Matrix 课程可以帮助您学习线性变换、特征值、矩阵运算以及在 Data Science 和 Machine Learning 中的应用。您可以掌握求解方程组、执行降维和应用矩阵因式分解技术的技能。许多课程都会介绍 MATLAB、NumPy 和 R 等工具,这些工具支持在实际场景中执行复杂计算和数据 Visualization。

Coursera
初级 · 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 University of Sydney
您将获得的技能: Advanced Mathematics, Integral Calculus, Calculus, Mathematical Theory & Analysis, Differential Equations, Applied Mathematics, Engineering Calculations, Mathematical Modeling, Linear Algebra, Physics, Derivatives
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

University of Minnesota
您将获得的技能: Algorithm, 模型评估, 线性代数, 机器学习算法, 机器学习, 算法, 应用机器学习, Model Evaluation, 降维
混合 · 课程 · 1-3 个月

初级 · 课程 · 1-4 周

The University of Sydney
您将获得的技能: Linear Algebra, Markov Model, Geometry, Arithmetic, Algebra, General Mathematics, Advanced Mathematics, Probability, Mathematics and Mathematical Modeling, Mathematical Theory & Analysis, Mathematical Modeling, Applied Mathematics, Statistical Methods, Vector Databases, Engineering Analysis, Computational Logic
中级 · 课程 · 1-4 周

Coursera
初级 · 课程 · 1-4 周

Coursera
初级 · 课程 · 1-4 周

Simplilearn
您将获得的技能: Mathematical Modeling, Linear Algebra, Dimensionality Reduction, Applied Mathematics, Data Analysis, Feature Engineering, Applied Machine Learning, Analytics, Data Science, Unsupervised Learning
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Stakeholder Communications, Slack (Software), Stakeholder Engagement, Project Management Software, Email Automation, Stakeholder Analysis, AI Personalization, Project Coordination, Drive Engagement, Communication Strategies, Strategic Communication, Workflow Management, Customer Engagement, Automation
初级 · 课程 · 1-4 周

MathWorks
您将获得的技能: Plot (Graphics), Scripting, Matlab, User Interface and User Experience (UI/UX) Design, Data Manipulation, Data Visualization Software, Generative AI, Interactive Data Visualization, Mathematical Modeling, Data Visualization, LLM Application, Data Sharing, Scientific Visualization, Data Storytelling, Data Analysis, Code Review, Descriptive Statistics, User Interface (UI) Design, Engineering Calculations, Programming Principles
初级 · 专项课程 · 1-3 个月