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。

Universidades Anáhuac
您将获得的技能: R Programming, Statistical Analysis, Correlation Analysis, Business Analytics, Decision Making, Data Analysis, Unsupervised Learning, Exploratory Data Analysis, Advanced Analytics, Data Visualization, Statistical Software, Dimensionality Reduction
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Wireframing, Mockups, Web Content, Web Design, Information Architecture, Collaborative Software, User Experience Design
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: WordPress, Ajax, Development Environment, Content Management Systems, Web Development, Data Management, PHP (Scripting Language), Database Development, MySQL, Javascript and jQuery, Information Architecture, Database Management, Cascading Style Sheets (CSS), Application Security, User Accounts, Data Validation
中级 · 专项课程 · 1-4 周
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

您将获得的技能: Financial Analysis, Return On Investment, Portfolio Management, Financial Modeling, Portfolio Risk, Correlation Analysis, Investment Management, Variance Analysis, Asset Management
中级 · 指导项目 · 不超过 2 小时

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

University of California, Irvine
您将获得的技能: Data Storytelling, Data Presentation, Data Visualization, Interactive Data Visualization, Data Visualization Software, Statistical Visualization, Tableau Software, Exploratory Data Analysis, Correlation Analysis, Storytelling, Data Ethics, Data Analysis, Advanced Analytics
混合 · 课程 · 1-4 周

您将获得的技能: SAS (Software), Descriptive Statistics, Market Data, Risk Modeling, Regression Analysis, Statistical Methods, Financial Modeling, Statistical Hypothesis Testing, Correlation Analysis, Data Analysis Software, Statistical Analysis, Quantitative Research, Financial Market, Time Series Analysis and Forecasting, Trend Analysis, Financial Analysis, Variance Analysis
混合 · 课程 · 1-4 周

您将获得的技能: Dashboard, Timelines, Database Management, Databases, Project Schedules, Data Visualization, Calendar Management, Workflow Management, Information Architecture, Kanban Principles, Collaborative Software, Content Development and Management
混合 · 课程 · 1-3 个月

您将获得的技能: Exploratory Data Analysis, Scatter Plots, Data Analysis, Correlation Analysis, Box Plots, Pandas (Python Package), Data Visualization, Histogram, Statistical Analysis, Python Programming, Software Installation
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Collaborative Software, Journals, Organizational Skills, Productivity, Timelines, Productivity Software, Project Management Software, Information Architecture, Project Management, Personal Development, Query Languages
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Exploratory Data Analysis, Predictive Modeling, Decision Tree Learning, Data Analysis, Regression Analysis, Classification Algorithms, Supervised Learning, Machine Learning Algorithms, Model Evaluation, Scikit Learn (Machine Learning Library), Data Preprocessing, Statistical Machine Learning, Feature Engineering
中级 · 课程 · 1-3 个月