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。

Microsoft
您将获得的技能: Unsupervised Learning, Model Deployment, Generative AI, Large Language Modeling, Data Management, Natural Language Processing, MLOps (Machine Learning Operations), Supervised Learning, Microsoft Azure, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Infrastructure Architecture, LLM Application, Responsible AI, Generative AI Agents, Applied Machine Learning, Azure DevOps, Reinforcement Learning, Data Preprocessing
中级 · 专业证书 · 3-6 个月

University of Pennsylvania
您将获得的技能: Algorithm, 数据管理, 自动编码器, 深度学习, 生成对抗网络 (GAN), 生成式人工智能, 改进和优化流程, 人工神经网络, 机器学习, 大数据, 应用机器学习, Machine Learning 方法, 模型评估, AI 产品战略, 人工智能和机器学习(AI/ML), 数据分析
混合 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Algorithm, 数据科学, 卷积神经网络, 数据结构, 数据转换, 数值分析, 线性代数, 机器学习, 计划发展, 数据处理, 深度学习, 人工神经网络, 数字信号处理, 性能调整, 数学软件, 软件开发, 图像分析
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 数据科学, 回归分析, 线性代数, R 语言程序设计(中文版), 数据建模, 应用数学, 统计, 统计建模, 衍生产品, 统计分析, 数学建模, 普通数学
高级设置 · 课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: 统计假设检验, 数据驱动的决策制定, 运筹学, 风险分析, 微软Excel, 预测建模, 电子表格软件, 风险管理, 数学建模, 模拟和模拟软件, 概率分布, 统计分析
混合 · 课程 · 1-4 周

Coursera
您将获得的技能: Google Analytics, Web Analytics, Content Performance Analysis, Marketing Analytics, Dashboard, User Accounts
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: LLM Application, Prompt Engineering, Performance Tuning, Performance Testing, Tool Calling, Responsible AI, A/B Testing, Application Performance Management, Retrieval-Augmented Generation, Model Evaluation, OpenAI API, Scalability, API Design
中级 · 课程 · 1-4 周

Cisco Learning and Certifications
您将获得的技能: Session Initiation Protocols, System Configuration, Collaborative Software, Configuration Management, Network Administration, Telecommunications, Communication Systems, Systems Integration, Scalability, Digital Communications
初级 · 课程 · 1-3 个月

Starweaver
您将获得的技能: Matlab, Scientific Visualization, Data Visualization, Simulation and Simulation Software, Data Visualization Software, Mathematical Modeling, Data Analysis, Engineering Analysis, Mathematical Software, Programming Principles, Data Structures, Computer Programming, Debugging
初级 · 课程 · 1-4 周

Birla Institute of Technology & Science, Pilani
您将获得的技能: Relational Databases, Databases, Database Theory, Database Design, Database Systems, Database Management, SQL, Database Architecture and Administration, Database Management Systems, Query Languages, Data Modeling, Transaction Processing, Data Management, Data Integrity, System Design and Implementation, Information Technology, Data Analysis, Information Architecture, Problem Solving, Logical Reasoning
中级 · 课程 · 1-3 个月

Tecnológico de Monterrey
您将获得的技能: Search Engine Marketing, Customer Engagement, Brand Management, Digital Media Strategy, Search Engine Optimization, Target Market, Digital Marketing, Web Analytics and SEO, Marketing Communications, Digital Advertising, Social Media Strategy, Digital Transformation, Customer Retention, Content Strategy, Marketing Analytics, Marketing Strategies, Social Media Marketing, Lead Generation, Customer Acquisition Management, Email Marketing
中级 · 专项课程 · 1-3 个月

University of Minnesota
您将获得的技能: 回归分析, 运筹学, 模拟, 预测分析, 统计, 商业分析, Excel 公式, 概率, 微软Excel, 业务建模, 时间序列分析和预测, 数据预处理, 概率分布, 模型评估, 预测, 劳动力管理, 数学建模, 供应链, 预测建模, 分析
初级 · 专项课程 · 3-6 个月