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。

Coursera
您将获得的技能: Storytelling, Canva (Software), Visual Design, Case Studies, Content Creation, Portfolio Management, Data Visualization, Graphic and Visual Design, Strategic Thinking, Critical Thinking and Problem Solving, Goal Setting
初级 · 课程 · 1-4 周

Heriot-Watt University
您将获得的技能: Artificial Intelligence, Graph Theory, Database Development, Data Structures, Database Architecture and Administration, NoSQL, Computational Logic, Object Oriented Programming (OOP), Java, Combinatorics, Theoretical Computer Science, Object Oriented Design, Big Data, Computer Programming, Natural Language Processing, Algorithms, Reinforcement Learning, Computational Thinking, Mathematical Theory & Analysis, Agentic systems
获得学位
学位 · 1-4 年
Universidad de los Andes
您将获得的技能: Social Network Analysis, Network Analysis, Data Storytelling, Financial Statement Analysis, Data Presentation, Financial Modeling, Interactive Data Visualization, Financial Statements, Marketing Analytics, Data Visualization, Product Marketing, Statistical Machine Learning, Marketing Management, Data Cleansing, Matplotlib, Machine Learning, Random Forest Algorithm, Operations Research, Natural Language Processing, Mathematical Modeling
提供的学分
MasterTrack · 6-12 个月

University of Pittsburgh
您将获得的技能: LLM Application, Tool Calling, Database Systems, Data Visualization, Predictive Modeling, Database Design, Apache Spark, Large Language Modeling, Database Management, Databases, Data Ethics, Bayesian Statistics, Data Visualization Software, Supervised Learning, Cloud Computing, Linear Algebra, Data Governance, Regression Analysis, Applied Machine Learning, Data Analysis
获得学位
学位 · 1-4 年

University of Huddersfield
您将获得的技能: Integral Calculus, Matplotlib, Calculus, Differential Equations, Data Visualization Software, Python Programming, Data Analysis, Mathematical Modeling, Engineering Analysis, Applied Mathematics, Data Manipulation, Statistical Analysis, Data Structures, Computer Programming, Pandas (Python Package), Debugging, NumPy, Object Oriented Programming (OOP)
获得学位
学位 · 1-4 年

Imperial College London
您将获得的技能: 回归分析, 统计分析, 微积分, 衍生产品, Python 程序设计, 机器学习算法, 线性代数, 高等数学, 人工神经网络
初级 · 课程 · 1-3 个月

您将获得的技能: Game Theory, Strategic Decision-Making, Strategic Thinking, Decision Making, Systems Thinking, Complex Problem Solving, Spreadsheet Software
中级 · 指导项目 · 不超过 2 小时

DeepLearning.AI
您将获得的技能: 描述性统计, 贝叶斯统计, 探索性数据分析, 统计分析, 概率与统计, 概率分布, 抽样(统计), A/B 测试, 数据科学, 统计机器学习, 统计推理, 概率, 统计可视化, 统计假设检验
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Political Sciences, Policy Analysis, Social Justice, Social Sciences, Public Policies, Game Theory, Demography, Logical Reasoning, Applied Mathematics
混合 · 课程 · 1-3 个月

Imperial College London
您将获得的技能: 应用数学, NumPy, Python 程序设计, 机器学习算法, 数据操作, 线性代数, Algorithm, 数据科学
初级 · 课程 · 1-3 个月

Universidad de Palermo
您将获得的技能: Business Mathematics, Profit and Loss (P&L) Management, Applied Mathematics, Graphing, Financial Analysis, Case Studies, Business Metrics, Business Analysis, Financial Statements, Arithmetic, Algebra
初级 · 课程 · 1-4 周

Alberta Machine Intelligence Institute
您将获得的技能: 利益攸关方沟通, 企业战略, 机器学习, 系统集成, 负责任的人工智能, 应用机器学习, MLOps(机器学习 Operator), 性能指标, 业务运营, 风险缓解, 道德标准与行为, 数据维护
混合 · 课程 · 1-4 周