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。

The Chinese University of Hong Kong
您将获得的技能: Statistical Methods, Statistical Modeling, SPSS (Software), Statistical Analysis, Exploratory Data Analysis, Regression Analysis, Data Analysis Software, Social Sciences, Correlation Analysis, Mathematical Modeling, Data Analysis, Model Evaluation, Dimensionality Reduction
混合 · 课程 · 3-6 个月

Hebrew University of Jerusalem
您将获得的技能: Calculus, Advanced Mathematics, Integral Calculus, Trigonometry, Mathematical Theory & Analysis, Geometry, Algebra, Applied Mathematics, Derivatives
混合 · 课程 · 1-3 个月

University of Colorado System
您将获得的技能: 优先次序, 面试技巧, 用户需求文件, 故事板, 需求征询, 模型, 利益相关者分析, 业务要求, 信息架构, 需求分析, 原型设计, 用户研究
初级 · 课程 · 1-4 周

Microsoft
您将获得的技能: Storyboarding, User Research, Information Architecture, User Experience Design, Persona (User Experience), Design Research, Design Thinking, User Centered Design, Innovation, Creativity
混合 · 课程 · 1-3 个月

Universidad Nacional Autónoma de México
您将获得的技能: Trigonometry, Geometry, Applied Mathematics, Algebra, Graphing, Systems Of Measurement
初级 · 课程 · 1-3 个月

Instituto Tecnológico de Aeronáutica
您将获得的技能: Control Systems, Matlab, Engineering Analysis, Simulations, Systems Analysis, Systems Engineering, System Design and Implementation, Mathematical Modeling, Differential Equations, Linear Algebra, Estimation
中级 · 课程 · 1-3 个月

Rice University
您将获得的技能: 微积分, 电气系统, 应用数学, 电磁学, 工程分析, 机械, 物理学, 三角法, 电气工程, 扭矩(物理学), 解决问题
中级 · 课程 · 1-4 周

您将获得的技能: Computational Thinking, Algorithms, Graph Theory, Data Structures, C++ (Programming Language), C and C++, Programming Principles, Computer Programming, Object Oriented Programming (OOP), Technical Design, Theoretical Computer Science
中级 · 专项课程 · 1-3 个月

Korea Advanced Institute of Science and Technology(KAIST)
您将获得的技能: Engineering Calculations, Applied Mathematics, Engineering Analysis, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Calculus, Mathematical Modeling, Advanced Mathematics, Machine Learning
初级 · 课程 · 1-3 个月

Corporate Finance Institute
您将获得的技能: Classification Algorithms, Data Preprocessing, Feature Engineering, Model Evaluation, Data Import/Export, Matplotlib, Data Science, Regression Analysis, Financial Data, Data Analysis, Exploratory Data Analysis, Business Analytics, Data Cleansing, Pandas (Python Package), Machine Learning Algorithms, Statistical Visualization, Financial Analysis, Statistical Modeling, Statistical Analysis, Predictive Analytics
高级设置 · 专项课程 · 3-6 个月

University of Colorado System
您将获得的技能: Linear Algebra, Matlab, Statistical Modeling, Simulations, Statistical Analysis, Time Series Analysis and Forecasting, Probability & Statistics, Numerical Analysis, Forecasting
中级 · 课程 · 1-4 周

The Chinese University of Hong Kong
您将获得的技能: Operations Research, Computational Logic, Combinatorics, Algorithms, Applied Mathematics, Mathematical Modeling, Mathematical Software, Computational Thinking, Programming Principles, Theoretical Computer Science, Performance Tuning, Linear Algebra
中级 · 课程 · 1-4 周