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。

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

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), Data Visualization, Miro AI, Large Language Modeling, Python Programming, Performance Tuning, Root Cause Analysis, Statistical Analysis, Version Control
中级 · 专项课程 · 3-6 个月

您将获得的技能: Convolutional Neural Networks, Model Evaluation, Keras (Neural Network Library), Image Analysis, Deep Learning, Applied Machine Learning, Computer Vision, Dimensionality Reduction, PyTorch (Machine Learning Library), Tensorflow, Machine Learning Methods, Data Preprocessing, Performance Tuning, Artificial Intelligence
中级 · 课程 · 1-4 周

Imperial College London
您将获得的技能: 统计建模, 数据建模, 传染病, 模拟, 流行病学, R 语言程序设计(中文版), 数学建模, 微分方程, 概率分布, 预测建模, 公共卫生, Model Evaluation, 统计方法, 风险模型
中级 · 专项课程 · 1-3 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, Artificial Intelligence, Probability, Regression Analysis, Calculus, Statistical Analysis, Advanced Mathematics, Applied Mathematics, Probability Distribution, Mathematical Modeling, Statistical Modeling, Machine Learning Algorithms, Dimensionality Reduction
初级 · 课程 · 1-3 个月

University of Minnesota
您将获得的技能: 业务建模, 商业分析, 线性代数, 微软Excel, 数据建模, 商业数学, 运筹学, 工艺优化, 制图, 分析, 决策, 数据驱动的决策制定, 数学建模, 电子表格软件
初级 · 课程 · 1-4 周

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: 几何学, 数学建模, 代数, 微积分, 应用数学, 三角法, 衍生产品
中级 · 课程 · 1-3 个月

University of California San Diego
您将获得的技能: 理论计算机科学, Python 程序设计, 计算机科学, Algorithm, 计算逻辑, 组合学, 演绎推理, 计算思维, 计划发展, 逻辑推理
初级 · 课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: Calculus, Applied Mathematics, Derivatives, Engineering Calculations, Advanced Mathematics, Estimation
混合 · 课程 · 1-4 周

Birla Institute of Technology & Science, Pilani
您将获得的技能: Engineering Calculations, Trigonometry, Engineering Analysis, Linear Algebra, Calculus, Differential Equations, Mathematical Modeling, Mathematical Theory & Analysis, Applied Mathematics, Algebra
初级 · 课程 · 1-3 个月

The Hong Kong University of Science and Technology
您将获得的技能: Probability, Computational Logic, Combinatorics, Bayesian Statistics, Algorithms, Theoretical Computer Science, Mathematical Software, Mathematical Theory & Analysis, Cryptography, Logical Reasoning, Deductive Reasoning, Computational Thinking, Computer Science, Encryption, Data Structures, Arithmetic, General Mathematics, Public Key Cryptography Standards (PKCS), Problem Solving, Cybersecurity
初级 · 专项课程 · 3-6 个月