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。

Coursera
您将获得的技能: Wireframing, User Flows, Web Design, Prototyping, User Interface (UI), Mockups, Information Architecture, User Interface and User Experience (UI/UX) Design, Web Development
初级 · 指导项目 · 不超过 2 小时

Johns Hopkins University
您将获得的技能: Probability & Statistics, Probability Distribution, Simulations, Statistical Modeling, Correlation Analysis, Engineering Analysis, Digital Signal Processing, Statistical Analysis, Reliability, Engineering, Spatial Analysis
混合 · 课程 · 1-4 周

您将获得的技能: Embeddings, Semantic Web, Natural Language Processing, Data Processing, Text Mining, Applied Machine Learning, Classification Algorithms, Unsupervised Learning, Dimensionality Reduction, Linear Algebra
中级 · 课程 · 1-4 周

Pontificia Universidad Católica de Chile
您将获得的技能: AI Personalization, Model Evaluation, Supervised Learning, Machine Learning Algorithms, Machine Learning, Classification Algorithms, Unsupervised Learning, Predictive Modeling, Statistical Machine Learning, Information Architecture, Dimensionality Reduction, Applied Machine Learning, Analysis, Linear Algebra, Collaborative Software
中级 · 课程 · 1-3 个月

Pontificia Universidad Católica de Chile
您将获得的技能: Engineering Analysis, Engineering Calculations, Numerical Analysis, Finite Element Methods, Chemical Engineering, Simulation and Simulation Software, Differential Equations, Applied Mathematics, NumPy, Mathematical Modeling, Scientific Visualization, Python Programming, Plot (Graphics), Linear Algebra, Algorithms
中级 · 课程 · 1-3 个月

您将获得的技能: Interactive Data Visualization, Data Mapping, Network Analysis, Diagram Design, Information Architecture
初级 · 指导项目 · 不超过 2 小时

Codio
您将获得的技能: Matplotlib, Statistical Hypothesis Testing, Data Analysis, Statistical Analysis, Data Import/Export, Data Cleansing, Probability & Statistics, Data Manipulation, Descriptive Statistics, Pandas (Python Package), Exploratory Data Analysis, Correlation Analysis, Python Programming, Programming Principles, Computer Programming, Computational Logic
混合 · 课程 · 1-3 个月

Case Western Reserve University
您将获得的技能: Geostatistics, Exploratory Data Analysis, Spatial Data Analysis, Spatial Analysis, Geospatial Mapping, Geospatial Information and Technology, Statistical Modeling, R Programming, Statistical Analysis, Probability & Statistics, Data Analysis, Data-Driven Decision-Making, Regression Analysis, Correlation Analysis, Data Validation, Histogram, Box Plots, Simulation and Simulation Software, Model Evaluation
初级 · 课程 · 1-3 个月
The Hong Kong University of Science and Technology
您将获得的技能: Physics, Differential Equations, Linear Algebra, Calculus, electromagnetics, Mathematical Modeling, Advanced Mathematics, Mechanics, Applied Mathematics
混合 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Social Network Analysis, Data Analysis, Python Programming, Jupyter, Probability Distribution
高级设置 · 课程 · 1-4 周

您将获得的技能: Data Visualization, Data Visualization Software, Data Presentation, Interactive Data Visualization, Data Literacy, Visualization (Computer Graphics), Javascript, Data Analysis, Microsoft Visual Studio
中级 · 指导项目 · 不超过 2 小时

Universidades Anáhuac
您将获得的技能: Regression Analysis, Marketing Analytics, Statistical Software, Data Mining, Data-Driven Decision-Making, Business Intelligence, Statistical Methods, Business Analytics, Correlation Analysis, Target Market, Customer Analysis, SPSS, Data Analysis, Statistical Analysis, Marketing, Market Research, Consumer Behaviour, Microsoft Excel
初级 · 课程 · 1-3 个月