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: Transfer Learning, Embeddings, Model Evaluation, Convolutional Neural Networks, Data Preprocessing, Model Deployment
中级 · 课程 · 1-4 周

The Hong Kong University of Science and Technology
您将获得的技能: Search Engine Optimization, Web Analytics, Semantic Web, Performance Metric, Digital Marketing, Algorithms, Personalized Service, Text Mining, User Feedback, Natural Language Processing, User Research, Data Structures
中级 · 课程 · 3-6 个月

您将获得的技能: SQL, Database Design, Database Management, Data Analysis, Database Architecture and Administration, Data Cleansing, Data Transformation, Data Manipulation, Query Languages, Analytics, GitHub, Data Integration, AI Enablement, Git (Version Control System), Performance Tuning
初级 · 课程 · 1-3 个月

University of London
您将获得的技能: Pandas (Python Package), NumPy, Probability & Statistics, Unsupervised Learning, Statistics, Data Analysis, Statistical Analysis, Jupyter, Data Manipulation, Machine Learning Algorithms, Descriptive Statistics, Matplotlib, Data Visualization Software, Python Programming, Machine Learning, Data Preprocessing
初级 · 课程 · 1-4 周

Instituto Tecnológico de Aeronáutica
您将获得的技能: Control Systems, Matlab, System Design and Implementation, Engineering Calculations, Engineering Analysis, Mathematical Modeling, Systems Analysis, Simulations, Engineering Design Process
中级 · 课程 · 1-3 个月

École Polytechnique
您将获得的技能: Numerical Analysis, Engineering Analysis, Engineering Calculations, Advanced Mathematics, Materials science, Physics, Differential Equations, Mathematical Modeling, Applied Mathematics, Laboratory Research, Experimentation
混合 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Microsoft Azure, Azure DevOps, Artificial Intelligence and Machine Learning (AI/ML), Cloud Deployment, Data Pipelines, Data Preprocessing, CI/CD, Continuous Monitoring, Debugging, Identity and Access Management, Version Control, Data Storage, Scalability
中级 · 课程 · 1-3 个月

Columbia University
您将获得的技能: 时间序列分析和预测, 统计方法, 高级分析, 调解, 回归分析, 研究设计, 统计建模, 统计推理, 统计分析, 计量经济学
高级设置 · 课程 · 1-3 个月

您将获得的技能: Agile Project Management, Sprint Retrospectives, Scaled Agile Framework, Agile Methodology, Emotional Intelligence, Team Management, Risk Management, User Story, Team Leadership, Initiative and Leadership, Employee Coaching, Team Building, Stakeholder Engagement, Leadership, Backlogs, Kanban Principles, Conflict Management, Earned Value Management, Stakeholder Analysis, Sprint Planning
中级 · 专项课程 · 1-3 个月

Microsoft
您将获得的技能: Content Performance Analysis, Prompt Engineering, Microsoft Copilot, Customer Insights, Customer Analysis, Competitive Analysis, Persona Development, Content Marketing, Content Creation, Marketing Operations, Marketing Analytics, Generative AI Agents, Marketing Design, Marketing Strategies, Marketing Planning, Marketing Materials, Marketing, Ideation, Social Media Content, Data Analysis
初级 · 专项课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 微积分, 数学建模, 数值分析, 积分微积分, 几何学, 应用数学, 高等数学, 概率
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Generative AI Agents, LangChain, AI Workflows, LLM Application, AI Orchestration, Agentic systems, Development Environment, AI Enablement, Model Evaluation, OpenAI, Scalability, Programming Principles, Application Design, Performance Tuning, Design
中级 · 课程 · 1-4 周