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。
Universidad de los Andes
您将获得的技能: Predictive Modeling, Marketing Analytics, Financial Modeling, Data Preprocessing, Advertising, New Product Development, Portfolio Management, Machine Learning, Strategic Decision-Making, Time Series Analysis and Forecasting, FinTech, Statistical Modeling, Operations Research, Model Deployment, Natural Language Processing, Mathematical Modeling, Random Forest Algorithm, Network Model, Cloud Deployment, Process Optimization
提供的学分
MasterTrack · 6-12 个月

您将获得的技能: User Interface (UI), System Implementation
中级 · 课程 · 1-3 个月

University of Huddersfield
您将获得的技能: Graph Theory, Linear Algebra, Computational Logic, Statistical Software, Integral Calculus, Matplotlib, Calculus, R Programming, Theoretical Computer Science, Logical Reasoning, Differential Equations, Data Visualization Software, Applied Mathematics, Deductive Reasoning, Bayesian Statistics, Advanced Mathematics, Python Programming, Data Analysis, Mathematical Modeling, Numerical Analysis
获得学位
学位 · 1-4 年

Coursera
中级 · 课程 · 1-4 周

University of Pittsburgh
您将获得的技能: Retrieval-Augmented Generation, LLM Application, Tool Calling, Data Visualization, Database Design, Database Management, Supervised Learning, Web Services, Data Ethics, Apache Spark, Bayesian Statistics, Time Series Analysis and Forecasting, Data Visualization Software, Unsupervised Learning, Linear Algebra, Data Governance, Predictive Modeling, Regression Analysis, Applied Machine Learning, Data Analysis
获得学位
学位 · 1-4 年

Birla Institute of Technology & Science, Pilani
您将获得的技能: Social Network Analysis, Graph Theory, Network Analysis, Data Ethics, Responsible AI, Machine Learning, Analytics, Research, Data Visualization, Driving engagement, Data Mining, Predictive Analytics, Community Development, Algorithms
中级 · 课程 · 1-3 个月

Coursera
中级 · 课程 · 1-4 周

Coursera
初级 · 课程 · 1-4 周

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

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

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

Imperial College London
您将获得的技能: 应用数学, Jupyter, NumPy, 算法, 机器学习算法, 线性代数, Python 编程, Algorithm
初级 · 课程 · 1-3 个月