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。

您将获得的技能: Supervised Learning, Feature Engineering, Applied Machine Learning, Unsupervised Learning, Model Evaluation, Machine Learning Algorithms, Predictive Modeling, Data Preprocessing, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Dimensionality Reduction, Performance Tuning
高级设置 · 课程 · 1-3 个月

Birla Institute of Technology & Science, Pilani
您将获得的技能: Data Analysis, Computational Logic, Engineering Calculations, Trigonometry, Linear Algebra, Engineering Analysis, Logical Reasoning, Deductive Reasoning, Probability & Statistics, Statistical Analysis, Calculus, Analytical Skills, Bayesian Statistics, Differential Equations, Programming Principles, Statistical Inference, Theoretical Computer Science, Numerical Analysis, Descriptive Analytics, Applied Mathematics
初级 · 专项课程 · 3-6 个月

University of London
您将获得的技能: Computational Logic, Algorithms, Applied Mathematics, Advanced Mathematics, Mathematics and Mathematical Modeling, Deductive Reasoning, Mathematical Theory & Analysis, Trigonometry, Statistics, General Mathematics, Analysis, Graphing, Computer Science, Mathematical Modeling, Programming Principles, Business Mathematics, Business Logic, Algebra, Arithmetic, Problem Solving
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初级 · 专项课程 · 3-6 个月

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
初级 · 专项课程 · 3-6 个月

University of Pittsburgh
您将获得的技能: Statistical Analysis, NumPy, Probability Distribution, Matplotlib, Statistics, Pandas (Python Package), Data Science, Probability & Statistics, Probability, Statistical Modeling, Predictive Modeling, Data Analysis, Linear Algebra, Predictive Analytics, Statistical Methods, Mathematics and Mathematical Modeling, Applied Mathematics, Python Programming, Machine Learning, Logical Reasoning
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初级 · 专项课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 数学建模, 统计分析, NumPy, 数值分析, 描述性统计, 线性代数, 统计推理, 统计假设检验, 概率与统计, 机器学习, 概率分布, 应用数学, 微积分, 机器学习方法, 抽样(统计), 贝叶斯统计, A/B 测试, 降维, 数据预处理, 概率
中级 · 专项课程 · 1-3 个月

Coursera
您将获得的技能: Feature Engineering, Applied Machine Learning, Machine Learning Methods, Machine Learning Algorithms, Deep Learning, Supervised Learning, Transfer Learning, Model Evaluation, Data Structures, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Algorithms, Tensorflow, Keras (Neural Network Library), Machine Learning, Artificial Neural Networks, Performance Tuning, Convolutional Neural Networks, Unsupervised Learning, Programming Principles
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Reinforcement Learning, Inventory Management System, Supply Chain, Operations Research, Supply Chain Management, Process Optimization, Data-Driven Decision-Making, Process Analysis, Artificial Intelligence and Machine Learning (AI/ML), Performance Tuning, Decision Making, Simulations, Algorithms
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 数学理论与分析, 数值分析, 线性代数, 积分微积分, 应用数学, 代数, 制图, 微积分, 数据分析, 衍生产品, 统计方法, 数据科学
中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Model Deployment, Generative AI, Performance Tuning, Model Evaluation, Cross Platform Development, PyTorch (Machine Learning Library), Cloud Deployment, Applied Machine Learning, Application Performance Management, Development Environment, Hardware Architecture
中级 · 课程 · 1-4 周
University of Virginia
您将获得的技能: 企业战略, 全球营销, 消费者行为, 经济学, 市场动态, 价值主张, 战略营销, 客户洞察, 营销心理学, 市场份额, 收入管理, 市场营销, 产品生命周期管理, 产品战略, 价格谈判, 演讲, 竞争分析, 成本会计, 目标市场, 客户分析
初级 · 专项课程 · 3-6 个月

Arizona State University
您将获得的技能: 数学建模, 分析, 统计分析, 模型评估, 描述性统计, 实验, 统计假设检验, 数据转换, 数据分析软件, 概率与统计, 概率分布, 统计建模, 回归分析, 设计策略, 数据分析, 样本量的确定, 统计方法, 研究设计, Model Evaluation, 抽样(统计), 差异分析
初级 · 专项课程 · 3-6 个月