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。

University of London
您将获得的技能: Combinatorics, Probability & Statistics, Data Analysis, Advanced Mathematics, Linear Algebra, Mathematics and Mathematical Modeling, Mathematical Theory & Analysis, Applied Mathematics, Statistics, Analysis, Statistical Analysis, Probability, Algorithms, Algebra
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: MLOps (Machine Learning Operations), Image Analysis, Multimodal Prompts, Debugging, Computer Vision, Algorithms, Model Evaluation, Applied Machine Learning, Performance Tuning, Failure Mode And Effects Analysis, Verification And Validation, Root Cause Analysis, Performance Analysis, Machine Learning, Deep Learning, Artificial Neural Networks, Tensorflow, Data Visualization, Python Programming, Experimentation
中级 · 专项课程 · 3-6 个月

University of Huddersfield
您将获得的技能: Applied Mathematics, Analytical Skills, Calculus, Engineering Calculations, Advanced Mathematics, Data-Driven Decision-Making, Derivatives
中级 · 课程 · 1-4 周

University of Huddersfield
您将获得的技能: Calculus, Advanced Mathematics, Differential Equations, Applied Mathematics, Integral Calculus, Logical Reasoning, Engineering Calculations, Mathematics and Mathematical Modeling, Numerical Analysis, Mathematical Theory & Analysis, Mathematical Modeling, Analytical Skills, Engineering Analysis, Derivatives
中级 · 课程 · 1-4 周

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

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

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

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

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