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。

National Taiwan University
您将获得的技能: R Programming, Statistical Methods, Statistical Analysis, Case Studies, Statistical Modeling, Regression Analysis, Advanced Analytics, Statistical Hypothesis Testing, Probability & Statistics, Statistical Inference, Business Analytics
中级 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Time Series Analysis and Forecasting, Correlation Analysis, Text Mining, Probability Distribution, Data Analysis, Network Analysis, Feature Engineering, Probability, Data Structures, Statistics, Data Wrangling, Unstructured Data, Data Cleansing, Graph Theory, Natural Language Processing
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Computational Logic, Systems Architecture, Software Design, Verification And Validation, Systems Design, Theoretical Computer Science, Communication Systems, Simulations, Algorithms, Safety and Security
初级 · 课程 · 1-3 个月

您将获得的技能: Content Development and Management, Content Performance Analysis, Content Strategy, Target Audience, Production Planning, Scheduling, Project Planning, Content Marketing, Media Planning, Content Management, Production Schedule, Driving engagement, Organizational Skills, Workflow Management, AI Product Strategy, Information Architecture, Marketing Channel
初级 · 课程 · 1-4 周

Koç University
您将获得的技能: Graphing, General Mathematics, Calculus, Algebra, Mathematical Theory & Analysis, Arithmetic, Geometry
初级 · 课程 · 1-3 个月

您将获得的技能: Responsive Web Design, No-Code Development, User Interface and User Experience (UI/UX) Design, User Experience Design, Web Design, Web Content, Information Architecture
中级 · 课程 · 1-4 周

您将获得的技能: Matplotlib, Statistical Modeling, Descriptive Statistics
混合 · 课程 · 1-4 周

您将获得的技能: Rmarkdown, Knitr, Exploratory Data Analysis, Dimensionality Reduction, Ggplot2, Plotly, Data Visualization, Interactive Data Visualization, Data Visualization Software, Statistical Visualization, Data Storytelling, Statistical Analysis, Generative AI, R Programming, Correlation Analysis, Data Analysis, Tidyverse (R Package), Scatter Plots, Descriptive Statistics, Data Cleansing
初级 · 课程 · 1-3 个月

Northwestern University
您将获得的技能: Automation Engineering, Mathematical Modeling, Computer Programming Tools, Simulation and Simulation Software, Mechanical Engineering, Engineering Calculations, Software Development Tools, Numerical Analysis, Mechanics, Torque (Physics), Algorithms, Control Systems, Applied Mathematics, Differential Equations, Linear Algebra
中级 · 课程 · 1-4 周

您将获得的技能: Time Series Analysis and Forecasting, Forecasting, Advanced Analytics, Predictive Modeling, R Programming, Predictive Analytics, Regression Analysis, Business Analytics, Trend Analysis, Statistical Analysis, Statistical Modeling, Analysis, Statistical Methods, Exploratory Data Analysis
混合 · 课程 · 1-4 周

Northwestern University
您将获得的技能: Control Systems, Robotic Process Automation, Simulations, Record Keeping, Matlab, Computer Programming, Linear Algebra
中级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Exploratory Data Analysis, Predictive Modeling, Predictive Analytics, Regression Analysis, Supervised Learning, Data Analysis, Scikit Learn (Machine Learning Library), Data Cleansing, Statistical Modeling, Data Validation, Data Transformation, Pandas (Python Package), Matplotlib
混合 · 课程 · 1-4 周