Data Science 课程
Data Science 课程可帮助您了解如何分析数据、创建模型并评估其性能。您可以发展统计、自动学徒、数据准备和可视化方面的能力。许多课程使用最新的语言和书库，用于实践项目。
Data Science 热门课程和证书
状态：免费试用University of Colorado Boulder
您将获得的技能: 计算机编程, Data Management, 算法, 文件输入/输出, 用户界面组件, 模拟, 数据清理, Visual Basic（编程语言）, 解决问题, 数据整合, Excel 宏, Algorithm, 代码重用性, Microsoft Excel, 自动化, 用户界面（UI）, 数据导入/导出, 编程原则, 数据管理, 电子表格软件, 面向对象编程（OOP）, 调试
状态：免费试用您将获得的技能: Responsive Web Design, Web Design, User Experience Design, Design Reviews, Wireframing, User Experience, Usability Testing, User Interface and User Experience (UI/UX) Design, User Research, User Centered Design, Design Research, Layout Design, User Interface (UI) Design, Software Design Documents, Prototyping, Mockups, Figma (Design Software), Information Architecture
DeepLearning.AI
您将获得的技能: 数据收集, 模型培训, MLOps（机器学习运营）, 模型评估, 模型优化, 数据维护, Model Evaluation, 数据预处理, 数据完整性, 应用机器学习, 机器学习, Data Validation, 非结构化数据, 持续监测, 数据质量, 应用程序部署, 持续部署, 数据验证, 系统监控, 数据综合, 模型部署
状态：新状态：免费试用您将获得的技能: Data Flow Diagrams (DFDs), Apache Airflow, Data Pipelines, Diagram Design, Data Mapping, Data Modeling, Data Integration, Data Architecture, Data Warehousing, Apache Spark, Extract, Transform, Load, Database Development, Data Processing, Data Transformation, Configuration Management, Enterprise Security
状态：免费试用University of Alberta
您将获得的技能: 软件设计模式, 面向对象设计, 产品系列工程, 软件设计, Java, 恢复性应用程序接口, 面向服务的架构, 简单对象访问协议（SOAP）, 软件设计文件, 应用程序接口设计, 代码审查, 微服务, 系统架构, 统一建模语言, 软件架构, 模型视图控制器, 软件可视化, 模型-视图-控制器, 软件开发, 网络服务, 面向对象编程（OOP）
状态：新状态：免费试用您将获得的技能: Data Validation, Data Quality, SQL, Data Integrity, Verification And Validation, Unit Testing
状态：新状态：免费试用您将获得的技能: Data Warehousing, Data Modeling, Trend Analysis, Business Intelligence, Scalability, Data Integrity, Data Pipelines, SQL
状态：免费试用Vanderbilt University
您将获得的技能: 计算机编程, 移动开发, 面向对象设计, 安卓开发, Java 编程, 安卓工作室, Java, 集成开发环境, 安卓（操作系统）, 数据结构, 编程原则, 开发环境, 面向对象编程（OOP）
状态：新状态：免费试用您将获得的技能: Image Quality, Analysis, Model Optimization, Performance Analysis, Performance Metric, Quality Assessment, Data Pipelines, AI Workflows
状态：新状态：免费试用您将获得的技能: Data Validation, Data Integrity, Data Maintenance, Data Transformation, Data Quality, Data Warehousing, Extract, Transform, Load, Reconciliation, Code Reusability
状态：新状态：预览Birla Institute of Technology & Science, Pilani
您将获得的技能: Data Storytelling, Data Visualization, Data Presentation, Dashboard, Interactive Data Visualization, Data Visualization Software, Exploratory Data Analysis, Dashboard Creation, Plotly, Statistical Visualization, Statistical Analysis, Tree Maps, Plot (Graphics), Statistical Programming, Tableau Software, Matplotlib, Data Analysis, Statistical Methods, Data-Driven Decision-Making, Python Programming
状态：新状态：预览Northeastern University
您将获得的技能: Data Wrangling, Data Manipulation, Data Transformation, Data Integration, Extract, Transform, Load, Data Processing, Data Preprocessing, Data Cleansing, Data Quality, Alteryx, SQL, Data-Driven Decision-Making, Business Analysis, Data Pipelines, Relational Databases, Data Integrity, Internal Communications, Data Collection, Python Programming, Automation
总之，以下是 10 最受欢迎的 data science 课程
- Excel/VBA 创造性地解决问题: University of Colorado Boulder
- Build Dynamic User Interfaces (UI) for Websites: Google
- 生产中的 Machine Learning: DeepLearning.AI
- Building Automated Data Pipelines with Spark,dbt,and Airflow: Coursera
- 软件设计与架构: University of Alberta
- Validate, Test, and Traverse Your SQL Data: Coursera
- Apply SCD2 to Build Dynamic Data Models: Coursera
- 安卓版 Java: Vanderbilt University
- Refine Segmentation: Boost Your AI Vision: Coursera
- Validate and Track Data History Confidently: Coursera
