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 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

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

Imperial College London
您将获得的技能: 统计建模, 微分方程, 模型评估, 概率分布, 传染病, 预测建模, 模拟, 数学建模, 流行病学, 数据建模, 风险建模, 统计方法, R 程序设计, 公共卫生, Model Evaluation
中级 · 专项课程 · 1-3 个月

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

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: Apache Airflow, MLOps (Machine Learning Operations), User Acceptance Testing (UAT), Prompt Patterns, LLM Application, AI Security, Extract, Transform, Load, Scripting, Technical Communication, SQL, Data Pipelines, PyTorch (Machine Learning Library), Miro AI, Data Presentation, Large Language Modeling, Python Programming, Performance Tuning, Root Cause Analysis, Statistical Analysis, Version Control
中级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: Descriptive Statistics, Linear Algebra, Exploratory Data Analysis, Data-Driven Decision-Making, Data Analysis, Statistics, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Probability, Regression Analysis, Calculus, Mathematical Software, Statistical Analysis, Advanced Mathematics, Applied Mathematics, Probability Distribution, Mathematical Modeling, Integral Calculus, Dimensionality Reduction, Graphing
初级 · 课程 · 1-3 个月

The Chinese University of Hong Kong
您将获得的技能: Mathematical Modeling, Problem Solving, Graph Theory, Decision Support Systems, Computational Thinking, Data Modeling, Data Structures, Debugging
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 三角法, 数学建模, 高等数学, 几何学, 衍生产品, 微积分, 代数, 应用数学
中级 · 课程 · 1-3 个月

The Chinese University of Hong Kong
您将获得的技能: 高等数学, 数据结构, 数学建模, 计算逻辑, 调试, 运筹学
中级 · 课程 · 1-3 个月