优化课程
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。
热门优化课程和认证
状态：新状态：免费试用National Taiwan University
您将获得的技能: Operations Research, Mathematical Modeling, Process Optimization, Report Writing, Network Model, Applied Mathematics, Process Improvement and Optimization, Business Modeling, Industrial Engineering, Linear Algebra, Numerical Analysis, Operations Management, Applied Machine Learning, Resource Allocation, Case Studies, Engineering Calculations, Algorithms, Feasibility Studies, Project Design, Business Analytics
状态：免费试用National Taiwan University
您将获得的技能: 微软Excel, 应用数学, 业务建模, 工业工程, 库存管理系统, Algorithm, 改进和优化流程, 工艺优化, 投资组合管理, 决策, 数学建模, 运营管理, 制定计划, 商业分析, 资源分配, 案例研究, 运筹学, 线性代数
状态：免费试用University of Minnesota
您将获得的技能: 数据建模, 业务建模, 微软Excel, 电子表格软件, 决策, 制图, 商业数学, 分析, 数据驱动的决策制定, 商业分析, 数学建模, 工艺优化, 运筹学, 线性代数
状态：免费试用National Taiwan University
您将获得的技能: 应用数学, Algorithm, 设施管理, 工艺优化, 决策, 数学建模, 工程计算, 商业分析, 资源分配, 运筹学, 数值分析, 计算思维, 运行分析, 线性代数, 计划实施, 微积分
状态：免费The Chinese University of Hong Kong
您将获得的技能: Mathematical Modeling, Problem Solving, Graph Theory, Decision Support Systems, Computational Thinking, Data Modeling, Data Structures, Debugging
状态：新状态：免费试用Coursera
您将获得的技能: MLOps (Machine Learning Operations), Image Analysis, Multimodal Prompts, Debugging, Computer Vision, Algorithms, Model Evaluation, Applied Machine Learning, Performance Tuning, Failure Mode And Effects Analysis, Verification And Validation, Root Cause Analysis, Performance Analysis, Machine Learning, Deep Learning, Artificial Neural Networks, Tensorflow, Data Visualization, Python Programming, Experimentation
是什么让您今天来到 Coursera？
状态：新状态：免费试用您将获得的技能: Retrieval-Augmented Generation, Prompt Engineering, Multimodal Prompts, Prompt Patterns, Prompt Engineering Tools, LLM Application, Model Evaluation, LangChain, Large Language Modeling, Hugging Face, Transfer Learning, Model Deployment, Responsible AI, Performance Tuning, AI Workflows, Generative AI, LangGraph, Embeddings, Context Management, Vector Databases
状态：新状态：免费试用您将获得的技能: Data Analysis Expressions (DAX), Power BI, Performance Tuning, Performance Analysis, Microsoft Excel, Time Series Analysis and Forecasting, Microsoft Copilot, Business Intelligence, Data Modeling, Data Manipulation, Business Metrics, Interactive Data Visualization
状态：新状态：免费试用Coursera
您将获得的技能: Apache Airflow, MLOps (Machine Learning Operations), User Acceptance Testing (UAT), Prompt Patterns, LLM Application, AI Security, Extract, Transform, Load, Scripting, Technical Communication, SQL, Data Pipelines, PyTorch (Machine Learning Library), Miro AI, Data Presentation, Large Language Modeling, Python Programming, Performance Tuning, Root Cause Analysis, Statistical Analysis, Version Control
您将获得的技能: Blogs, Content Management Systems, Search Engine Optimization, Web Analytics and SEO, Keyword Research, Web Content
状态：免费试用DeepLearning.AI
您将获得的技能: 数据预处理, 深度学习, 张力流, 验证和确认, Model Evaluation, 人工神经网络, Machine Learning 方法, 性能调整
状态：免费试用University of Michigan
您将获得的技能: Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Generative AI, Artificial Intelligence, Technical Design, Machine Learning, Data-Driven Decision-Making, Deep Learning, Applied Machine Learning, Algorithms
总之，以下是 10 最受欢迎的 optimization 课程
- Operations Research: National Taiwan University
- 运筹学 (1)：模型与应用: National Taiwan University
- 优化决策: University of Minnesota
- 运筹学 (2)：优化算法: National Taiwan University
- Basic Modeling for Discrete Optimization: The Chinese University of Hong Kong
- Systematic ML Optimization: Coursera
- LLM Engineering: Prompting, Fine-Tuning, Optimization & RAG: Edureka
- Advanced DAX and Performance Optimization: Microsoft
- LLM Optimization & Evaluation: Coursera
- Search Engine Optimization (SEO) with Squarespace : Coursera
