优化课程可以帮助您学习改善绩效、资源分配和决策过程的技术。您可以掌握线性规划、启发式方法和仿真建模等技能,为分析复杂系统提供支持。许多课程都会介绍 Excel Solver、MATLAB 和 Python 库(如 SciPy)等工具,使您能够将优化方法应用到物流、金融和运营管理的实际问题中。

Coursera
您将获得的技能: Classification And Regression Tree (CART), Model Deployment, Decision Tree Learning, Predictive Modeling, Model Evaluation, Feature Engineering, Machine Learning Methods, Random Forest Algorithm, Applied Machine Learning, Performance Tuning, Statistical Machine Learning, Scikit Learn (Machine Learning Library), Performance Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Transaction Processing, Data Lakes, Data Architecture, Databricks, Data Infrastructure, Data Pipelines, Data Warehousing, Database Architecture and Administration, Data Integration, Apache Spark, Data Processing, Real Time Data, Big Data, Data Integrity, Scalability, Performance Tuning, Data Management, SQL
中级 · 课程 · 1-4 周

Board Infinity
您将获得的技能: Google Analytics, Data Storytelling, Data Presentation, Marketing Analytics, Web Analytics, Data Validation, Dashboard, Customer Insights, Data-Driven Decision-Making, Predictive Analytics, Analytics, Information Privacy, Data Collection, Key Performance Indicators (KPIs), Real Time Data
初级 · 课程 · 1-4 周

PracticalGrowth
初级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Email Marketing, Customer Relationship Management (CRM) Software, Customer Engagement, Customer Data Management, Marketing Automation, Customer Analysis, Marketing Strategies, Campaign Management, Marketing Analytics, Data Integration, Workflow Management, Data Cleansing
初级 · 课程 · 1-4 周

Pragmatic AI Labs
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 商业分析, 探索性数据分析, 市场分析, 工艺优化, 预测分析, 决策, 风险分析, Microsoft Excel, 无监督学习, 概率分布, 模拟和模拟软件, 数据分析, 业务建模
初级 · 课程 · 1-4 周

中级 · 课程 · 1-4 周

您将获得的技能: Vibe coding, Responsible AI, Prompt Engineering, Prompt Patterns, Program Development, Software Engineering, Integrated Development Environments, AI Workflows, Software Development, Web Applications, UI Components, AI Enablement, Software Design, Code Review, Front-End Web Development, Development Testing, Web Development, Software Testing, Secure Coding, User Interface (UI) Design
中级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: Web Scraping, Data Structures, Git (Version Control System), Generative AI, Version Control, Matplotlib, Devops Tools, Plotly, DevOps, Agile Methodology, Web Development, Data Ethics, Flask (Web Framework), Data Visualization, Scripting, GitHub, Debugging, Data Analysis, Automation, Cloud Computing
初级 · 专业证书 · 3-6 个月

您将获得的技能: Supplier Performance Management, Vendor Contracts, Supplier Relationship Management, Risk Analysis, Root Cause Analysis, Contract Management, Contract Compliance, Corrective and Preventive Action (CAPA), Strategic Sourcing, Continuous Improvement Process, Risk Management, Procurement, Service Level Agreement, Performance Analysis, Generative AI Agents, Key Performance Indicators (KPIs), Prompt Engineering
中级 · 课程 · 1-3 个月

Coursera
初级 · 课程 · 1-4 周