Matrix 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。您可以培养求解方程组、执行矩阵因式分解以及将这些概念应用于数据分析和机器学习的技能。许多课程介绍了用于计算任务的 MATLAB、NumPy 等 Python 库和 R 等工具,展示了人工智能和统计学等领域如何利用这些技能。

您将获得的技能: Linear Algebra, Applied Mathematics, Algebra, Calculus, Advanced Mathematics, Differential Equations, Mathematical Modeling
混合 · 课程 · 1-3 个月

Illinois Tech
您将获得的技能: Model Evaluation, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Data Cleansing, Analytics, Machine Learning, Data Preprocessing, Regression Analysis, Data Mining, Python Programming, Scikit Learn (Machine Learning Library), Unsupervised Learning, Classification And Regression Tree (CART), Decision Tree Learning, Logistic Regression
攻读学位
中级 · 课程 · 1-3 个月

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

您将获得的技能: Unity Engine, Animation and Game Design, Video Game Development, Data Structures, Game Design, Computer Graphics, Trigonometry, Linear Algebra, Advanced Mathematics, Applied Mathematics, Algorithms, General Mathematics
高级设置 · 课程 · 1-4 周

Howard University
您将获得的技能: Data Wrangling, Regression Analysis, Dimensionality Reduction, Data Science, Python Programming, Data Preprocessing, Predictive Modeling, Data Analysis, Linear Algebra, Exploratory Data Analysis, Model Evaluation
混合 · 课程 · 1-4 周

Howard University
您将获得的技能: Regression Analysis, Predictive Modeling, Statistical Modeling, Applied Mathematics, Machine Learning Methods, Linear Algebra, Model Evaluation, Statistical Analysis, Data Manipulation
初级 · 课程 · 1-4 周

Universitat Politècnica de València
您将获得的技能: Calculus, Applied Mathematics, Graphing, Algebra, Derivatives, Mathematical Theory & Analysis, Geometry
初级 · 课程 · 1-3 个月

University at Buffalo
您将获得的技能: 计算机视觉, 增强现实, 人工智能, 概率与统计, 应用数学, 计算机图形学, 数字信号处理, 微积分, 图像分析, Matlab, Algorithm, 色彩理论, 计算机编程, 算法
中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Model Evaluation, Linear Algebra, Statistical Machine Learning, Probability, Bayesian Statistics, Probability Distribution, Mathematical Modeling, Machine Learning, Applied Mathematics, Statistical Inference, Dimensionality Reduction, Algebra
混合 · 课程 · 1-4 周

Universidad de Palermo
您将获得的技能: Business Mathematics, Profit and Loss (P&L) Management, Income Statement, Graphing, Financial Analysis, Case Studies, Business Metrics, Operating Cost, Business Analysis, Financial Statements, Mathematical Modeling, Arithmetic, Cost Accounting, Algebra, Sales
初级 · 课程 · 1-4 周

Korea Advanced Institute of Science and Technology(KAIST)
您将获得的技能: Differential Equations, Applied Mathematics, Advanced Mathematics, Linear Algebra, Calculus, Engineering Analysis, Mathematical Modeling
中级 · 课程 · 1-3 个月

您将获得的技能: Calculus, Applied Mathematics, NumPy, Machine Learning Algorithms, Data Science, Tensorflow, Python Programming, Derivatives, Algorithms, Development Environment
中级 · 课程 · 1-3 个月