Systems, Mathematical Modeling, Engineering Calculations, Automation, Applied Mathematics, Predictive Modeling, Systems Design, Systems Analysis
初级 · 课程 · 1-4 周

您将获得的技能: Standard Operating Procedure, Operational Efficiency, Lean Methodologies, Quality Assurance, Procedure Development, Operations Management, Safety Standards, Process Management, Process Optimization, Workforce Management, Continuous Improvement Process, Risk Management
初级 · 课程 · 1-4 周

University of Minnesota
您将获得的技能: 化学, 工程计算, 物理学, 数学建模
初级 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Responsible AI, Business Analysis, Data-Driven Decision-Making, Data Analysis, AI Enablement, Data Storytelling, Artificial Intelligence, Business Process Automation, Generative AI, Stakeholder Communications, Business Requirements, AI Workflows, Requirements Elicitation, Requirements Analysis, Workflow Management, Process Optimization
中级 · 课程 · 1-4 周

Howard University
您将获得的技能: Data Wrangling, Linear Algebra, Regression Analysis, NumPy, Predictive Modeling, Dimensionality Reduction, Data Science, Data Visualization, Applied Mathematics, Data Preprocessing, Statistical Modeling, Jupyter, Data Analysis, Machine Learning Methods, Mathematical Modeling, Algebra, Exploratory Data Analysis, Python Programming, Model Evaluation, Statistical Analysis
初级 · 专项课程 · 3-6 个月

Duke University
您将获得的技能: 拥抱的脸, MLOps(机器学习 Operator), CI/CD, 无服务器计算, 机器学习, 拉斯特(编程语言), 大数据, Devops, Microsoft Copilot, 集装箱化, 云计算解决方案, Docker (软件), 应用机器学习, PyTorch(机器学习库), GitHub, 张力流, 负责任的人工智能, 人工智能和机器学习(AI/ML)
高级设置 · 课程 · 1-3 个月

O.P. Jindal Global University
您将获得的技能: Marketing Analytics, Anomaly Detection, Digital Marketing, Web Analytics, Digital Advertising, Dimensionality Reduction, Unsupervised Learning, Customer Analysis, Search Engine Marketing, Supervised Learning, Online Advertising, Customer Retention, Text Mining, Predictive Analytics, Search Engine Optimization, Web Analytics and SEO, Google Ads, Customer Insights, Google Analytics, Data Ethics
初级 · 专项课程 · 3-6 个月

Instituto Tecnológico de Aeronáutica
您将获得的技能: Control Systems, Process Control, Systems Engineering, System Monitoring, Systems Analysis, Engineering Analysis, Mathematical Modeling, Applied Mathematics, Performance Testing, Differential Equations, Model Evaluation
混合 · 课程 · 1-4 周

您将获得的技能: PyTorch (Machine Learning Library), Model Evaluation, Convolutional Neural Networks, Transfer Learning, Image Analysis, Deep Learning, Python Programming
中级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: 模拟和模拟软件, 化学, 工程计算, 热管理, 统计方法, 数值分析, 石油和天然气, 定量研究, 工程学, 数学建模, 微分方程, 能源与公用事业, 应用数学, 物理学, 概率分布, 工程分析, 材料科学, 机械工程, 工艺工程, 化学工程
高级设置 · 专项课程 · 3-6 个月