凸优化课程可以帮助您学习线性规划、对偶理论和梯度下降方法。您可以掌握制定优化问题、分析凸集以及将算法应用到实际工作中的技能。许多课程都会介绍 MATLAB、Python 库和优化软件等工具,这些工具支持在机器学习、人工智能和 Operator 研究等领域实施解决方案。

National Taiwan University
您将获得的技能: Report Writing, Operations Research, Applied Mathematics, Mathematical Modeling, Algorithms, Industrial Engineering, Business Modeling, Process Optimization, Engineering Calculations, Feasibility Studies, Project Design, Engineering Management, Business Operations, Computational Thinking, Data Visualization, Complex Problem Solving, Decision Making, Performance Metric, Business Analytics
高级设置 · 课程 · 1-4 周

Imperial College London
您将获得的技能: Python 程序设计, 统计, 降维, 功能工程, 无监督学习, 线性代数, Jupyter, NumPy, 数据预处理, 微积分, 高等数学
中级 · 课程 · 1-4 周

您将获得的技能: Stored Procedure, Microsoft SQL Servers, Database Development, Transact-SQL, Performance Tuning, Database Management, SQL, Microsoft Copilot, System Monitoring, Debugging
初级 · 课程 · 1-4 周

您将获得的技能: Scheduling, Project Schedules, Project Controls, Timelines, Project Management Software, Work Breakdown Structure, Management Reporting, Performance Reporting, Process Improvement and Optimization, Configuration Management, Dashboard, Resource Management, System Configuration
高级设置 · 课程 · 1-3 个月

您将获得的技能: Blogs, Search Engine Optimization, Keyword Research, Web Content, Web Analytics and SEO, Content Creation, Content Marketing, Drive Engagement, Generative AI, Business Marketing
初级 · 课程 · 1-4 周

University of California, Irvine
您将获得的技能: 营销分析, 营销策略, 营销, 销售, A/B 测试, 数字化营销, 移动安全, 性能指标, 改善客户体验, 工艺优化, 关键绩效指标 (KPI), 网络分析和 SEO, 绩效衡量, 网络应用, 营销效果
初级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Model Evaluation, Linear Algebra, Statistical Machine Learning, Probability, Bayesian Statistics, Probability Distribution, Mathematical Modeling, Machine Learning, Applied Mathematics, Statistical Inference, Dimensionality Reduction, Algebra
混合 · 课程 · 1-4 周

您将获得的技能: Cloud Deployment, Cloud Computing Architecture, Public Cloud, Cloud Security, Data Import/Export, Load Balancing, Virtual Networking, Multi-Factor Authentication, Event Monitoring, Data Storage, MySQL, Key Management, Scalability
中级 · 专项课程 · 3-6 个月

您将获得的技能: Prompt Engineering, Plot (Graphics), Data Visualization, Large Language Modeling, Text Mining, Retrieval-Augmented Generation, Data Visualization Software, Data Analysis, Natural Language Processing
中级 · 课程 · 1-4 周

您将获得的技能: Keras (Neural Network Library), Artificial Neural Networks, Applied Machine Learning, Deep Learning, Python Programming, Performance Tuning, Machine Learning Algorithms, Machine Learning
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Amazon Web Services, Cloud Deployment, Amazon CloudWatch, Databases, AWS CloudFormation, Relational Databases, Amazon DynamoDB, Database Architecture and Administration, Amazon Elastic Compute Cloud, Operational Databases, Cloud Management, Amazon Redshift, Amazon S3, AWS Identity and Access Management (IAM), Cloud Security, AWS Kinesis, Data Security, Serverless Computing, Performance Tuning, Scalability
高级设置 · 课程 · 1-3 个月

Board Infinity
您将获得的技能: Teradata SQL, Stored Procedure, Performance Tuning, Database Management, Extract, Transform, Load, Solution Design, Data Import/Export, Database Design, System Implementation, Data Manipulation, Data Processing, Emerging Technologies
中级 · 课程 · 1-4 周