线性代数课程
线性代数课程可以帮助您学习 Vector 空间、矩阵运算、特征值和线性变换。您可以掌握解方程组、执行降维以及将概念应用于数据分析和机器学习的技能。许多课程都会介绍 MATLAB、NumPy 等 Python 库和计算数学软件等工具，这些工具支持在各种应用（包括人工智能和 AI 驱动模型）中实现算法和 Data Visualization。
热门线性代数课程和认证
状态：免费试用University of Colorado Boulder
您将获得的技能: 模拟和模拟软件, 扭矩（物理学）, 物理学, 线性代数, 工程学, 微分方程, 数学建模, 应用数学, 机械, 工程分析, 微积分, 控制系统, 振动
状态：免费试用University of Colorado Boulder
您将获得的技能: 写作, 编辑, 叙事, 摄像, 视频制作, 视频编辑, 故事板, 摄影
状态：免费试用University of Colorado Boulder
您将获得的技能: Statistical Hypothesis Testing, Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Statistical Analysis, Regression Analysis, Probability, Probability Distribution, Sampling (Statistics), Box Plots, Histogram, R Programming, Statistical Methods, Scatter Plots, Microsoft Excel, Probability & Statistics, Statistics, Data Import/Export, Data Analysis
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
您将获得的技能: Regression Analysis, Exploratory Data Analysis, Model Evaluation, Scikit Learn (Machine Learning Library), Supervised Learning, Applied Machine Learning, Machine Learning, Data Preprocessing, Deep Learning, Statistical Analysis, Data Analysis, Artificial Neural Networks, Data Import/Export, Matplotlib, Python Programming
状态：免费试用Illinois Tech
您将获得的技能: Model Evaluation, Statistical Analysis, Bayesian Statistics, Data Visualization, Statistical Inference, Exploratory Data Analysis, Data Cleansing, Regression Analysis, Analytics, Data Analysis, Logistic Regression, Machine Learning, R Programming, Data Preprocessing, Statistical Modeling, Data Validation, R (Software), Data Mining, Statistical Programming, Predictive Modeling
状态：免费试用LearnQuest
您将获得的技能: Python 程序设计, 探索性数据分析, 数据操作, 统计假设检验, 统计方法, 机器学习, 机器学习算法, 数据分析, Pandas（Python 软件包）, 数据预处理, Scikit-learn （机器学习库）, 监督学习, 数据结构, NumPy, 分类算法, 功能工程, 回归分析, 数据科学, 预测建模
Coursera
您将获得的技能: Hypertext Markup Language (HTML), Web Design, Web Content, Web Design and Development, Web Development, Information Architecture
状态：免费试用Johns Hopkins University
您将获得的技能: 数学软件, 衍生产品, 制图, 数据分析, 代数, 数学理论与分析, 微积分
状态：预览École Polytechnique Fédérale de Lausanne
您将获得的技能: Differential Equations, Mechanics, Logical Reasoning, Scientific Methods, Engineering Analysis, Physics, Calculus, Mathematical Modeling, Geometry, Applied Mathematics, Algebra
状态：预览National Taiwan University
您将获得的技能: Robotics, Mechanics, Automation Engineering, Mechanical Engineering, Control Systems, Linear Algebra, Applied Mathematics, Trigonometry, Mathematical Modeling, Spatial Analysis
28DIGITAL
您将获得的技能: Algorithm, 理论计算机科学, 验证和确认, 算术, 线性代数, 组合学, 数学建模, 计算逻辑, 应用数学, 逻辑推理
总之，以下是 10 最受欢迎的 linear algebra 课程
- 动力学：研究航天器运动: University of Colorado Boulder
- 成功蓝图--您的视频前期制作: University of Colorado Boulder
- Statistics and Applied Data Analysis: University of Colorado Boulder
- Introduction to Advanced Calculus: The University of Sydney
- Mining Quality Prediction Using Machine & Deep Learning: Coursera
- Advanced Statistical Techniques for Data Science: Illinois Tech
- 数据科学和 Python scikit-learn 简介: LearnQuest
- Images and Links in HTML: Coursera
- 通过数据和建模的微积分：极限与导数: Johns Hopkins University
- Mécanique de Newton: École Polytechnique Fédérale de Lausanne
