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  • Mathematical Optimization

数学优化课程

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。


热门数学优化课程和认证


  • U

    University of Huddersfield

    Differential Equations & Advanced Applications

    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

  • U

    University of Huddersfield

    Differential Calculus Fundamentals

    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

  • U

    University of Pittsburgh

    Mathematical Foundations for Data Science and Analytics

    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

    3.9
    评分, 3.9 星,最高 5 星
    ·
    11 条评论

    初级 · 专项课程 · 1-3 个月

  • C

    Coursera

    Optimizing Models for Production

    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

  • P

    Packt

    Applied Machine Learning and Model Optimization

    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

  • B

    Birla Institute of Technology & Science, Pilani

    Mathematics for Engineering

    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

    4.5
    评分, 4.5 星,最高 5 星
    ·
    193 条评论

    初级 · 专项课程 · 3-6 个月

  • C

    Coursera

    Optimize with GA & RL

    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

  • 状态:顶级 AI 计划
    顶级 AI 计划
    D

    DeepLearning.AI

    机器学习和数据科学数学

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

    4.6
    评分, 4.6 星,最高 5 星
    ·
    3164 条评论

    中级 · 专项课程 · 1-3 个月

  • U

    University of London

    Essential Mathematics for Computer Science

    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

    攻读学位

    初级 · 专项课程 · 3-6 个月

  • N

    National Taiwan University

    Operations Research

    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

    4.8
    评分, 4.8 星,最高 5 星
    ·
    724 条评论

    初级 · 专项课程 · 3-6 个月

  • C

    Coursera

    Systematic ML Optimization

    您将获得的技能: MLOps (Machine Learning Operations), Model Evaluation, Configuration Management, Image Analysis, Multimodal Prompts, Debugging, Experimentation, Computer Vision, Algorithms, Data Visualization, Deep Learning, Applied Machine Learning, Performance Tuning, Tensorflow, Failure Mode And Effects Analysis, Verification And Validation, Root Cause Analysis, Cost Management, Machine Learning, Keras (Neural Network Library)

    中级 · 专项课程 · 3-6 个月

  • P

    Packt

    Foundations of Model Optimization and Deep Learning

    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

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总之,以下是 10 最受欢迎的 mathematical optimization 课程

  • Differential Equations & Advanced Applications: University of Huddersfield
  • Differential Calculus Fundamentals: University of Huddersfield
  • Mathematical Foundations for Data Science and Analytics: University of Pittsburgh
  • Optimizing Models for Production: Coursera
  • Applied Machine Learning and Model Optimization: Packt
  • Mathematics for Engineering: Birla Institute of Technology & Science, Pilani
  • Optimize with GA & RL: Coursera
  • 机器学习和数据科学数学: DeepLearning.AI
  • Essential Mathematics for Computer Science: University of London
  • Operations Research: National Taiwan University

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