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。

University of California, Santa Cruz
您将获得的技能: 数据分析, 预测, 数学建模, R 语言程序设计(中文版), R(软件), 贝叶斯统计, 统计建模, 统计推理, 时间序列分析和预测, 概率分布, 回归分析
中级 · 课程 · 1-3 个月

University of Colorado System
您将获得的技能: Responsible AI, Agentic systems, Data Ethics, Agentic Workflows, AI Enablement, Artificial Intelligence, Healthcare Ethics, AI Workflows, AI Security, AI Orchestration, Applied Machine Learning, Health Technology, AI Personalization, Health Systems, Solution Design, Predictive Modeling, Predictive Analytics
初级 · 课程 · 1-4 周

您将获得的技能: Large Language Modeling, Generative AI, Model Deployment, Natural Language Processing, Prompt Engineering, Deep Learning, MLOps (Machine Learning Operations), Cloud Deployment, Model Evaluation, Continuous Monitoring, Data Cleansing, Machine Learning
中级 · 课程 · 1-4 周

Koç University
您将获得的技能: Calculus, Graphing, General Mathematics, Algebra, Mathematical Theory & Analysis, Mathematical Modeling
初级 · 课程 · 1-3 个月
University of Colorado Boulder
您将获得的技能: 数学建模, 物理科学, 适应气候变化, 文化敏感性, 研究, 环境科学, 气候变化计划, 科学方法, 化学, 数据收集, 地理信息系统, 国际关系, 物理学, 环境监测, 系统思考, 生物学, 水文学, 环境
初级 · 课程 · 1-3 个月

您将获得的技能: Network Protocols, Network Performance Management, Network Monitoring, Network Troubleshooting, Threat Detection, Network Analysis, TCP/IP, Web Servers, Intrusion Detection and Prevention, Network Security
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Google Ads, Keyword Research, Advertising Campaigns, Pay Per Click Advertising, Online Advertising, Campaign Management, Digital Advertising, Search Engine Marketing, Performance marketing
初级 · 指导项目 · 不超过 2 小时
Starweaver
您将获得的技能: Retrieval-Augmented Generation, Vector Databases, AI Personalization, Data Engineering, System Monitoring, Generative AI, Prompt Engineering, Data Processing, AI Workflows, Scalability, Data Architecture, Data Pipelines, Embeddings, Performance Tuning, Continuous Monitoring, Database Systems, Talent Pipelining, Process Optimization, Engineering
中级 · 课程 · 1-4 周

ISAE-SUPAERO
您将获得的技能: 结构工程, 数学建模, 数值分析, 工程分析, 线性代数, 控制系统, 振动, 有限元方法, 机械工程, 微分方程
中级 · 课程 · 1-3 个月
Starweaver
您将获得的技能: AI Enablement, Responsible AI, AI Product Strategy, Product Roadmaps, Program Implementation, Business Strategy, Strategic Leadership, Strategic Thinking, Technology Strategies, Organizational Strategy, Innovation, Organizational Leadership, Scalability, Business Transformation, Business Priorities, Leadership, Artificial Intelligence, Culture Transformation, Return On Investment, Business Metrics
中级 · 课程 · 1-4 周

Universitat Autònoma de Barcelona
您将获得的技能: Calculus, Advanced Mathematics, Mathematical Theory & Analysis, Geometry, Derivatives
中级 · 课程 · 1-3 个月

您将获得的技能: Matplotlib, NumPy, Data Visualization, Data Manipulation, Linear Algebra, Seaborn, Natural Language Processing, Deep Learning, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Data Preprocessing, Data Science, Regression Analysis, Data Structures, Logistic Regression
中级 · 课程 · 1-3 个月