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。
University of Washington
您将获得的技能: 概率与统计, R 语言程序设计(中文版), 图论, 分类算法, 机器学习, 统计机器学习, 监督学习, 统计方法, 高级分析, 大数据, 统计推理, 预测分析, 无监督学习, 机器学习算法, 统计分析, 数据分析
混合 · 课程 · 1-4 周

您将获得的技能: LangChain, Hugging Face, Prompt Engineering, Retrieval-Augmented Generation, Model Evaluation, Large Language Modeling, CrewAI, OpenAI API, Generative AI Agents, LLM Application, Vector Databases, Tool Calling, ChatGPT, Responsible AI, Embeddings, AI Enablement, AI Workflows, OpenAI, Generative AI, Python Programming
中级 · 专项课程 · 1-3 个月

Fractal Analytics
您将获得的技能: Responsible AI, Data Ethics, Generative AI, Human Centered Design, Problem Solving, AI Security, AI Enablement, Business Leadership, Strategic Leadership, AI Product Strategy, Generative Adversarial Networks (GANs), Business Strategy, Ethical Standards And Conduct, Analytical Skills, Strategic Thinking, Artificial Intelligence, Critical Thinking, Design Thinking, Thought Leadership, Project Implementation
初级 · 专项课程 · 3-6 个月

Microsoft
您将获得的技能: Python 程序设计, 代码审查, 生成式人工智能, 数据结构, 可维护性, 测试驱动开发(TDD), 计划发展, 面向对象编程(OOP), 软件开发, Algorithm, 无服务器计算, 软件文档, 云应用, 集成测试, 面向对象设计, 云部署, 微软 Azure, 单元测试, 软件设计, 云计算
初级 · 课程 · 1-3 个月

您将获得的技能: Email Marketing, Social Media Marketing, Point of Sale, Social Media, Brand Loyalty, Customer Retention, Customer Relationship Management, Customer Engagement, Shipping and Receiving, Customer Analysis, E-Commerce, Relationship Building, Marketing Planning, Digital Marketing, Content Creation, User Feedback, Process Optimization, Content Strategy, Business Marketing, Contextual Advertising
初级 · 专项课程 · 3-6 个月
您将获得的技能: Performance Tuning, Django (Web Framework), Authentications, PostgreSQL, Scalability, Application Deployment, Cloud Hosting, User Accounts, Application Security, Python Programming
高级设置 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: Python 程序设计, 时间序列分析和预测, 数据操作, 机器学习, 分类算法, 模型评估, 预测建模, Scikit-learn (机器学习库), 监督学习, 数据预处理, 机器学习算法, 应用机器学习, 功能工程, Jupyter, 回归分析, 无监督学习, Pandas(Python 软件包), 文本挖掘
攻读学位
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Regression Analysis, NumPy, Supervised Learning, Machine Learning Algorithms, Machine Learning, Predictive Modeling, Deep Learning, Data Science, Python Programming
中级 · 指导项目 · 不超过 2 小时

Johns Hopkins University
您将获得的技能: Social Network Analysis, Network Analysis, Responsible AI, Graph Theory, Machine Learning, Applied Machine Learning, Research, Model Evaluation, Social Sciences, Statistical Analysis, Amazon Web Services, R Programming, Tensorflow, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Research Design, Sociology, Driving engagement, Machine Learning Methods, Behavioral Economics
中级 · 专项课程 · 3-6 个月

您将获得的技能: Mobile Development, Generative AI, Application Development, API Testing, Test Automation, User Interface (UI), Responsible AI, Performance Tuning, Prompt Engineering, Human Computer Interaction, Automation, Analysis
初级 · 课程 · 1-4 周

Skillshare
您将获得的技能: AI Personalization, Business Process
初级 · 专项课程 · 1-3 个月

您将获得的技能: Budget Management, Budgeting, Financial Data, Financial Reporting, Accounting and Finance Software, Financial Forecasting, Consolidation, Financial Management, Management Reporting, Forecasting, Financial Analysis, Performance Measurement, Financial Planning, Dashboard, Key Performance Indicators (KPIs)
初级 · 课程 · 1-4 周