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：新状态：免费试用Macquarie University
您将获得的技能: Pivot Tables And Charts, Sample Size Determination, Data Visualization, Statistical Inference, Data Visualization Software, Statistical Hypothesis Testing, Statistics, Data-Driven Decision-Making, Microsoft Excel, Correlation Analysis, Descriptive Statistics, Probability & Statistics, Data Analysis, Forecasting, Regression Analysis, Business Analytics, Spreadsheet Software, Statistical Modeling, Statistical Visualization, Data Presentation
状态：新状态：预览Simplilearn
您将获得的技能: Predictive Analytics, Regression Analysis, Predictive Modeling, Machine Learning, Supervised Learning, Forecasting, Case Studies, Business Analytics, Statistical Modeling
您将获得的技能: Information Architecture, Content Management Systems, Web Content, Web Applications, Web Design and Development, System Configuration
状态：免费试用University of Colorado Boulder
您将获得的技能: 电气工程, 电力电子, 技术设计, 工程分析, 控制系统, 模拟和模拟软件, 系统分析, Matlab, 电子产品
状态：免费试用University of Colorado Boulder
您将获得的技能: Process Capability, Sampling (Statistics), R (Software), Correlation Analysis, Statistical Inference, Probability Distribution, Statistical Visualization, R Programming, Statistical Process Controls, Statistical Hypothesis Testing, Statistical Methods, Data Science, Statistics, Data Analysis, Statistical Analysis, Data Analysis Software, Probability, Descriptive Statistics, Quality Improvement, Process Engineering
状态：免费试用University of Toronto
您将获得的技能: 回归分析, 利益相关者的参与, 多样性与包容性, 数据伦理, 数据收集, 调查, 商业分析, 利益相关者分析, 分析技能, 概率, 统计方法, 统计分析, 焦点小组, 定性研究, 相关性分析, 数据分析, 定量研究, 研究
状态：预览The University of Chicago
您将获得的技能: 回归分析, 分类算法, Scikit-learn （机器学习库）, 监督学习, 深度学习, 机器学习, Pandas（Python 软件包）, 机器学习算法, 随机森林算法, Keras（神经网络库）, 无监督学习, 数据预处理, 模型评估, 统计方法, 降维, 功能工程, 应用机器学习, 张力流
状态：免费试用Rice University
您将获得的技能: Mechanics, Physics, Vibrations, Advanced Mathematics, Differential Equations, Calculus, Trigonometry, Applied Mathematics, Problem Solving
状态：免费试用Kennesaw State University
您将获得的技能: 统计假设检验, 回归分析, 统计推理, 风险分析, 概率与统计, 六西格玛方法, 精益六西格玛, 样本量的确定, 相关性分析, 分析, 数据分析, 过程分析, 抽样（统计）, 统计分析
状态：免费试用DeepLearning.AI
您将获得的技能: Probability & Statistics, Statistical Analysis, Statistics, Statistical Hypothesis Testing, Statistical Visualization, Descriptive Statistics, Data Analysis, Histogram, Probability Distribution, Correlation Analysis, Statistical Inference, Estimation, Simulation and Simulation Software, Sampling (Statistics), Large Language Modeling, Spreadsheet Software
状态：新状态：免费试用Johns Hopkins University
您将获得的技能: Algebra, Applied Mathematics, Graphing, Mathematical Modeling, Advanced Mathematics, Calculus, Data Analysis
状态：预览University of London
您将获得的技能: 描述性统计, 气候变化计划, 散点图, 微软Excel, 统计, 政策分析, 环境政策, 环境科学, 数据可视化, 相关性分析, 数据分析, 概率分布
总之，以下是 10 最受欢迎的 linear algebra 课程
- Statistics and Data Analysis with Excel: Macquarie University
- Introduction to Linear Regression Training : Simplilearn
- Creating a Portfolio Using Weebly: Coursera
- 面向设计的分析技术: University of Colorado Boulder
- Data Science Methods for Quality Improvement: University of Colorado Boulder
- 包容性分析技术: University of Toronto
- 机器学习：概念与应用: The University of Chicago
- Physics of Oscillators and Waves: Rice University
- 6σ 黑带的分析阶段: Kennesaw State University
- Applied Statistics for Data Analytics: DeepLearning.AI
